backend new models check - replicate - 2026-09-16

Files checked: src/backend/drivers/ai-image/providers/replicate/models.ts

Backend's replicate image list is very small (only 8 models: flux-2-pro, flux-2-dev, flux-2-klein-9b-base, flux-2-klein-4b, flux-schnell, flux-1.1-pro, leonardoai/lucid-origin, leonardoai/phoenix-1.0) against Replicate's ~440-model "official models" collection (not a full catalog — no task field, so image-generation-ness was judged by name/description). Utility-only tools (background removal, pure upscalers, colorization, vectorize-only, OCR, moderation/classification, LoRA trainers/fine-tune bases) and anything video/audio/3D/embedding were excluded as out of scope.

image (143) — genuine image generation/editing models not in the backend:

black-forest-labs/flux-1.1-pro-ultra, black-forest-labs/flux-2-flex, black-forest-labs/flux-2-klein-4b-base (distinct from backend's flux-2-klein-4b), black-forest-labs/flux-2-klein-9b (see note below), black-forest-labs/flux-2-max, black-forest-labs/flux-canny-dev, black-forest-labs/flux-canny-pro, black-forest-labs/flux-depth-dev, black-forest-labs/flux-depth-pro, black-forest-labs/flux-dev, black-forest-labs/flux-fill-dev, black-forest-labs/flux-fill-pro, black-forest-labs/flux-kontext-dev, black-forest-labs/flux-kontext-max, black-forest-labs/flux-kontext-pro, black-forest-labs/flux-krea-dev, black-forest-labs/flux-pro, black-forest-labs/flux-redux-dev (modality?), black-forest-labs/flux-redux-schnell (modality?), bria/expand-image, bria/fibo, bria/fibo-edit, bria/generate-background, bria/genfill, bria/image-3.2, bria/product-packshot (modality?), bytedance/dreamina-3.1, bytedance/seedream-3, bytedance/seedream-4, bytedance/seedream-4.5, bytedance/seedream-5-lite, bytedance/seedream-5-pro, easel/ai-avatars (modality?), flux-kontext-apps/cartoonify, flux-kontext-apps/change-haircut, flux-kontext-apps/depth-of-field, flux-kontext-apps/face-to-many-kontext, flux-kontext-apps/filters, flux-kontext-apps/iconic-locations, flux-kontext-apps/impossible-scenarios, flux-kontext-apps/multi-image-kontext-max, flux-kontext-apps/multi-image-kontext-pro, flux-kontext-apps/multi-image-list, flux-kontext-apps/portrait-series, flux-kontext-apps/professional-headshot, flux-kontext-apps/restore-image, flux-kontext-apps/restyle-video-frame (modality?), flux-kontext-apps/text-removal, google/gemini-2.5-flash-image, google/imagen-3, google/imagen-3-fast, google/imagen-4, google/imagen-4-fast, google/imagen-4-ultra, google/nano-banana, google/nano-banana-2, google/nano-banana-2-lite, google/nano-banana-pro, ideogram-ai/ideogram-character, ideogram-ai/ideogram-v2, ideogram-ai/ideogram-v2-turbo, ideogram-ai/ideogram-v2a, ideogram-ai/ideogram-v2a-turbo, ideogram-ai/ideogram-v3-balanced, ideogram-ai/ideogram-v3-quality, ideogram-ai/ideogram-v3-turbo, ideogram-ai/ideogram-v4-balanced, ideogram-ai/ideogram-v4-quality, krea/krea-2-large, krea/krea-2-medium, luma/photon, luma/photon-flash, luma/reframe-image (modality?), minimax/image-01, openai/dall-e-2, openai/dall-e-3, openai/gpt-image-1, openai/gpt-image-1-mini, openai/gpt-image-1.5, openai/gpt-image-2, openai/gpt-image-2.5-flare, openai/gpt-image-2.5-sunburst, prunaai/flux-fast, prunaai/flux-kontext-fast, prunaai/hidream-l1-fast (distinct family from together's HiDream-I1), prunaai/p-image, prunaai/p-image-edit, prunaai/p-image-ideogram (also new for together, separate provider entry), prunaai/p-image-try-on, prunaai/wan-2.2-image, prunaai/z-image-turbo, qwen-edit-apps/qwen-image-edit-plus-lora-fusion, qwen-edit-apps/qwen-image-edit-plus-lora-next-scene, qwen-edit-apps/qwen-image-edit-plus-lora-photo-to-anime, qwen-edit-apps/qwen-image-edit-plus-lora-relight, qwen-edit-apps/qwen-image-edit-plus-lora-skin, qwen/qwen-edit-multiangle, qwen/qwen-image, qwen/qwen-image-2, qwen/qwen-image-2-pro, qwen/qwen-image-2512, qwen/qwen-image-edit, qwen/qwen-image-edit-2511, qwen/qwen-image-edit-plus, quiverai/arrow-1.1, quiverai/arrow-1.1-max, recraft-ai/recraft-20b, recraft-ai/recraft-20b-svg, recraft-ai/recraft-v3, recraft-ai/recraft-v3-svg, recraft-ai/recraft-v4, recraft-ai/recraft-v4-pro, recraft-ai/recraft-v4-pro-svg, recraft-ai/recraft-v4-svg, recraft-ai/recraft-v4.1, recraft-ai/recraft-v4.1-pro, recraft-ai/recraft-v4.1-pro-svg, recraft-ai/recraft-v4.1-svg, recraft-ai/recraft-v4.1-utility, recraft-ai/recraft-v4.1-utility-pro, retro-diffusion/rd-animation (modality?), retro-diffusion/rd-fast, retro-diffusion/rd-plus, retro-diffusion/rd-tile, runwayml/gen4-image, runwayml/gen4-image-turbo, sourceful/riverflow-2.0-fast, sourceful/riverflow-2.0-pro, sourceful/riverflow-2.0-refsr, sourceful/riverflow-v2.5-pro, stability-ai/stable-diffusion-3, stability-ai/stable-diffusion-3.5-large, stability-ai/stable-diffusion-3.5-large-turbo, stability-ai/stable-diffusion-3.5-medium, tencent/hunyuan-image-2.1, tencent/hunyuan-image-3, wan-video/wan-2.2-5b-fast (modality?, description mixes t2i and i2v), wan-video/wan-2.7-image, wan-video/wan-2.7-image-pro, wavespeedai/qwen-image, xai/grok-imagine-image, xai/grok-imagine-image-2, xai/grok-imagine-image-quality

Note on black-forest-labs/flux-2-klein-9b: backend's flux-2-klein-9b-base entry carries a bare alias "flux-2-klein-9b" that actually appears to refer to the -base (undistilled) model, while this upstream id is the separate 4-step-distilled variant — worth verifying whether the backend's alias is a naming mix-up or intentional.

Excluded as out-of-scope/noise: fine-tune-base and LoRA-loader variants (flux-*-finetuned, flux-*-lora, flux-2-klein-*-base-lora, p-image-lora/p-image-edit-lora/p-image-trainer, generic qwen-image-edit-plus-lora loader, qwen-image-lora-trainer-legacy); pure utility tools with no generative content (upscalers, background removal/cutout/shadow, colorization, vectorize-only, OCR, NSFW classification, dust-and-scratch); and all video/audio/3D/chat/embedding entries.

legacy upstream models not in backend (verify intent): none flagged — replicate's collection carries no reliable timestamp signal to judge staleness.