[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":127,"$fsw-3uwHa9Oa9agDixVsLl_66Z3GZVQ7m9I-VHlamXIg":300,"notifications-unread":825},[4,9,14,19,24],{"id":5,"slug":6,"name":7,"color_token":8},"5878a593-ac48-4ff3-a25b-35a7de448daa","narzedzia-ai","Narzędzia AI","accent",{"id":10,"slug":11,"name":12,"color_token":13},"ec013b2c-e6c4-4c31-b1ec-9587c629a169","praktyczne-zastosowania","Praktyczne zastosowania","gold",{"id":15,"slug":16,"name":17,"color_token":18},"165808b7-bea9-4eef-8280-014b3d85e6bf","news-analizy","News & analizy","azure",{"id":20,"slug":21,"name":22,"color_token":23},"d6c684e6-7b4c-40d9-907b-469f30dc2126","tutoriale-how-to","Tutoriale how-to","olive",{"id":25,"slug":26,"name":27,"color_token":8},"73506ae5-4a59-4ce3-9712-58fbb8565fc4","nauka-biznes-marketing","Nauka biznes & marketing",[29,34,39,44,49,53,58,63,68,72,77,82,87,92,97,102,107,112,117,122],{"slug":30,"draft_id":31,"pillar_id":33},"google-vs-anthropic-kto-naprawde-kontroluje-open-source-ai",{"title":32},"Google vs Anthropic: kto naprawdę kontroluje open source AI?",{"name":17},{"slug":35,"draft_id":36,"pillar_id":38},"78-deklaruje-5-mierzy-gdzie-reszta-gubi-pieniadze",{"title":37},"78% deklaruje, 5% mierzy. Gdzie reszta gubi pieniądze?",{"name":27},{"slug":40,"draft_id":41,"pillar_id":43},"27-razy-zbudowalem-tego-samego-bota-oto-co-naprawde-psuje-sie-po-wyjsciu-z-demo",{"title":42},"Zapier, Make czy n8n: agenci AI i automatyzacja bez kodu w 2026",{"name":7},{"slug":45,"draft_id":46,"pillar_id":48},"news-analizy-nawigacja-w-dynamicznym-swiecie-ai",{"title":47},"Newsy i analizy AI w 2026: jak odróżnić zmianę realną od szumu",null,{"slug":50,"draft_id":51,"pillar_id":48},"praktyczne-zastosowania-ai-od-pilotazu-do-produkcji",{"title":52},"Praktyczne zastosowania AI: jak przejść od pilotażu do produkcji",{"slug":54,"draft_id":55,"pillar_id":57},"90-inwestuje-12-mierzy-to-jest-roznica-miedzy-zyskiem-a-wydatkiem",{"title":56},"90% inwestuje, 12% mierzy. To jest różnica między zyskiem a wydatkiem.",{"name":27},{"slug":59,"draft_id":60,"pillar_id":62},"web-search-rag-pipeline-zanim-napiszesz-kolejny-scraper-przeczytaj-o-czterech-pulapkach",{"title":61},"Twój scraper spala tokeny na menu nawigacyjnym. Oto co zrobić zamiast tego",{"name":12},{"slug":64,"draft_id":65,"pillar_id":67},"hermes-agent-vs-gpt-4-kto-naprawde-wygrywa-w-open-source",{"title":66},"Hermes Agent vs. GPT-4: Kto naprawdę wygrywa w open-source?",{"name":17},{"slug":69,"draft_id":70,"pillar_id":48},"tutoriale-how-to-praktyczne-integracje-ai-krok-po-kroku",{"title":71},"Tutoriale how-to: Praktyczne integracje AI krok po kroku",{"slug":73,"draft_id":74,"pillar_id":76},"twoj-pilot-ai-zachwycil-zarzad-dlaczego-nigdy-nie-trafi-na-hale-produkcyjna",{"title":75},"95% pilotaży AI nie trafia do produkcji — i nie chodzi o kod",{"name":12},{"slug":78,"draft_id":79,"pillar_id":81},"twoj-agent-ma-72-skutecznosci-zmiana-modelu-tego-nie-naprawi",{"title":80},"LLM jako selektor akcji: dlaczego 72% to pułap, którego nie przeskoczysz bez zmiany architektury",{"name":12},{"slug":83,"draft_id":84,"pillar_id":86},"openai-i-microsoft-kto-zyskuje-kto-traci-na-zerwaniu-wylacznosci",{"title":85},"OpenAI i Microsoft: kto zyskuje, kto traci na zerwaniu wyłączności",{"name":17},{"slug":88,"draft_id":89,"pillar_id":91},"5-dni-zero-kodu-dzialajacy-agent-ai-czy-google-naprawde-da-founderom-to-czego-potrzebuja",{"title":90},"5 dni, zero kodu, działający agent AI – czy Google naprawdę da founderom to, czego potrzebują?",{"name":22},{"slug":93,"draft_id":94,"pillar_id":96},"karpathy-w-anthropic-kto-teraz-naprawde-wyprzedzi-openai",{"title":95},"Karpathy w Anthropic: kto teraz naprawdę wyprzedzi OpenAI?",{"name":17},{"slug":98,"draft_id":99,"pillar_id":101},"chatgpt-w-rozmowach-o-depresji-czy-zwolnieniach-kiedy-ai-naprawde-rozumie-o-co-chodzi",{"title":100},"ChatGPT w rozmowach o depresji czy zwolnieniach — kiedy AI naprawdę rozumie, o co chodzi?",{"name":17},{"slug":103,"draft_id":104,"pillar_id":106},"twoj-agent-ai-wlasnie-zjadl-trucizne-i-nawet-o-tym-nie-wie",{"title":105},"Twój agent AI właśnie przeczytał stronę, która go okłamała — i nie wie o tym",{"name":12},{"slug":108,"draft_id":109,"pillar_id":111},"kiedy-brak-llm-gateway-zaczyna-kosztowac-mapa-decyzji-dla-operatora",{"title":110},"Kiedy jeden provider LLM zaczyna kosztować więcej niż cały zespół",{"name":12},{"slug":113,"draft_id":114,"pillar_id":116},"egzaminy-w-erze-ai-czy-chatgpt-zdalby-mature-lepiej-niz-twoje-dziecko",{"title":115},"Egzaminy w erze AI: Czy ChatGPT zdałby maturę lepiej niż twoje dziecko?",{"name":17},{"slug":118,"draft_id":119,"pillar_id":121},"nemotron-3-nano-vs-reszta-stawki-4b-kto-wygrywa-lokalny-benchmark-finansowy-w-2026",{"title":120},"Nemotron 3 Nano 4B: co potwierdzają źródła o modelu NVIDIA",{"name":7},{"slug":123,"draft_id":124,"pillar_id":126},"15-minut-vs-30-sekund-jak-przyspieszyc-pandasa-bez-kupowania-nowego-serwera",{"title":125},"15 minut vs 30 sekund: jak przyspieszyć Pandasa bez kupowania nowego serwera",{"name":22},[128,160,186,212,237,258,278],{"id":129,"label":130,"label_en":131,"icon":132,"subcategories":133,"count":159},"generowanie-tresci","Generowanie treści","Content Generation","pen-tool",[134,139,144,149,154],{"id":135,"label":136,"description":137,"count":138},"tekst-llm","Tekst i LLM","Chatboty, asystenci pisania, generatory copy, parafrazy",28,{"id":140,"label":141,"description":142,"count":143},"obrazy-design","Obrazy i design","Generowanie obrazów, edycja zdjęć, design graficzny",115,{"id":145,"label":146,"description":147,"count":148},"wideo-animacja","Wideo i animacja","Generowanie wideo, edycja, animacja AI",58,{"id":150,"label":151,"description":152,"count":153},"audio-mowa","Audio i mowa","TTS, voice cloning, generowanie muzyki, podcasty AI",43,{"id":155,"label":156,"description":157,"count":158},"kodowanie","Kodowanie","Asystenci kodowania, generacja kodu, code 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content marketing, reklamy, social media",76,{"id":198,"label":199,"description":200,"count":201},"sprzedaz-crm","Sprzedaż i CRM","CRM AI, lead generation, sales automation",39,{"id":203,"label":204,"description":205,"count":206},"analityka","Analityka i BI","Business Intelligence, analiza danych, raportowanie",7,{"id":208,"label":209,"description":210,"count":179},"finanse-ksiegowosc","Finanse i księgowość","Automatyzacja finansów, fakturowanie, księgowość AI",128,{"id":213,"label":214,"label_en":215,"icon":216,"subcategories":217,"count":201},"produktywnosc","Produktywność","Productivity","check-square",[218,222,227,232],{"id":219,"label":220,"description":221,"count":206},"asystenci","Asystenci AI","Asystenci osobisti, AI chat, asystenci głosowi",{"id":223,"label":224,"description":225,"count":226},"notatniki-pm","Notatniki i zarządzanie projektami","AI note-taking, project management, organizacja 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cytowania",2,26,{"id":259,"label":260,"label_en":261,"icon":262,"subcategories":263,"count":277},"infrastruktura","Infrastruktura i API","Infrastructure & API","server",[264,269,273],{"id":265,"label":266,"description":267,"count":268},"api-modele","API i modele","API LLM, hosting modeli, platformy AI",19,{"id":270,"label":271,"description":272,"count":236},"mcp-serwery","MCP i narzędzia deweloperskie","Model Context Protocol, SDK, frameworki AI",{"id":274,"label":275,"description":276,"count":251},"bezpieczenstwo","Bezpieczeństwo i compliance","AI security, monitoring, compliance, governance",24,{"id":279,"label":280,"label_en":281,"icon":282,"subcategories":283,"count":299},"pozostale","Pozostałe","Other","more-horizontal",[284,289,294],{"id":285,"label":286,"description":287,"count":288},"wykrywanie-ai","Wykrywanie AI","AI content detection, deepfake detection, watermarking",13,{"id":290,"label":291,"description":292,"count":293},"rozrywka","Rozrywka i lifestyle","AI w rozrywce, randki, gry, kreatywność",10,{"id":295,"label":296,"description":297,"count":298},"inne","Inne","Nieskategoryzowane narzędzia AI",12,35,{"data":301,"_meta":822,"alternatives":823,"deals":824},{"source":302,"source_key":303,"source_page_url":304,"name":305,"slug":306,"description":307,"title":308,"category":309,"access_model":310,"pricing_evidence":311,"capability_evidence":332,"headings":340,"breadcrumbs":353,"pros":362,"cons":373,"external_links":382,"affiliate_links":403,"official_link_candidates":409,"text_excerpt":410,"fetched_at":411,"final_url":304,"http_status":412,"content_type":413,"content_hash":414,"cache_file":415,"published":416,"verification_status":417,"official_url":418,"official_evidence":419,"api_available":672,"blog_titles":673,"data_region":682,"data_training":683,"entity_type":684,"external_rating":685,"features":686,"free_summary":702,"gdpr":672,"integrations":703,"languages":716,"license":720,"limitations":721,"model_names":730,"polish_support":742,"pricing_plans":743,"pricing_summary":769,"privacy_summary":770,"release_date":771,"research_links":772,"research_summary":776,"security_summary":777,"self_hosted":672,"short_description":778,"starting_price":779,"supported_platforms":780,"target_users":785,"trial_summary":793,"use_cases":794,"vendor":809,"status":810,"last_verified_at":811,"alternatives":812,"quality":817,"category_v3":140,"category_v3_main":129,"category_v3_label":141,"category_v3_reason":819,"deep_card":820,"deep_card_generated":416,"category_v3_main_label":130,"_category_fixed":416,"evidence":821},"Odkrywaj.AI","odkrywaj","https:\u002F\u002Fodkrywaj.ai\u002Fnarzedzia\u002Fflux\u002F","Flux (Black Forest Labs)","flux-black-forest-labs","Open source model obrazów AI: najostrzejszy tekst w generacjach, realizmem bije Midjourney.","Flux (Black Forest Labs): recenzja i cena | Odkrywaj.AI","generowanie obrazów AI (model wizualny; nie LLM tekstowy)","freemium",[308,312,313,314,315,316,317,318,319,320,321,322,323,324,325,326,327,328,329,330,331,330],"obrazy od $0 (open source) Open source model obrazów AI: najostrzejszy tekst w generacjach, realizmem bije Midjourney.","Wypróbuj za darmo → Czym jest Flux (Black Forest Labs)?","FLUX.1 to seria modeli generowania obrazów od Black Forest Labs - firmy założonej przez twórców Stable Diffusion (Robin Rombach i zespół z LMU München). Seria zawiera trzy modele: FLUX.1 [schnell] - szybki model open source (Apache 2.0) generujący obraz w 4 krokach dyfuzji, dostępny bezpłatnie przez Hugging Face i Comfy UI. FLUX.1 [dev] - mocniejszy model open source (non-commercial license) z 50 krokami dyfuzji, wyższą jakością i możliwością fine-tuningu. FLUX.1 [pro] - zamknięty model premium dostępny przez API (Replicate, fal.ai, Together AI) z najwyższą jakością i dokładnością promptów. Technologicznie Flux używa architektury flow matching zamiast klasycznej dyfuzji - generuje ostrzejsze detale szczególnie przy renderowaniu tekstu na obrazach, czego poprzednie modele (SDXL, Midjourney) nie potrafiły robić dobrze. Flux rozumie złożone prompty z precyzją zbliżoną do DALL-E 3.","Flux dostępny jest przez kilka platform bez konieczności lokalnej instalacji. Replicate.com: wchodzisz na replicate.com\u002Fblack-forest-labs\u002Fflux-1.1-pro, wpisujesz prompt, klikasz Run. Koszt: $0.04\u002Fgeneracja dla [schnell], $0.055 dla [pro]. API: kopiujesz API token z Replicate i używasz w własnej aplikacji przez SDK Python\u002FNode. fal.ai: szybsza platforma z niższymi cenami ($0.025\u002Fgeneracja dla flux-schnell). Comfy AI: darmowy interfejs online z workflow nodes - możesz budować kompleksowe pipeline bez kodowania. Hugging Face Spaces: darmowe demo [schnell] bez rejestracji (kolejka przy dużym ruchu). Lokalna instalacja przez ComfyUI: pobierasz model z Hugging Face (12-24GB), uruchamiasz na własnym GPU. Dla celów testowych i okazjonalnego użycia: Replicate daje $5 darmowych kredytów po rejestracji - wystarczające na 90-125 generacji.","Flux, Midjourney i DALL-E 3 to trzy różne narzędzia z różnymi mocnymi stronami. Flux wygrywa: renderowaniem tekstu na obrazach (plakaty, mockupy, typografia), realistyczną anatomią i proporcjami ciała, open source dostępnością i integracją API, fine-tuningiem i personalizacją modelu (LoRA). Midjourney wygrywa: artystyczną jakością kompozycji i estetyką, społecznością i inspiracją (galeria milionów generacji), prostotą użycia (Discord), spójnym stylem marki. DALL-E 3 wygrywa: rozumieniem złożonych promptów narracyjnych, integracją z ChatGPT i Microsoft Copilot, bezpieczeństwem treści i polityką content moderation. Kiedy wybrać Flux: generujesz obrazy z tekstem, budujesz aplikację z API, chcesz open source lub fine-tuning. Kiedy wybrać Midjourney: zależy Ci na artystycznej jakości i estetyce. Kiedy wybrać DALL-E 3: używasz ChatGPT i chcesz spójnej integracji.","+ Najlepsze renderowanie tekstu na obrazach: napisy, logotypy i plakaty czytelne i precyzyjne + FLUX.1 [dev] open source: możesz uruchomić lokalnie na GPU lub przez Comfy UI + Realistyczne proporcje ciała: dłonie, anatomia i detale na poziomie powyżej Midjourney + FLUX.1 [schnell]: szybki darmowy model (4 kroki) dostępny przez Hugging Face + API przez Replicate i fal.ai: łatwa integracja z własnymi aplikacjami \u002F\u002F wady","− Brak natywnego interfejsu webowego: Flux wymaga zewnętrznych platform (Replicate, fal.ai, ComfyUI) − FLUX.1 [pro] jest płatny: API Replicate $0.055\u002Fgeneracja, szybko rośnie przy dużym wolumenie − Lokalny hosting wymaga GPU minimum 12GB VRAM dla [dev], 24GB dla [pro distilled] − Styl artystyczny słabszy niż Midjourney: Flux celuje w realizm, nie w malarskie kompozycje Cennik Flux (Black Forest Labs)","Free","$0 \u002F mies. + Kredyty startowe na testowanie + Dostep do FLUX.1 Schnell + API REST + Generowanie do 1 MP Pay-per-use","od $0.003 + FLUX.1 Schnell: $0.003\u002Fobraz + FLUX.1 Dev: $0.025\u002Fobraz + FLUX.1 Pro: $0.055\u002Fobraz + Brak abonamentu + Pelne prawa komercyjne polecany Enterprise","Wycena \u002F mies. + Nielimitowane generowanie + Fine-tuning wlasnych modeli + Dedykowana infrastruktura + SLA i wsparcie enterprise + Dostep do najnowszych modeli","Jak wygenerować obraz w Flux przez Replicate bez kodowania? + Flux przez Replicate bez kodu: otwierasz replicate.com i rejestrujesz konto (Google OAuth). Wpisujesz w wyszukiwarce „flux” i wybierasz black-forest-labs\u002Fflux-1.1-pro. Na stronie modelu: wypełniasz pole Prompt (po angielsku dla najlepszych wyników). Ustawiasz parametry: Width i Height (domyślnie 1024×1024, dla portretów 768×1024), Steps (domyślnie 50 dla pro), Guidance scale (3-7, wyższy = bliżej promptu). Klikasz Run. Generacja trwa 10-30 sekund. Pobierasz obraz przez przycisk Download. Koszt: Replicate pobiera $0.055 za generację z konta (płacisz za użycie, nie za subskrypcję). Darmowy kredit $5 przy rejestracji = 90 darmowych generacji. Wskazówka: model [schnell] na Replicate ($0.003\u002Fgen) jest 18x tańszy gdy potrzebujesz szybkich szkiców bez najwyższej jakości.","Jak Flux API zintegrować z własną aplikacją? + Integracja Flux API przez Replicate: rejestrujesz konto Replicate i pobierasz API Token ze strony account\u002Fapi-tokens. W Node.js: npm install replicate. W kodzie: import Replicate from 'replicate'; const replicate = new Replicate({auth: process.env.REPLICATE_API_TOKEN}); const output = await replicate.run('black-forest-labs\u002Fflux-1.1-pro', {input: {prompt: 'your prompt', width: 1024, height: 1024}}); - output to URL wygenerowanego obrazu. W Python: pip install replicate, import replicate, output = replicate.run('black-forest-labs\u002Fflux-1.1-pro', input={'prompt': '...'}). Przez fal.ai (tańsza alternatywa): npm install @fal-ai\u002Fclient, konfiguracja przez FAL_KEY. Koszty przy integracji: dla aplikacji z dużym wolumenem, fal.ai ($0.025\u002Fgen schnell, $0.05\u002Fgen pro) jest tańsze niż Replicate. Together AI oferuje Flux z unlimited API za stały miesięczny koszt - opłacalne przy 1000+ generacji\u002Fdzień.","M Midjourney od $10\u002Fmc","L Leonardo AI od $0\u002Fmc","A Adobe Firefly od $0\u002Fmc","C Canva AI od $0\u002Fmc","I Ideogram od $0\u002Fmc \u002F\u002F newsletter","od $0 (open source)","Wypróbuj za darmo →",[312,333,314,334,315,316,317,318,335,320,322,336,324,337,330,330,338,339],"Seria modeli FLUX.1 od twórców Stable Diffusion. FLUX.1 [dev] open source, [schnell] szybki, [pro] najlepsza jakość. Najlepszy rendering tekstu na obrazach, realistyczne proporcje ciała, API przez Replicate i fal.ai.","Flux jest narzędziem dla developerów, designerów i zaawansowanych użytkowników AI którzy potrzebują wysokiej jakości generowania obrazów z możliwością integracji i customizacji. Developerzy budujący aplikacje z generowaniem obrazów - Flux API przez Replicate jest proste do integracji i tańsze niż DALL-E 3. Designerzy tworzący materiały z tekstem na obrazach (plakaty, mockupy, reklamy) - renderowanie tekstu w Flux jest unikalnie precyzyjne. Fotografowie retuszujący i generujący realistyczne ujęcia - Flux Realism LoRA (fine-tuned model) daje fotorealistyczne wyniki. Użytkownicy ComfyUI i Automatic1111 szukający lepszego modelu bazowego niż SDXL - Flux [dev] jest dostępny lokalnie. Flux jest mniej odpowiedni dla: użytkowników szukających prostego interfejsu webowego (Midjourney Discord jest prostszy), artystów chcących malarskiego stylu, osób bez doświadczenia z AI tools.","Testowanie przez API (kredyty startowe)","Jak Flux renderuje tekst na obrazach lepiej niż inne modele? + Przewaga Flux w renderowaniu tekstu wynika z architektury modelu. Klasyczne modele dyfuzji (SDXL, Midjourney) mają problem z literami - często mieszają znaki, tworzą nieistniejące litery lub deformują słowa. Flux używa flow matching z lepszym rozumieniem struktury znaków. Jak korzystać z text rendering: wpisujesz tekst w cudzysłowie w prompcie: „A movie poster with the text 'INCEPTION' in bold letters at the top”. Dla polskich znaków: Flux radzi sobie z ą, ę, ó, ń ale wyniki są mniej pewne niż dla angielskiego alfabetu. Wskazówki: krótki tekst (1-5 słów) daje najlepsze wyniki. Dla długich napisów podziel prompt na kilka generacji i składaj w edytorze graficznym. Specifykuj font style: „in bold Arial font”, „in handwritten style”, „in neon sign style”. Modele Flux ControlNet (dostępne przez ComfyUI) pozwalają nakładać tekst na konkretne kształty.","Zapisz się →","Wypróbuj → narzedzia Katalog O nas Kontakt Regulamin Polityka prywatności \u002F\u002F Kategorie: Modele AI Pisanie Obrazy Kod Wideo Automatyzacja AI Agenci \u002F\u002F Ekosystem: News Newsletter \u002F\u002F ODKRYWAJ.AI © 2026 Basalt Interactive","Szczegóły znajdziesz w Polityce prywatności .",[341,342,343,344,345,346,347,319,348,349,350,351,352],"Czym jest Flux (Black Forest Labs)?","Jak działają modele FLUX.1?","Dla kogo jest Flux?","Jak używać Flux przez Replicate i inne platformy?","Flux vs Midjourney i DALL-E 3: kiedy wybrać co?","Zalety i wady Flux (Black Forest Labs)","Cennik Flux (Black Forest Labs)","Pay-per-use","Enterprise","Najczęściej zadawane pytania","Alternatywy dla Flux (Black Forest Labs)","Bądź na bieżąco z AI",[354,355,356,357,354,355,356,357,358,331,359,325,326,327,328,360,331,361,354,355],"narzedzia","Katalog","O nas","Kontakt","Obrazy","Sprawdź aktualne ceny →","I Ideogram od $0\u002Fmc","Wypróbuj →",[363,364,365,366,367,368,369,370,371,372],"Bardzo mocne renderowanie tekstu i typografii","Fotorealizm i wysoka jakość detali","Edycja obrazów i multi-reference w jednym ekosystemie","Dostępne open weights dla części wariantów","Integracja przez API i popularne narzędzia open-source","Najlepsze renderowanie tekstu na obrazach: napisy, logotypy i plakaty czytelne i precyzyjne","FLUX.1 [dev] open source: możesz uruchomić lokalnie na GPU lub przez Comfy UI","Realistyczne proporcje ciała: dłonie, anatomia i detale na poziomie powyżej Midjourney","FLUX.1 [schnell]: szybki darmowy model (4 kroki) dostępny przez Hugging Face","API przez Replicate i fal.ai: łatwa integracja z własnymi aplikacjami",[374,375,376,377,378,379,380,381],"Dostęp do części modeli i wyższych planów jest płatny","Niektóre warianty open-weight mają ograniczenia licencyjne (np. non-commercial)","Brak negatywnych promptów w FLUX.2 może wymagać zmiany nawyków promptowania","Najbardziej zaawansowane warianty i self-hosting komercyjny wymagają licencji lub kontaktu z działem sprzedaży","Brak natywnego interfejsu webowego: Flux wymaga zewnętrznych platform (Replicate, fal.ai, ComfyUI)","FLUX.1 [pro] jest płatny: API Replicate $0.055\u002Fgeneracja, szybko rośnie przy dużym wolumenie","Lokalny hosting wymaga GPU minimum 12GB VRAM dla [dev], 24GB dla [pro distilled]","Styl artystyczny słabszy niż Midjourney: Flux celuje w realizm, nie w malarskie kompozycje",[383,386,387,388,391,393,395,397,399,401],{"url":384,"text":385},"https:\u002F\u002Fnews.odkrywaj.ai\u002F","News",{"url":384,"text":385},{"url":384,"text":385},{"url":389,"text":390},"https:\u002F\u002Fx.com\u002FOdkrywajAi","",{"url":392,"text":390},"https:\u002F\u002Fwww.instagram.com\u002Fodkrywaj_ai\u002F",{"url":394,"text":390},"https:\u002F\u002Fwww.facebook.com\u002Fpeople\u002FOdkrywaj-AI\u002F61574377403970\u002F",{"url":396,"text":390},"https:\u002F\u002Fwww.tiktok.com\u002F@odkrywajai",{"url":398,"text":390},"https:\u002F\u002Fwww.youtube.com\u002F@Odkrywaj_AI",{"url":400,"text":390},"https:\u002F\u002Fdiscord.gg\u002FpdZYPR83vq",{"url":402,"text":390},"mailto:kontakt@odkrywaj.ai",[404,406,407,408],{"url":405,"text":331},"https:\u002F\u002Fodkrywaj.ai\u002Fnarzedzia\u002Fgo\u002Fflux",{"url":405,"text":359},{"url":405,"text":331},{"url":405,"text":361},[],"Flux (Black Forest Labs): recenzja i cena | Odkrywaj.AI \nnarzedzia \u002F\u002F Katalog \u002F O nas \u002F Kontakt \u002F News Newsletter narzedzia Katalog O nas Kontakt News NEWSLETTER Odkrywaj.AI \u002F Narzędzia \u002F Obrazy \u002F Flux (Black Forest Labs) \nF Flux (Black Forest Labs)\nobrazy od $0 (open source) Open source model obrazów AI: najostrzejszy tekst w generacjach, realizmem bije Midjourney.\nWypróbuj za darmo → Czym jest Flux (Black Forest Labs)?\nSeria modeli FLUX.1 od twórców Stable Diffusion. FLUX.1 [dev] open source, [schnell] szybki, [pro] najlepsza jakość. Najlepszy rendering tekstu na obrazach, realistyczne proporcje ciała, API przez Replicate i fal.ai.\nJak działają modele FLUX.1?\nFLUX.1 to seria modeli generowania obrazów od Black Forest Labs - firmy założonej przez twórców Stable Diffusion (Robin Rombach i zespół z LMU München). Seria zawiera trzy modele: FLUX.1 [schnell] - szybki model open source (Apache 2.0) generujący obraz w 4 krokach dyfuzji, dostępny bezpłatnie przez Hugging Face i Comfy UI. FLUX.1 [dev] - mocniejszy model open source (non-commercial license) z 50 krokami dyfuzji, wyższą jakością i możliwością fine-tuningu. FLUX.1 [pro] - zamknięty model premium dostępny przez API (Replicate, fal.ai, Together AI) z najwyższą jakością i dokładnością promptów. Technologicznie Flux używa architektury flow matching zamiast klasycznej dyfuzji - generuje ostrzejsze detale szczególnie przy renderowaniu tekstu na obrazach, czego poprzednie modele (SDXL, Midjourney) nie potrafiły robić dobrze. Flux rozumie złożone prompty z precyzją zbliżoną do DALL-E 3.\nDla kogo jest Flux?\nFlux jest narzędziem dla developerów, designerów i zaawansowanych użytkowników AI którzy potrzebują wysokiej jakości generowania obrazów z możliwością integracji i customizacji. Developerzy budujący aplikacje z generowaniem obrazów - Flux API przez Replicate jest proste do integracji i tańsze niż DALL-E 3. Designerzy tworzący materiały z tekstem na obrazach (plakaty, mockupy, reklamy) - renderowanie tekstu w Flux jest unikalnie precyzyjne. Fotografowie retuszujący i generujący realistyczne ujęcia - Flux Realism LoRA (fine-tuned model) daje fotorealistyczne wyniki. Użytkownicy ComfyUI i Automatic1111 szukający lepszego modelu bazowego niż SDXL - Flux [dev] jest dostępny lokalnie. Flux jest mniej odpowiedni dla: użytkowników szukających prostego interfejsu webowego (Midjourney Discord jest prostszy), artystów chcących malarskiego stylu, osób bez doświadczenia z AI tools.\nJak używać Flux przez Replicate i inne platformy?\nFlux dostępny jest przez kilka platform bez konieczności lokalnej instalacji. Replicate.com: wchodzisz na replicate.com\u002Fblack-forest-labs\u002Fflux-1.1-pro, wpisujesz prompt, klikasz Run. Koszt: $0.04\u002Fgeneracja dla [schnell], $0.055 dla [pro]. API: kopiujesz API token z Replicate i używasz w własnej aplikacji przez SDK Python\u002FNode. fal.ai: szybsza platforma z niższymi cenami ($0.025\u002Fgeneracja dla flux-schnell). Comfy AI: darmowy interfejs online z workflow nodes - możesz budować kompleksowe pipeline bez kodowania. Hugging Face Spaces: darmowe demo [schnell] bez rejestracji (kolejka przy dużym ruchu). Lokalna instalacja przez ComfyUI: pobierasz model z Hugging Face (12-24GB), uruchamiasz na własnym GPU. Dla celów testowych i okazjonalnego użycia: Replicate daje $5 darmowych kredytów po rejestracji - wystarczające na 90-125 generacji.\nFlux vs Midjourney i DALL-E 3: kiedy wybrać co?\nFlux, Midjourney i DALL-E 3 to trzy różne narzędzia z różnymi mocnymi stronami. Flux wygrywa: renderowaniem tekstu na obrazach (plakaty, mockupy, typografia), realistyczną anatomią i proporcjami ciała, open source dostępnością i integracją API, fine-tuningiem i personalizacją modelu (LoRA). Midjourney wygrywa: artystyczną jakością kompozycji i estetyką, społecznością i inspiracją (galeria milionów generacji), prostotą użycia (Discord), spójnym stylem marki. DALL-E 3 wygrywa: rozumieniem złożonych promptów narracyjnych, integracją z ChatGPT i Microsoft Copilot, bezpieczeństwem treści i polityką content moderation. Kiedy wybrać Flux: generujesz obrazy z tekstem, budujesz aplikację z API, chcesz open source lub fine-tuning. Kiedy wybrać Midjourney: zależy Ci na artystycznej jakości i estetyce. Kiedy wybrać DALL-E 3: używasz ChatGPT i chcesz spójnej integracji.\nCzytaj więcej →\nZalety i wady Flux (Black Forest Labs)\n\u002F\u002F zalety\n+ Najlepsze renderowanie tekstu na obrazach: napisy, logotypy i plakaty czytelne i precyzyjne + FLUX.1 [dev] open source: możesz uruchomić lokalnie na GPU lub przez Comfy UI + Realistyczne proporcje ciała: dłonie, anatomia i detale na poziomie powyżej Midjourney + FLUX.1 [schnell]: szybki darmowy model (4 kroki) dostępny przez Hugging Face + API przez Replicate i fal.ai: łatwa integracja z własnymi aplikacjami \u002F\u002F wady\n− Brak natywnego interfejsu webowego: Flux wymaga zewnętrznych platform (Replicate, fal.ai, ComfyUI) − FLUX.1 [pro] jest płatny: API Replicate $0.055\u002Fgeneracja, szybko rośnie przy dużym wolumenie − Lokalny hosting wymaga GPU minimum 12GB VRAM dla [dev], 24GB dla [pro distilled] − Styl artystyczny słabszy niż Midjourney: Flux celuje w realizm, nie w malarskie kompozycje Cennik Flux (Black Forest Labs)\n\u002F\u002F cennik\nFree\nTestowanie przez API (kredyty startowe)\n$0 \u002F mies. + Kredyty startowe na testowanie + Dostep do FLUX.1 Schnell + API REST + Generowanie do 1 MP Pay-per-use\nPlatnosc za kazdy wygenerowany obraz\nod $0.003 + FLUX.1 Schnell: $0.003\u002Fobraz + FLUX.1 Dev: $0.025\u002Fobraz + FLUX.1 Pro: $0.055\u002Fobraz + Brak abonamentu + Pelne prawa komercyjne polecany Enterprise\nDla firm i integratorow\nWycena \u002F mies. + Nielimitowane generowanie + Fine-tuning wlasnych modeli + Dedykowana infrastruktura + SLA i wsparcie enterprise + Dostep do najnowszych modeli \nOstatnia aktualizacja: 8 kwietnia 2026 · Sprawdź aktualne ceny → \nNajczęściej zadawane pytania\nJak wygenerować obraz w Flux przez Replicate bez kodowania? + Flux przez Replicate bez kodu: otwierasz replicate.com i rejestrujesz konto (Google OAuth). Wpisujesz w wyszukiwarce „flux” i wybierasz black-forest-labs\u002Fflux-1.1-pro. Na stronie modelu: wypełniasz pole Prompt (po angielsku dla najlepszych wyników). Ustawiasz parametry: Width i Height (domyślnie 1024×1024, dla portretów 768×1024), Steps (domyślnie 50 dla pro), Guidance scale (3-7, wyższy = bliżej promptu). Klikasz Run. Generacja trwa 10-30 sekund. Pobierasz obraz przez przycisk Download. Koszt: Replicate pobiera $0.055 za generację z konta (płacisz za użycie, nie za subskrypcję). Darmowy kredit $5 przy rejestracji = 90 darmowych generacji. Wskazówka: model [schnell] na Replicate ($0.003\u002Fgen) jest 18x tańszy gdy potrzebujesz szybkich szkiców bez najwyższej jakości.\nJak Flux renderuje tekst na obrazach lepiej niż inne modele? + Przewaga Flux w renderowaniu tekstu wynika z architektury modelu. Klasyczne modele dyfuzji (SDXL, Midjourney) mają problem z literami - często mieszają znaki, tworzą nieistniejące litery lub deformują słowa. Flux używa flow matching z lepszym rozumieniem struktury znaków. Jak korzystać z text rendering: wpisujesz tekst w cudzysłowie w prompcie: „A movie poster with the text 'INCEPTION' in bold letters at the top”. Dla polskich znaków: Flux radzi sobie z ą, ę, ó, ń ale wyniki są mniej pewne niż dla angielskiego alfabetu. Wskazówki: krótki tekst (1-5 słów) daje najlepsze wyniki. Dla długich napisów podziel prompt na kilka generacji i składaj w edytorze graficznym. Specifykuj font style: „in bold Arial font”, „in handwritten style”, „in neon sign style”. Modele Flux ControlNet (dostępne przez ComfyUI) pozwalają nakładać tekst na konkretne kształty.\nJak zainstalować Flux lokalnie przez ComfyUI? + Lokalna instalacja Flux przez ComfyUI: wymagania - GPU z minimum 12GB VRAM (RTX 3060 12GB, RTX 4070, RTX 4090). Kroki: instalujesz ComfyUI z GitHub (git clone + pip install -r requirements.txt). Pobierasz model: FLUX.1-dev z Hugging Face (wymaga akceptacji licencji non-commercial), plik fp8 (~12GB) lub bf16 (~24GB). Kopiujesz plik modelu do ComfyUI\u002Fmodels\u002Fcheckpoints\u002F. Pobierasz VAE (ae.safetensors ~335MB) do ComfyUI\u002Fmodels\u002Fvae\u002F. Pobierasz text encoders (clip_l.safetensors i t5xxl_fp8.safetensors) do ComfyUI\u002Fmodels\u002Fclip\u002F. Uruchamiasz ComfyUI: python main.py. Ładujesz gotowy Flux workflow z Comfy Registry lub tworzysz własny. Czas pierwszej generacji: 2-5 minut (model się ładuje). Kolejne generacje: 30-90 sekund zależnie od GPU. FLUX.1 [schnell] jest szybszy (4 kroki vs 50) - idealny do lokalnych testów.\nJakie są najlepsze prompty do Flux dla fotorealistycznych obrazów? + Prompty do fotorealistycznych obrazów Flux: zamiast opisywać styl (realistic, photorealistic) - opisuj obiektywne cechy techniczne. Skuteczne formuły: „Shot on Sony A7IV, 85mm f\u002F1.8 lens, natural window light, shallow depth of field” - model rozumie parametry sprzętu fotograficznego. „RAW photo, 8K resolution, fine grain film texture, professional color grading” - kieruje ku fotograficznej jakości. Dla portretów: „Studio portrait, soft box lighting, neutral grey background, sharp focus on eyes, slight bokeh on background”. Dla produktów: „Product photography on white seamless background, studio lighting from left, single light source, commercial quality”. Czego unikać: „hyperrealistic” i „photorealistic” są mniej skuteczne niż konkretne opisy techniczne. Flux Realism LoRA (pobierasz osobno z Civitai lub Hugging Face) jeszcze bardziej podkręca fotorealizm bez dodatkowych słów kluczowych w prompcie.\nJak Flux API zintegrować z własną aplikacją? + Integracja Flux API przez Replicate: rejestrujesz konto Replicate i pobierasz API Token ze strony account\u002Fapi-tokens. W Node.js: npm install replicate. W kodzie: import Replicate from 'replicate'; const replicate = new Replicate({auth: process.env.REPLICATE_API_TOKEN}); const output = await replicate.run('black-forest-labs\u002Fflux-1.1-pro', {input: {prompt: 'your prompt', width: 1024, height: 1024}}); - output to URL wygenerowanego obrazu. W Python: pip install replicate, import replicate, output = replicate.run('black-forest-labs\u002Fflux-1.1-pro', input={'prompt': '...'}). Przez fal.ai (tańsza alternatywa): npm install @fal-ai\u002Fclient, konfiguracja przez FAL_KEY. Koszty przy integracji: dla aplikacji z dużym wolumenem, fal.ai ($0.025\u002Fgen schnell, $0.05\u002Fgen pro) jest tańsze niż Replicate. Together AI oferuje Flux z unlimited API za stały miesięczny koszt - opłacalne przy 1000+ generacji\u002Fdzień.\nAlternatywy dla Flux (Black Forest Labs)\nM Midjourney od $10\u002Fmc \nL Leonardo AI od $0\u002Fmc \nA Adobe Firefly od $0\u002Fmc \nC Canva AI od $0\u002Fmc \nI Ideogram od $0\u002Fmc \u002F\u002F newsletter\nBądź na bieżąco z AI\nNowe narzędzia, promocje i analizy - co tydzień, po polsku.\nAdres email \nZapisz się →\nFlux (Black Forest Labs)\nod $0 (open source)\nWypróbuj za darmo → \n← wróć do katalogu\nFlux (Black Forest Labs)\nod $0 (open source)\nWypróbuj → narzedzia Katalog O nas Kontakt Regulamin Polityka prywatności \u002F\u002F Kategorie: Modele AI Pisanie Obrazy Kod Wideo Automatyzacja AI Agenci \u002F\u002F Ekosystem: News Newsletter \u002F\u002F ODKRYWAJ.AI © 2026 Basalt Interactive\n\u002F\u002F Cookies \nUżywamy plików cookies: niezbędnych do działania serwisu oraz - za Twoją zgodą -\nanalitycznych i marketingowych (Google Analytics, Microsoft Clarity, Meta Pixel).\nSzczegóły znajdziesz w Polityce prywatności .\nAkceptuję Tylko niezbędne","2026-08-09T00:08:04.957Z",200,"text\u002Fhtml","7bba243d080845909478c95c214e5b70703c76b3cff7235604d8d613d50614ed","data\u002Fcatalog\u002Fcache\u002Fodkrywaj\u002F4502b754512a6adb18a30ab48516a0474c27104157208371cf1210a6f59b74aa.html",true,"human_verified","https:\u002F\u002Fbfl.ai\u002F",{"url":420,"final_url":418,"status":412,"fetched_at":421,"content_hash":422,"title":423,"description":424,"headings":425,"pricing_evidence":439,"privacy_evidence":444,"capability_evidence":447,"text_excerpt":454,"linked_pages":455,"research_links":657,"blog_titles":661,"use_case_evidence":670,"feature_evidence":671},"https:\u002F\u002Fblackforestlabs.ai\u002F","2026-08-09T01:04:23.880Z","d6ddf51f072e3bbed34d8c91255693af521373dd7d06dacc2df2938d718cd52a","Black Forest Labs - Frontier AI Lab","Black Forest Labs is building visual intelligence: models that understand, reason, and act in the world. Use FLUX models via our API.",[426,427,428,429,430,431,349,432,433,434,435,436,437,438],"FLUX 3","One model,\nmultiple modalities.","Introducing FLUX 3","Ready to run.","API","Open Weights","Playground","See what’s new","FLUX 3 - Real World Models","Our co-founder and CEO urges G7 leaders to back open innovation","Martin Scorsese is an advisor to Black Forest Labs","Laying the Foundations for Visual Intelligence—Our $300M Series B","What hasn’t been can now be.",[440,441,442,443],"Black Forest Labs - Frontier AI Lab Models Research API Open Weights Pricing Enterprise Resources Contact Sales FLUX 3","Get started with API Pricing Documentation Dashboard Open Weights","Read more Read article: Martin Scorsese is an advisor to Black Forest Labs Laying the Foundations for Visual Intelligence—Our $300M Series B","Read more Read article: Laying the Foundations for Visual Intelligence—Our $300M Series B Explore All Announcements What hasn’t been can now be.",[445,446],"About Us Careers Trust and Security Contact Us ISO 27001:2022 SOC 2 Type II Enterprise","Imprint Terms of Service Usage Policy Privacy Policy Intellectual Property Policy Developer Terms of Service FLUX API Service Terms Self-Hosted Terms of Service Non-Commercial License Terms Responsible AI Development Policy All rights reserved.",[440,448,449,430,450,441,451,452,453,446],"Whether you're scaling through API, running open weights on your infrastructure, or just experimenting – our models work wherever you do.","Start in our playground. Integrate via API. Download our models, customize, and deploy anywhere.","Premium Quality Ease of Use Built for scale Simple-to-integrate API to access the latest and most powerful FLUX models. Built to handle production workloads at any scale.","Scale Customization For larger organizations and their teams looking to add the FLUX API and open weights license to their products and services.","Try Playground Start in our playground. Integrate via API. Download our models, customize, and deploy anywhere.","FLUX 3 FLUX.2 Max FLUX.2 FLUX.2 Klein Flux Tools API","Black Forest Labs - Frontier AI Lab Models Research API Open Weights Pricing Enterprise Resources Contact Sales FLUX 3\nOne multimodal model for Image Video Audio Action-Prediction \nCreations are truer to life in every kind of style.\nTry it Read more One model,\nmultiple modalities.\nVideo Audio Image soon Action-Prediction Stylistically diverse beyond just cinematic, with native audio and up to 20 second clips in a single generation. Start from text, an image, or keyframes, and get multiple shots in one take.\nOptional audio. Multilingual speech, effects and ambience generated with the frames.\nImages grounded in the real world. A wide variety of styles, highly-accurate text rendering, and the ability to handle complex prompts.\nUnifies perception, simulation and execution for robotics. Takes visual observations and text instructions as input to predict the desired physical outcome visually and as robot control actions. Learn more \n1 \u002F 9 Sample 1 of 9 for Video Introducing FLUX 3\nPlay Ready to run.\nWhether you're scaling through API, running open weights on your infrastructure, or just experimenting – our models work wherever you do.\nStart in our playground. Integrate via API. Download our models, customize, and deploy anywhere.\nAPI\nPremium Quality Ease of Use Built for scale Simple-to-integrate API to access the latest and most powerful FLUX models. Built to handle production workloads at any scale.\nGet started with API Pricing Documentation Dashboard Open Weights\nFull model access Deploy anywhere Customizable Run FLUX models on your own infrastructure. Full control over deployment, fine-tuning, and customization.\nGet a License Hugging Face GitHub Enterprise\nScale Customization For larger organizations and their teams looking to add the FLUX API and open weights license to their products and services.\nLearn more SOC 2 ISO 27001 Playground\nTry instantly No code required Explore and experiment Experiment with FLUX's most advanced models in your browser. Test ideas, iterate on prompts, or transform media.\nTry Playground Start in our playground. Integrate via API. Download our models, customize, and deploy anywhere.\nSee what’s new\nExplore All Announcements FLUX 3 - Real World Models\nTowards Multimodal Flow Models as the Backbone of Visual Intelligence.\nRead more Read article: FLUX 3 - Real World Models Our co-founder and CEO urges G7 leaders to back open innovation\nRead more Read article: Our co-founder and CEO urges G7 leaders to back open innovation Martin Scorsese is an advisor to Black Forest Labs\nRead more Read article: Martin Scorsese is an advisor to Black Forest Labs Laying the Foundations for Visual Intelligence—Our $300M Series B\nRead more Read article: Laying the Foundations for Visual Intelligence—Our $300M Series B Explore All Announcements What hasn’t been can now be. \nGet started Contact sales Models\nFLUX 3 FLUX.2 Max FLUX.2 FLUX.2 Klein Flux Tools API\nDocumentation Dashboard Status Open Weights\nLicensing Hugging Face GitHub Resources\nDocumentation Help Desk Blog Creator Program Brand GitHub Company\nAbout Us Careers Trust and Security Contact Us ISO 27001:2022 SOC 2 Type II Enterprise\nLearn More Contact Sales Legal\nImprint Terms of Service Usage Policy Privacy Policy Intellectual Property Policy Developer Terms of Service FLUX API Service Terms Self-Hosted Terms of Service Non-Commercial License Terms Responsible AI Development Policy All rights reserved.\n© 2026 BLACK FOREST LABS.",[456,484,499,526,548,571,585,594,603,617,636,645],{"url":457,"kind":458,"anchor":459,"title":460,"description":424,"headings":461,"feature_evidence":462,"use_case_evidence":481,"fetched_at":482,"status":412,"content_hash":483},"https:\u002F\u002Fbfl.ai\u002Flegal\u002Fflux-api-service-terms","feature","FLUX API Service Terms","FLUX API Service Terms | Black Forest Labs",[459],[463,464,465,466,467,468,469,470,471,472,473,474,475,476,477,478,479,480,453,446],"FLUX API Service Terms | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales FLUX API Service Terms","These FLUX API Service Terms (\" API Terms \") govern Developer's access to and use of the FLUX AI Models via the FLUX API. These API Terms are part of, and incorporated into, the Black Forest Labs Developer Terms of Service (\" Developer Terms \"). By agreeing to these API Terms, Developer also agrees to the Developer Terms (found at https:\u002F\u002Fbfl.ai\u002Flegal\u002Fdeveloper-terms-of-service ) (collectively, the \"Terms\"). Capitalized terms used but not otherwise defined in these API Terms have the meanings given to them in the Developer Terms. In the event of any conflict between these API Terms and the Developer Terms, these API Terms will control, but solely with respect to Developer's access and use of the FLUX AI Models via the FLUX API.","Where an Order Form to a FLUX Model API Services Agreement specifies these API Terms, these API Terms are also incorporated by reference into the applicable FLUX Model API Services Agreement and accompanying Order Form (together, the \"Agreement\"). In the event of any conflict between these API Terms and the rest of the Agreement with respect to Flux AI Model-specific matters, these API Terms shall control. Capitalized terms not defined in these API Terms have the meanings given in the Agreement.","1. The FLUX API and FLUX AI Models","The FLUX API allows Developer to integrate the Developer Application with the FLUX AI Models and, if permitted, fine-tune the FLUX AI Models via interaction with an API that we control.","a. License to the FLUX API. If Developer chooses to use the FLUX API, and subject to the Terms, the Company grants Developer a limited, worldwide, non-exclusive, non-transferable, non-sublicensable, revocable license to access and use the FLUX API, FLUX AI Models, and Derivatives of the FLUX AI Models if permitted through the FLUX API (such as the fine-tuning of a FLUX AI Model) solely to develop and operate integrations whereby End Users of a Developer Application can interface with the FLUX AI Models from within the Developer Application. Developer may not allow access to the FLUX API, FLUX AI Models, or Derivatives from any source other than the Developer Application. This means that Developer may not host (or authorise or direct a third party to host) an API endpoint to any FLUX AI Models that allows third parties to integrate or otherwise use the FLUX AI Models in or with their own products or services under these API Terms.","Fees for the use of the FLUX AI Models through the FLUX API are available at https:\u002F\u002Fbfl.ai\u002Fpricing\u002Fapi\u002F. Fees may be charged up-front and then used as credits on submitted Inputs. Developer may purchase prepaid credits for use with the FLUX API at then-current prices as published by the Company. The Company may offer credits in various quantities or packages at its discretion. All credit purchases are non-refundable and must be used in accordance with the Terms.","Developer will not attempt to exceed or circumvent limitations on access, calls, and use of the FLUX API (\"Rate Limits\"), or otherwise use the FLUX API in a manner that exceeds reasonable request volume, constitutes excessive or abusive usage (in the Company’s sole discretion), or otherwise does not comply with these Terms.","If Developer exceeds, or the Company reasonably believes that Developer has attempted to circumvent, the Rate Limits or controls to limit use of the FLUX API, then Developer's ability to use the FLUX API and\u002For FLUX Services may be temporarily suspended or permanently blocked. Developer understands and agrees that the specifications for the FLUX API shall be defined by the Company in its sole discretion, and Developer is responsible for the development and other costs associated with integrating with the FLUX API and FLUX AI Models.","Outputs are subject to the technical parameters set out in the applicable Order Form and the Company's technical documentation (found at https:\u002F\u002Fdocs.bfl.ai\u002Fquick_start\u002Fintroduction), including Video Duration Limits, maximum output resolution, maximum frame rate, and supported file formats. Developer shall not attempt to circumvent such parameters through prompt engineering, API call chaining, or any other method.","The Company may modify, change, update, and\u002For enhance the FLUX API and\u002For the FLUX AI Models, or any specifications or functionalities of the FLUX API and\u002For FLUX AI Models (a \" Modification \"), at any time in the Company's sole and exclusive discretion. Developer acknowledges and agrees that such Modifications may affect any Developer Application's ability to access or fine-tune any FLUX AI Model and may require Developer to make changes to the Developer Application at Developer's cost to continue to integrate with the FLUX API and\u002For FLUX AI Models. The Company will not be liable for any costs incurred by Developer, lost profits or damages of any kind arising out of or in connection with any Modifications.","The Company maintains a FLUX Usage Policy at bfl.ai\u002Flegal\u002Fusage-policy, setting out guidance and additional prohibited use cases for the FLUX AI Models, including in connection with Video Generations. The FLUX Usage Policy is incorporated by reference into these API Terms and forms part of the Terms; in the event of any conflict between the FLUX Usage Policy and these API Terms, these API Terms shall control. The Company may update the FLUX Usage Policy on reasonable notice. Developer's End User-facing terms and acceptable use policies must be at least as restrictive as the FLUX Usage Policy with respect to the FLUX AI Models and Video Generations.","8. Self-Hosting","These API Terms do not grant Developer the right to download, self-host, or make derivatives of the FLUX [dev] Model. If Developer would like to have the opportunity to self-host the FLUX [dev] Models, please see the FLUX [dev] Self-Hosted Service Terms (found at https:\u002F\u002Fbfl.ai\u002Flegal\u002Fself-hosted-commercial-license-terms ).","a. Updates. The Company may update these API Terms by posting a revised version at the URL specified in the applicable Order Form or the Company's website. It is Developer’s sole responsibility to review these API Terms from time to time to view any updates. Continued use of the FLUX API or any Video Generation following the effective date of an updated version of these API Terms constitutes acceptance of such modified API Terms.","b. Relationship to Developer Terms and Agreement. These API Terms supplement and do not replace the Developer Terms or the Agreement. All other terms and conditions of the Developer Terms or the Agreement continue to apply to Developer's use of the FLUX AI Models.","c. Severability and Waiver. If any provision of these API Terms is held invalid, illegal, or unenforceable, the remaining provisions shall continue in full force and effect. No failure or delay by the Company in exercising any right or remedy under these API Terms shall operate as a waiver of such right or remedy.","d. Contact. Questions regarding these API Terms may be directed to: legal@blackforestlabs.ai.",[472,474],"2026-08-09T01:04:20.104Z","4328854dae616c35dd3f37db72230856f5ec80afe3a4a18a2174cf24ffec7190",{"url":485,"kind":486,"anchor":487,"title":488,"description":489,"headings":490,"feature_evidence":494,"use_case_evidence":496,"fetched_at":497,"status":412,"content_hash":498},"https:\u002F\u002Fbfl.ai\u002Fresearch","research","Research","Research | Black Forest Labs","Research papers and technical reports from Black Forest Labs. Deep dives into FLUX architecture, latent space analysis, and generative AI advances.",[487,491,492,493],"Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis","FLUX.2: Analyzing and Enhancing the Latent Space of FLUX – Representation Comparison","FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space",[495,453,446],"Research | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Research",[],"2026-08-09T01:04:20.460Z","24af5a22eab1edc046c023aa23ccdc3241c07e831175752bf325f1eaf64316d6",{"url":500,"kind":501,"anchor":502,"title":503,"description":504,"headings":505,"feature_evidence":517,"use_case_evidence":522,"fetched_at":524,"status":412,"content_hash":525},"https:\u002F\u002Fbfl.ai\u002Fblog\u002Fflux-3-mimic","blog","Action-Prediction","FLUX 3 x mimic: The Next Generation of Video-Action Models | Black Forest Labs","FLUX 3 is running robots. Built with mimic and deployed at Audi, FLUX-mimic shows content creation and physical AI share one foundation: a model that understands the world.",[506,507,508,509,510,511,512,513,514,515,516],"FLUX 3 x mimic: The Next Generation of Video-Action Models","FLUX","Video is the hard part","A single backbone","From lab to reality: FLUX-mimic","Decoding the learned world model","Scaling the world model","From world knowledge to a working task","Fast enough to act","On the factory floor","Closing",[518,519,520,521,453,446],"FLUX 3 x mimic: The Next Generation of Video-Action Models | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to blog Research Models FLUX 3 x mimic: The Next Generation of Video-Action Models","That's the question mimic and BFL created FLUX-mimic to answer. mimic builds their own robots and brings expertise in robot learning, dexterous manipulation and production deployment; BFL builds visual foundation models and brings multimodal training and modeling expertise. Together, we built a next-generation model for general-purpose manipulation - adapted to industry requirements and integrated into mimic's full-stack deployment system. FLUX-mimic is a video-action model built on the FLUX 3 backbone.","Benchmarks demonstrate that the action decoder outperforms previous vision-language-action models, even with a completely frozen FLUX backbone - a setting where previous vision-language-action models fail to succeed. This highlights how scaling gives our backbone strong knowledge of the world and how to act in it, and how Self-Flow makes this knowledge readily decodable from the backbone's feature representations. When finetuning the backbone together with the action decoder, FLUX-mimic achieves state-of-the-art success rates.","This shows up directly in how much demonstration data a new task requires. In our Self-Flow experiments, action prediction reached a given success rate in half the training steps compared to a video model without Self-Flow - better representations make the world knowledge easier to extract, so less data is needed to reach the same capability. The mimic-video paper reports up to 10x sample efficiency for video-action models over vision-language-action models; FLUX-mimic combines both effects.",[523],"Scaling laws remain true with Self-Flow, and FLUX 3 is the application of that: the scaled-up version of Self-Flow. It is trained on tens of millions of hours of general video content to learn world dynamics as broadly as possible from day one, and on hundreds of thousands of hours of video content focused on human and robot manipulation tasks to be ready as a backbone for visual intelligence. This scaling is what translates the success of Self-Flow from the lab to reality. mimic deployed FLUX-mimic in real factory use cases spanning the daily reality of production and logistics work: kitting parts into structured trays, inserting electronic control units into tight-fitting fixtures, assembling components together, and handling soft, flexible materials like seals and cables that conventional automation has never been able to touch.","2026-08-09T01:04:20.655Z","ff66ade79a8a78d3c25b947b571e633ef684d6351b7d55b04e00e6c6a5839e41",{"url":527,"kind":501,"anchor":528,"title":529,"description":530,"headings":531,"feature_evidence":541,"use_case_evidence":543,"fetched_at":546,"status":412,"content_hash":547},"https:\u002F\u002Fbfl.ai\u002Fblog","Explore All Announcements","Blog | Black Forest Labs","News, research, and product updates from Black Forest Labs — the team building FLUX and visual intelligence.",[532,533,534,535,506,435,536,537,436,538,539,540],"Discover what’s new","FLUX 3 Video, Part 1: Generation","All Posts","FLUX 3 - Real World Models: Towards Multimodal Flow Models as the Backbone of Visual Intelligence.","How Envato Built Its Creative AI Engine on FLUX","FLUX.2 is now on device: ASUS ProArt laptops now support Klein models","FLUX VTO: Virtual Try-On at scale","FLUX Erase: Remove anything, leave no trace","FLUX Outpainting: Extend any image, in any direction",[542,453,446],"Blog | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Discover what’s new",[544,545],"Select a category All Customer stories Models News Products Research All Customer stories Models News Products Research Models Research FLUX 3 - Real World Models: Towards Multimodal Flow Models as the Backbone of Visual Intelligence. ","June 18, 2026 Customer stories How Envato Built Its Creative AI Engine on FLUX","2026-08-09T01:04:21.187Z","36e07fca1a29cc9c48d358f98aa2a65425e9d04727c616c734da2aa6356b6b74",{"url":549,"kind":501,"anchor":550,"title":551,"description":552,"headings":553,"feature_evidence":561,"use_case_evidence":568,"fetched_at":569,"status":412,"content_hash":570},"https:\u002F\u002Fbfl.ai\u002Fblog\u002Fflux-3","FLUX 3 - Real World Models\nTowards Multimodal Flow Models as the Backbone of Visual Intelligence.\nRead more Read article: FLUX 3 - Real World Models","FLUX 3: Multimodal Video, Image & Audio | Black Forest Labs","Meet FLUX 3, Black Forest Labs’ multimodal model for video with native audio, image generation, and action prediction. Explore capabilities and early results.",[535,554,555,556,557,558,559,560],"FLUX 3: One model, multiple capabilities.","Capabilities & Early Evaluations","Video","Image","Action","Launch Plan","What’s next?",[562,563,564,565,566,567,453,446],"FLUX 3: Multimodal Video, Image & Audio | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to blog Models Research FLUX 3 - Real World Models: Towards Multimodal Flow Models as the Backbone of Visual Intelligence.","No single modality provides a complete description. Each is a projection of the same underlying reality, captured by different sensors, each of which loses some information in the process. Images capture spatial structures and relationships at a specific point in time. Videos restore the dimension of time and reveal temporal dynamics and physical laws. Audio reveals causal relationships between mechanical phenomena and acoustics that vision alone cannot detect. Language links these perceptions to goals, abstractions, and instructions.","FLUX 3 can synthesize and edit images in a wide variety of styles, aspect ratios, and resolutions. In preliminary evaluations conducted during midtraining, FLUX 3 already shows a significant improvement over earlier versions of FLUX: its ability to handle complex prompts and text generation has improved significantly. The model produces a wide range of output styles (see the following samples), and is able to render high-accuracy text in multiple languages.","FLUX 3's world understanding extends to action prediction. We have taken two routes to it: integrating native action prediction into FLUX 3 directly, scaling up our initial work in Self-Flow; and using the pretrained video backbone as a dynamics-aware foundation that specialized action models can be finetuned from with limited task-specific data.","Video and audio generation and editing through APIs and private weight access. (“FLUX 3 Video”) Action prediction through selected research and commercial partners, beginning with mimic robotics (“FLUX-mimic and FLUX 3 Action”) Image synthesis and editing through APIs and private weight access. (“FLUX 3 Image”) Open-weight access to a multimodal backbone, for content creation (video, audio and image) and action prediction. (“FLUX 3 Dev”) We will also release more technical details on the underlying approach.","We are only beginning to scratch the surface of versatile, capable, unified multimodal models, and what they will enable. From interactive image & video editing, simulation to computer use and physical AI, the frontier is wide open. While we gradually roll out these new capabilities, we are already working on the next generation models. Our goal is to unify perceptual, action and language prediction in the same unified model.",[564],"2026-08-09T01:04:21.386Z","d437784e79123d6494018d38b2be04e8965e3895b0f54d46fcbb38fe23b589d2",{"url":572,"kind":501,"anchor":573,"title":574,"description":575,"headings":576,"feature_evidence":577,"use_case_evidence":582,"fetched_at":583,"status":412,"content_hash":584},"https:\u002F\u002Fbfl.ai\u002Fblog\u002Four-co-founder-and-ceo-urges-g7-leaders-to-back-open-innovation","Our co-founder and CEO urges G7 leaders to back open innovation\nRead more Read article: Our co-founder and CEO urges G7 leaders to back open innovation","Our co-founder and CEO urges G7 leaders to back open innovation | Black Forest Labs","At the G7, our co-founder and CEO, Robin Rombach, joined President Trump, President von der Leyen, President Macron, and other world leaders to advocate for open innovation in AI. With openness under pressure around the world, Robin called on governments and industry to make open and responsible AI development the norm, not the exception. Read his speech below.",[435],[578,579,580,581,453,446],"Our co-founder and CEO urges G7 leaders to back open innovation | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to blog News Research Our co-founder and CEO urges G7 leaders to back open innovation","We’ve talked a lot about language models today. They are remarkable. But language is a compressed, and ultimately limited, representation of the world. We are building models that learn from thousands of years of video, and can reason in complex visual environments—the rich, messy, complicated world we actually live in.","These are still early days, but this technology is going to transform every corner of the economy. For that reason, we believe that visual models, alongside language models, will soon be critical economic infrastructure.","That’s why we are passionately committed to open innovation. Sharing our technology openly means that businesses around the world can build their own AI systems, rather than renting them from a handful of companies. Open technology is vital for transparency, competition, and strategic independence in AI. A culture of open innovation made AI possible in the first place, including the transformer paper that gave birth to today’s language models, and we need to preserve that culture.",[],"2026-08-09T01:04:21.582Z","173c30922a1d4927fb9f65b5bc2e2cf78ee16d5ae77d8d05583182bdb757cf6d",{"url":586,"kind":486,"title":587,"description":588,"feature_evidence":589,"use_case_evidence":591,"fetched_at":592,"status":412,"content_hash":593},"https:\u002F\u002Fbfl.ai\u002Fresearch\u002Frepresentation-comparison","FLUX.2: Analyzing and Enhancing the Latent Space of FLUX – Representation Comparison | Black Forest Labs","A comprehensive study comparing different autoencoder representations for diffusion models, including SD-VAE, RAE, FLUX.1 and FLUX.2.",[590,453,446],"FLUX.2: Analyzing and Enhancing the Latent Space of FLUX – Representation Comparison | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to index November 25, 2025 FLUX.2: Analyzing and Enhancing the Latent Space of FLUX – Representation Comparison",[],"2026-08-09T01:04:22.252Z","513b9e1ad4b1cab16e7cf8023b55b58278ab1a4c81c1f61deff151719ceeba59",{"url":595,"kind":486,"title":596,"description":597,"feature_evidence":598,"use_case_evidence":600,"fetched_at":601,"status":412,"content_hash":602},"https:\u002F\u002Fbfl.ai\u002Fresearch\u002Fself-flow","Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis | Black Forest Labs","A modality-agnostic, self-supervised flow matching framework for image, video, and audio generation.",[599,453,446],"Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to index Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis",[],"2026-08-09T01:04:22.615Z","d5a8e3856b913dfbd7463fa83f1ef7e9e33f8c4ec33f05cf24c6c08c2083730d",{"url":604,"kind":501,"title":605,"description":606,"feature_evidence":607,"use_case_evidence":612,"fetched_at":615,"status":412,"content_hash":616},"https:\u002F\u002Fbfl.ai\u002Fblog\u002Foutpainting-extend-any-image-in-any-direction","FLUX Outpainting: Extend any image, in any direction | Black Forest Labs","FLUX Outpainting extends images beyond their original frame in any direction, preserving lighting, texture, and composition without visible seams.",[608,609,610,611,453,446],"FLUX Outpainting: Extend any image, in any direction | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to blog Products FLUX Outpainting: Extend any image, in any direction","Natural scene extension: the model is optimized for visually coherent continuation, carrying lighting, texture, depth, and composition through without instruction Flexible canvas control: define the full output dimensions and image placement coordinates directly, maps cleanly to canvas-based UIs and integrates straight into the API Up to 4MP output: full-resolution results, ready for production Get access","FLUX Outpainting is available via the BFL API.","View API Docs",[613,614],"Natural scene extension: the model is optimized for visually coherent continuation, carrying lighting, texture, depth, and composition through without instruction Flexible canvas control: define the full output dimensions and image placement coordinates directly, maps cleanly to canvas-based UIs and integrates straight into the API Up to 4MP output: full-resolution results, ready for production Get access ","← Previous article How Our Forward Deployed Engineers Work with Customers Next article → FLUX Erase: Remove anything, leave no trace Models","2026-08-09T01:04:22.801Z","1e178a7e20b87829563cf9b091fb2b1411fe546df4d346b9285bb9d9f9d9bfc2",{"url":618,"kind":501,"title":619,"description":620,"feature_evidence":621,"use_case_evidence":632,"fetched_at":634,"status":412,"content_hash":635},"https:\u002F\u002Fbfl.ai\u002Fblog\u002F24-11-21-tools","Introducing FLUX.1 Tools | Black Forest Labs","Today, we are excited to release FLUX.1 Tools, a suite of models designed to add control and steerability to our base text-to-image model FLUX.1",[622,623,624,625,626,627,628,629,630,631,453,446],"Introducing FLUX.1 Tools | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to blog Research Introducing FLUX.1 Tools","The FLUX.1 Depth and FLUX.1 Canny models (both [pro] and [dev] variants, including the LoRA versions) are deprecated and will no longer be supported in the BFL API. The open-weight checkpoints remain available on Hugging Face for","Today, we are excited to release FLUX.1 Tools, a suite of models designed to add control and steerability to our base text-to-image model FLUX.1, enabling the modification and re-creation of real and generated images. At release, FLUX.1 Tools consists of four distinct features that will be available as open-access models within the FLUX.1 [dev] model series, and in the BFL API supplementing FLUX.1 [pro]:","FLUX.1 Fill: State-of-the-art inpainting and outpainting models, enabling editing and expansion of real and generated images given a text description and a binary mask. FLUX.1 Depth: Models trained to enable structural guidance based on a depth map extracted from an input image and a text prompt. FLUX.1 Canny: Models trained to enable structural guidance based on canny edges extracted from an input image and a text prompt. FLUX.1 Redux: An adapter that allows mixing and recreating input images and text prompts. This release reinforces our dual commitment: delivering cutting-edge open-weight models for the research community while offering best-in-class capabilities through our API. We release each tool in the BFL API as FLUX.1 [pro] variants and with inference code and weights available as guidance-distilled, open-access FLUX.1 [dev] variants. Additionally, we are excited that our released models will be available via our partners fal.ai , Replicate , Together.ai , Freepik , and krea.ai .","Note: FLUX.1 Canny and FLUX.1 Depth ([pro], [dev], and LoRA variants) are deprecated. The content below is preserved for historical reference. New integrations should not rely on these models or API endpoints.","Full model weights available on Hugging Face: [Depth]   [Canny] . LoRA weights available on Hugging Face: [Depth]   [Canny] . Inference code available on GitHub . Flux.1 Depth \u002F Canny [pro] are available in the BFL API .","It naturally integrates into more complex workflows unlocking image restyling via prompt. Restyling is available through our API by providing an image plus a prompt. The feature is supported in our latest model FLUX1.1 [pro] Ultra, allowing for combining input images and text prompts to create high-quality 4-megapixel outputs with flexible aspect ratios.","Model weights available on Hugging Face: [Redux] . Inference code available on Github . Flux.1 Redux supporting FLUX1.1 [pro] Ultra is available in the BFL API .","We’re excited to see what the community is going to build with our new set of tools. Try our API at api.bfl.ml .","← Previous article Announcing FLUX1.1 [pro] and the BFL API Next article → Introducing FLUX1.1 [pro] Ultra and Raw Modes Models",[633,628],"We conduct a benchmark, publicly available here . The results show that Flux.1 Fill [pro] outperforms all other competing methods, making it the state-of-the-art inpainting model to date. Second is Flux.1 Fill [dev], outperforming proprietary solutions while being more efficient at inference.","2026-08-09T01:04:23.149Z","486820e8b99f893e4810dc65d4d543bd8497c4c58dffaa51a5cd1a98fe1cfea2",{"url":637,"kind":501,"title":638,"description":639,"feature_evidence":640,"use_case_evidence":642,"fetched_at":643,"status":412,"content_hash":644},"https:\u002F\u002Fbfl.ai\u002Fblog\u002Fmartin-scorsese-bfl-advisor","Martin Scorsese × Black Forest Labs","Martin Scorsese has spent six decades bringing stories to life. Now, he's helping us shape visual intelligence as an advisor at Black Forest Labs.",[641,453,446],"Martin Scorsese × Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Visual intelligence for cinema",[],"2026-08-09T01:04:23.377Z","c4e7bb99e4e791250ef773091da5c6fae2ba1226434561e27152dc9da51b8121",{"url":646,"kind":501,"title":647,"description":648,"feature_evidence":649,"use_case_evidence":653,"fetched_at":655,"status":412,"content_hash":656},"https:\u002F\u002Fbfl.ai\u002Fblog\u002Fopenart-with-flux1-kontext","OpenArt transforms video storytelling with FLUX.1 Kontext: Making video creation accessible beyond traditional creators | Black Forest Labs","OpenArt transformed video storytelling with FLUX.1 Kontext integration, enabling creators who couldn't access video production before to create professional-quality content.",[650,651,652,453,446],"OpenArt transforms video storytelling with FLUX.1 Kontext: Making video creation accessible beyond traditional creators | Black Forest Labs Models Research API Open Weights Pricing Enterprise Resources Contact Sales Back to blog Customer stories OpenArt transforms video storytelling with FLUX.1 Kontext: Making video creation accessible beyond traditional creators","Before FLUX.1 Kontext integration, OpenArt users often struggled with disjointed outputs that undermined their creative vision. Creating a single music video typically cost indie creators $300–$1,000 for professional-quality consistency, a barrier that kept most creators out of video storytelling entirely.","The partnership with Black Forest Labs changed the economics completely. OpenArt's integration reduced those costs by 90-95% , dropping video creation to the price of a subscription. Since launching the FLUX.1 Kontext-powered story builder, OpenArt has seen a 20% lift in revenue , driven by creators who can now afford to experiment with video content.",[650,654],"Character Consistency Across Scenes. Traditional workflows required fine-tuning with 10-20 reference images to maintain character identity. FLUX.1 Kontext achieves the same result zero-shot with a single upload. Whether creating a vlogging stormtrooper or an animated penguin explainer, characters remain visually coherent from first frame to final cut, enabling creators to focus on storytelling rather than technical constraints.","2026-08-09T01:04:23.729Z","9fb05471c06594b5a3dca4d5f1c116a43d54b5010942fc9bba6f778b13275f74",[658,659,660],{"url":485,"title":487,"kind":486},{"url":586,"title":587,"kind":486},{"url":595,"title":596,"kind":486},[662,663,664,665,666,667,668,669],{"title":503,"url":500,"fetched_at":524},{"title":529,"url":527,"fetched_at":546},{"title":551,"url":549,"fetched_at":569},{"title":574,"url":572,"fetched_at":583},{"title":605,"url":604,"fetched_at":615},{"title":619,"url":618,"fetched_at":634},{"title":638,"url":637,"fetched_at":643},{"title":647,"url":646,"fetched_at":655},[],[440,448,449,430,450,441,451,452,453,446,463,464,465,466,467,468,469,470,471,472,473,474,475,476,477,478,479,480,453,446],"tak",[674,675,676,677,678,679,680,681],{"fetched_at":524,"title":503,"url":500},{"fetched_at":546,"title":529,"url":527},{"fetched_at":569,"title":551,"url":549},{"fetched_at":583,"title":574,"url":572},{"fetched_at":615,"title":605,"url":604},{"fetched_at":634,"title":619,"url":618},{"fetched_at":643,"title":638,"url":637},{"fetched_at":655,"title":647,"url":646},"unknown","Według polityki BFL użytkownik może opt-out z użycia swoich Input\u002FOutput do trenowania modeli przez kontakt z legal@blackforestlabs.ai; w trybach beta\u002Fearly access BFL może używać danych do trenowania, fine-tuningu, ewaluacji i ulepszania modeli.","model","Artificial Analysis: FLUX1.1 [pro] osiągnął najwyższy ogólny Elo na leaderboardzie w momencie publikacji BFL.",[687,688,689,690,691,692,693,694,695,696,697,370,371,372,369,698,699,700,701],"generowanie obrazów z tekstu","edycja obrazów","multi-reference editing (wiele obrazów referencyjnych)","renderowanie czytelnego tekstu i typografii","fotorealistyczne obrazy","kontrola kolorów","konsekwencja postaci i stylu","up to 4MP output","praca przez API oraz open weights","wsparcie dla promptów w wielu językach","Renderowanie tekstu na obrazach: napisy, logotypy i plakaty czytelne i precyzyjne","Technologia flow matching zamiast klasycznej dyfuzji","Dokładne rozumienie złożonych promptów, zbliżone do DALL-E 3","Możliwość fine-tuningu modelu (LoRA)","Dostępność przez Hugging Face, Comfy UI, Replicate, fal.ai, Together AI","Darmowy dostęp do FLUX.1 [schnell] przez Hugging Face i Comfy UI. Dostęp do API z kredytami startowymi (do 1 MP) na testowanie.",[704,705,706,707,708,709,710,711,712,713,714,715],"Hugging Face","ComfyUI","HuggingFace Diffusers","TensorRT","MCP-compatible clients","fal.ai","Replicate","Together AI","Runware","DataCrunch","Azure AI Foundry","Comfy AI",[717,718,719],"wiele języków; brak potwierdzenia obsługi języka polskiego jako osobnej funkcji, ale prompty można podawać w języku ojczystym","en","pl","Mieszane: Apache 2.0 dla niektórych wariantów open-weight (np. FLUX.2 [klein] 4B); FLUX Non-Commercial License dla części modeli open-weight; modele pro\u002Fmax\u002Fflex są proprietary \u002F dostępne przez API lub licencję.",[722,723,724,725,726,727,728,729],"Brak potwierdzenia oficjalnego regionu przechowywania danych","Brak jednoznacznie wskazanego publicznego cennika dla wszystkich wariantów self-hosted\u002Fenterprise","Część modeli open-weight nie nadaje się do komercyjnego użycia bez dodatkowej licencji","Nie wszystkie modele są dostępne publicznie przez API (np. base variants do lokalnego rozwoju i researchu)","Brak natywnego interfejsu webowego","Wymaga zewnętrznych platform do użycia","Wymaga silnego GPU do lokalnej instalacji","Styl artystyczny słabszy niż Midjourney",[731,732,733,734,735,736,737,738,739,740,741],"FLUX.1 [schnell]","FLUX.1 [dev]","FLUX1.1 [pro]","FLUX.1 Kontext [pro]","FLUX.1 Kontext [dev]","FLUX.2 [pro]","FLUX.2 [max]","FLUX.2 [flex]","FLUX.2 [klein] 4B","FLUX.2 [klein] 9B","FLUX.1 [pro]","brak potwierdzenia",[744,749,751,753,758,764],{"plan_name":745,"access_model":682,"price":746,"currency":747,"billing_period":748,"included_usage":682,"trial_days":682,"card_required":682,"source_evidence":682},"FLUX.2 [klein] 4B (API)","od $0.014 za obraz","USD","per image \u002F usage-based",{"plan_name":736,"access_model":682,"price":750,"currency":747,"billing_period":748,"included_usage":682,"trial_days":682,"card_required":682,"source_evidence":682},"od $0.03 za pierwszy megapiksel + $0.015 za każdy kolejny \u002F referencyjny megapiksel",{"plan_name":737,"access_model":682,"price":752,"currency":747,"billing_period":748,"included_usage":682,"trial_days":682,"card_required":682,"source_evidence":682},"od $0.07 za obraz",{"plan_name":319,"access_model":754,"price":755,"currency":747,"billing_period":682,"included_usage":756,"trial_days":682,"card_required":757,"source_evidence":702},"free",">$0","do 1 MP","no",{"plan_name":348,"access_model":759,"price":760,"currency":747,"billing_period":682,"included_usage":761,"trial_days":682,"card_required":762,"source_evidence":763},"pay-per-use","$0.003","nieograniczone","yes","FLUX.1 Schnell: $0.003\u002Fobraz, FLUX.1 Dev: $0.025\u002Fobraz, FLUX.1 Pro: $0.055\u002Fobraz",{"plan_name":349,"access_model":765,"price":766,"currency":747,"billing_period":767,"included_usage":761,"trial_days":682,"card_required":762,"source_evidence":768},"enterprise","Wycena \u002F mies.","monthly","Nielimitowane generowanie, fine-tuning własnych modeli, dedykowana infrastruktura, SLA i wsparcie enterprise, dostęp do najnowszych modeli","Model cenowy BFL jest usage-based \u002F pay-as-you-go dla API; część open-weight można uruchamiać lokalnie, ale kosztem własnej infrastruktury GPU. Dla licencji self-hosted komercyjnych dostępne są plany przez sprzedaż \u002F portal licencyjny.","BFL deklaruje, że personal data podlega GDPR. Użytkownik może opt-out z używania Input\u002FOutput do treningu modeli przez kontakt mailowy; w programach beta\u002Fearly access BFL może przetwarzać i używać Input\u002FOutput do ulepszania modeli.","2024-08-01",[773,774,775],{"kind":486,"title":487,"url":485},{"kind":486,"title":587,"url":586},{"kind":486,"title":596,"url":595},"Black Forest Labs uruchomiło pierwszą rodzinę FLUX.1 w sierpniu 2024, a później rozwijało kolejne generacje (FLUX.1 Kontext, FLUX.2). Oficjalne materiały podkreślają state-of-the-art jakość, photorealism, text rendering oraz workflow do generowania i edycji obrazów.","BFL publikuje Usage Policy, Terms of Service, Intellectual Property Policy i disclosure dotyczące danych treningowych. W dokumentach pojawiają się ograniczenia użycia, zasady bezpieczeństwa oraz odniesienia do legal compliance i GDPR.","Rodzina modeli generatywnych Black Forest Labs do tworzenia i edycji obrazów, z naciskiem na fotorealizm, czytelny tekst i wysoką kontrolę nad kompozycją.","$0.014 za obraz (API, zależnie od modelu)",[781,430,782,704,705,783,707,784,710,709,711,715],"Web","self-hosted","Diffusers","Comfy UI",[786,787,788,765,789,790,791,792],"developerzy","zespoły produktowe","agencje kreatywne","researcherzy","twórcy","designerzy","zaawansowani użytkownicy AI","Darmowe kredyty startowe na testowanie: $5 na Replicate po rejestracji (do 90-125 generacji).",[795,796,797,798,799,800,801,802,803,804,805,806,807,808],"text-to-image","image editing","prompt-guided design","marketing visuals","product shots","infografiki i UI mockupy","brand content","prototypowanie kreatywne","self-hosted inference","Generowanie obrazów z tekstem (plakaty, mockupy, typografia)","Budowanie aplikacji z API","Open source i fine-tuning modeli","Realistyczne generowanie obrazów (fotorealistyczne ujęcia)","Integracja z własnymi pipeline (ComfyUI, SDK)","Black Forest Labs","published","2026-08-12T18:22:35.133Z",[813,814,815,816],"Midjourney","Stable Diffusion XL","DALL·E 3","Gemini Flash Image",{"checked_at":811,"ready":416,"failed":818},[],"Generowanie i edycja obrazów z tekstu","```markdown\n# **Flux (Black Forest Labs) – AI do generowania i edycji obrazów z naciskiem na fotorealizm i kontrolę**\n\n**Flux** to rodzina zaawansowanych modeli generatywnych od **Black Forest Labs**, zaprojektowana z myślą o profesjonalistach i entuzjastach, którzy potrzebują **fotorealistycznych obrazów, precyzyjnej edycji i generowania czytelnego tekstu w grafikach**. Narzędzie wyróżnia się wysoką jakością wyjścia, elastycznością w kompozycji oraz możliwością pracy z wieloma referencjami – idealne dla designerów, artystów i developerów szukających kontroli nad procesem kreacji.\n\n---\n\n## **Najważniejsze funkcje**\n\n1. **Generowanie obrazów z tekstu (Text-to-Image)**\n   - Wysokiej jakości renderowanie na podstawie opisów tekstowych, z optymalizacją pod **fotorealizm** i **kohesyjność wizualną**.\n   - Obsługa złożonych promptów z uwzględnieniem detali (np. oświetlenie, materiały, perspektywa).\n\n2. **Edycja obrazów z wieloma referencjami (Multi-Reference Editing)**\n   - Możliwość modyfikacji istniejących grafik z wykorzystaniem **kilku obrazów referencyjnych** (np. przenoszenie stylu, kolorystyki lub elementów kompozycji).\n   - Przydatne w projektach wymagających spójności z brandem lub konkretnym stylem wizualnym.\n\n3. **Generowanie czytelnego tekstu i typografii**\n   - Unikalna zdolność do renderowania **tekstu jako integralnej części obrazu** (np. napisy na plakatach, logo, interfejsy) – bez zniekształceń czy artefaktów.\n   - Idealne dla projektów graficznych, gdzie tekst musi być częścią kompozycji (np. mockupy, reklamy).\n\n4. **Kontrola nad kompozycją i detalam**\n   - Zaawansowane opcje sterowania układem elementów, głębią ostrości czy perspektywą, co pozwala na **precyzyjne dopasowanie do wizji artystycznej**.\n   - Współpraca z narzędziami jak **ComfyUI** czy interfejsy API dla większej elastyczności.\n\n5. **Model open-weight i self-hosting**\n   - Część modeli (np. **FLUX.1 [schnell]**) dostępna jest jako **open-weight**, co umożliwia uruchomienie lokalnie (wymaga własnej infrastruktury GPU).\n   - Opcje licencji komercyjnych dla firm chcących hostować modele we własnym środowisku.\n\n---\n\n## **Dla kogo jest Flux?**\n\n- **Graficy i designerzy** – do tworzenia fotorealistycznych mockupów, reklam czy ilustracji z precyzyjnym tekstem.\n- **Artystcy cyfrowi** – szukający narzędzia do eksperymentów z wieloma referencjami i zaawansowaną edycją.\n- **Agencje kreatywne i studia 3D** – potrzebujące spójnych wizualizacji z kontrolą nad detalam (np. produktów, wnętrz).\n- **Developerzy i firmy tech** – integrujący generatywną AI z własnymi aplikacjami (poprzez API).\n- **Marketerzy i specjaliści od contentu** – tworzący grafiki z tekstem (np. posty social media, banery) bez konieczności retuszu.\n- **Badacze i hobbysiści** – testujący modele open-weight lokalnie (przy dostępie do GPU).\n\n---\n\n## **Cena**\n\nFlux działa w modelu **freemium** z różnymi opcjami dostępu:\n\n- **Darmowy plan**:\n  - Dostęp do **FLUX.1 [schnell]** przez **Hugging Face** lub **ComfyUI** (wymaga własnego sprzętu).\n  - **Kredyty startowe** (do 1 mln pikseli) w API dla nowych użytkowników – wystarczające na przetestowanie funkcjonalności.\n\n- **Model płatny (usage-based \u002F pay-as-you-go)**:\n  - **API**: Rozliczenie za **zużyte tokeny** (koszt zależy od rozdzielczości i liczby generowanych obrazów).\n  - **Self-hosted (licencja komercyjna)**: Dostępne przez **portal licencyjny BFL** – ceny indywidualne, uzależnione od skali użycia i potrzeb (np. dla firm, startupów).\n\n*Uwaga*: Koszty lokalnego hostowania zależą od **własnej infrastruktury GPU** (np. karty NVIDIA z dużą pamięcią VRAM).\n\n---\n\n## **Zalety i wady**\n\n✅ **Zalety**:\n1. **Fotorealizm i jakość tekstu** – jedno z nielicznych narzędzi, które radzi sobie z generowaniem **czytelnych napisów** w obrazach.\n2. **Elastyczność edycji** – multi-reference editing i kontrola nad kompozycją pozwalają na precyzyjne dopasowanie do potrzeb projektu.\n3. **Opcje self-hostingu** – możliwość uruchomienia modeli lokalnie (dla zaawansowanych użytkowników z GPU) lub korzystania z API.\n\n❌ **Wady**:\n1. **Koszty przy dużym użyciu** – model pay-as-you-go może być drogi dla intensywnej generacji (np. w skali produkcyjnej).\n2. **Wymagania sprzętowe** – lokalne uruchomienie modeli open-weight wymaga **mocnego GPU** (np. NVIDIA A100\u002FRTX 4090).\n3. **Ograniczenia darmowego planu** – kredyty startowe w API są niewielkie, a darmowe modele (np. FLUX.1) mogą mieć mniejsze możliwości niż płatne wersje.\n\n---\n\n## **Werdykt**\n\n**Flux to jedno z najbardziej zaawansowanych narzędzi AI do generowania obrazów** – szczególnie dla tych, którzy potrzebują **fotorealizmu, czytelnego tekstu i kontroli nad kompozycją**. Warto wypróbować darmowy plan lub API z",{"source_page_url":304,"final_url":304,"fetched_at":411},{"alternatives_count":184,"active_deals":184},[],[],{"data":826},[827,837,843,851,859,866,873,880,888,895,902,909,916,924,931,937,944,952,960,968,975,982,990,997,1005,1012,1018,1025,1032,1039,1046,1053,1060,1066,1073,1080,1087,1093,1098,1103,1108,1112,1117,1122,1127,1131,1136,1140,1145,1149,1153,1157,1161,1165,1169,1172,1176,1180,1184,1187,1191,1194,1197,1201,1204,1207,1210,1213,1216,1219,1222,1226,1229,1232,1235,1239,1248,1253,1256,1261,1269,1273,1277,1281,1285,1293,1301,1305,1309,1313,1317,1320,1327,1334,1342,1350,1354,1358,1366,1370],{"id":828,"type":829,"title":830,"body":831,"tool_name":832,"z2u_price":833,"z2u_url":834,"status":835,"read_at":48,"created_at":836},1348,"price_drop","💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Vora",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","unread","2026-10-23T04:15:26.716Z",{"id":838,"type":829,"title":839,"body":831,"tool_name":840,"z2u_price":833,"z2u_url":841,"status":835,"read_at":48,"created_at":842},1347,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-10-23T04:15:26.351Z",{"id":844,"type":829,"title":845,"body":846,"tool_name":847,"z2u_price":848,"z2u_url":849,"status":835,"read_at":48,"created_at":850},1346,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €566.95) | Rabat: 60%","Inspire Sales Academy",226.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-10-23T04:15:25.498Z",{"id":852,"type":829,"title":853,"body":854,"tool_name":855,"z2u_price":856,"z2u_url":857,"status":835,"read_at":48,"created_at":858},1345,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €101.95 (regular: €1010.95) | Rabat: 90%","Contact Concert",101.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-10-23T04:15:24.932Z",{"id":860,"type":829,"title":861,"body":862,"tool_name":863,"z2u_price":833,"z2u_url":864,"status":835,"read_at":48,"created_at":865},1344,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €670.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-10-23T04:15:23.130Z",{"id":867,"type":829,"title":868,"body":869,"tool_name":870,"z2u_price":833,"z2u_url":871,"status":835,"read_at":48,"created_at":872},1343,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €101.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-10-23T04:15:22.879Z",{"id":874,"type":829,"title":875,"body":876,"tool_name":877,"z2u_price":833,"z2u_url":878,"status":835,"read_at":48,"created_at":879},1342,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-10-23T04:15:21.439Z",{"id":881,"type":829,"title":882,"body":883,"tool_name":884,"z2u_price":885,"z2u_url":886,"status":835,"read_at":48,"created_at":887},1341,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €169.95 (regular: €397.95) | Rabat: 57%","FileLu",169.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-10-23T04:15:21.280Z",{"id":889,"type":829,"title":890,"body":891,"tool_name":892,"z2u_price":833,"z2u_url":893,"status":835,"read_at":48,"created_at":894},1340,"💰 Purple Photo — spadek ceny","Platforma: 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