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Context-aware image generation and editing by Black Forest Labs
FLUX.1 Kontext is a suite of image generation models developed by Black Forest Labs, the German startup founded by the creators of Stable Diffusion. This revolutionary technology enables context-aware image generation and editing: you can prompt with text AND images to extract, modify, and render visual concepts coherently. Unlike classic FLUX models limited to text-to-image, Kontext understands and modifies existing images via simple text instructions. No need for complex fine-tuning or elaborate workflows - the model naturally maintains consistency of characters, styles, and objects across successive edits. The Kontext Max version represents the pinnacle of the technology, offering superior prompt adherence, advanced typographic rendering, and premium quality without compromising speed. Interactive inference of 3-5 seconds per image at 1 megapixel enables real-time workflows. Core capabilities include local editing (modify a specific area without touching the rest), style transfer (generate new scenes while preserving the style of a reference), and character consistency across scenes. These features make it an ideal tool for visual storytelling, iterative design, and automated creative pipelines. The model is accessible via the Black Forest Labs API, the Playground for testing, and partners like Replicate and Runware. Pricing is based on a credit system ($0.01 per credit).
Strengths
- Context-aware image editing without fine-tuning
- Exceptional character consistency across scenes
- Fast inference of 3-5 seconds per image
- Advanced typographic and text rendering
Limitations
- No dedicated consumer interface
- Requires technical knowledge for API
- Dev model limited to non-commercial use
- Documentation primarily in English
Pricing plans
- Poids ouverts
- Usage non-commercial
- Recherche et expérimentation
- Via Hugging Face
- Édition itérative rapide
- Text-to-image
- Édition locale
- API complète
- Performance maximale
- Typographie avancée
- Qualité premium
- Adhérence prompts supérieure

Free AI video editor to create professional content in just a few clicks
CapCut is a free video editor developed by ByteDance, the creator of TikTok. It makes creating short videos easy with pre-designed templates, AI effects, transitions, automatic subtitles, and smart music synchronization. Available on mobile and desktop, CapCut stands out with its intuitive interface and generous free version without watermarks. Ideal for content creators, influencers, and marketers looking to produce professional-quality TikTok videos, Reels, or Shorts.
Strengths
- Intuitive interface, instant learning curve
- Generous free version without watermark
- Built-in AI tools (auto subtitles, background removal)
- Seamless mobile/desktop sync
Limitations
- Advanced features limited to Pro version
- Customer support needs improvement
- Not suited for long or complex video projects
- Some AI tools imperfect (eye contact)
Pricing plans
- Export 1080p/30fps
- Sous-titres automatiques
- Templates de base
- Effets et transitions
- Suppression arrière-plan (limité)
- Stockage cloud limité
- Filigrane optionnel
- Export 4K/60fps
- Sans filigrane
- 100GB stockage cloud
- Templates premium
- Effets exclusifs
- Suppression arrière-plan illimitée
- Priorité export
- Support prioritaire
- Tout Pro inclus
- Collaboration équipe
- Partage de projets
- Gestion des membres
- Espaces de travail partagés
- Assets partagés
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