Models · Last updated September 23, 2026
Choose the right model for the agent job.
The current public AnyCap generation catalog spans image, video, music, and audio. Seedance 2.5 and MiniMax H3 are the featured current video additions. Choose by output type, required references, supported modes, cost, and the live model schema—not by a static ranking.
Latest additions
Recently verified model entries and material capability updates in this catalog. The dates show our catalog updates, not provider launch dates.
Seedream 5 Pro →
Generating or editing an image from text and reference images; inspect the selected mode schema.
Image generation · Updated Sep 23, 2026 · text-to-image, image-to-image
Seedream 5 Pro Multi-Reference →
Creating one image from two or more reference images; this catalog entry has no text-to-image mode.
Image generation · Updated Sep 23, 2026 · image-to-image
Suno V6 →
Prompt-driven full-track drafts and instrumental music generation with the latest verified Suno model in AnyCap.
Music generation · Updated Sep 21, 2026 · text-to-music
MiniMax H3 Max →
High-quality video generation from text, a starting image, or controlled first and last frames.
Video generation · Updated Sep 8, 2026 · text-to-video, image-to-video, first-last-frame-to-video
MiniMax H3 →
Video generation from text or image, video, and audio references through one model.
Video generation · Updated Aug 7, 2026 · text-to-video, image-to-video, multi-modal-reference
Seedance 2.5 →
Video workflows that need text, image, first/last-frame, or multimodal reference inputs.
Video generation · Updated Aug 7, 2026 · text-to-video, image-to-video, first-last-frame-to-video, multi-modal-reference
Featured video model: Seedance 2.5 for text, image, first/last-frame, and multimodal-reference video generation. Use Seedance 2.5 →
How to choose the right model
- Start with the output type: image, video, music, or audio.
- Then decide whether the task needs a polished first pass, faster iteration, or revision from an existing asset.
- Use the model guide pages when the choice depends on motion style, editing workflow, or cost tradeoffs.
Current model comparison
These are the current public models exposed through AnyCap. Credit ranges come from the same pricing inventory used on the pricing page, so the hub and pricing page stay aligned.
Image generation
Charged per call. Check each model's supported modes; the multi-reference entry is image-to-image only.
| Model | Modes | Credits / call | Best for |
|---|---|---|---|
| Seedream 5 Pro | text-to-image, image-to-image | varies | Generating or editing an image from text and reference images; inspect the selected mode schema. |
| Seedream 5 Pro Multi-Reference | image-to-image | varies | Creating one image from two or more reference images; this catalog entry has no text-to-image mode. |
| Nano Banana 2 Lite | text-to-image, image-to-image | varies | Text-to-image and image-to-image; compare the result on your brief. |
| FLUX.1 Kontext Max | text-to-image, image-to-image | varies | Text-to-image generation and image-to-image edits; check the selected mode schema and review outputs on your brief. |
| GPT Image 2 | text-to-image, image-to-image | varies | Text-to-image generation and edits through an OpenAI-family model; inspect the mode schema before use. |
| Qwen Image | text-to-image, image-to-image | varies | Text-to-image and image-to-image work using the Qwen family; test bilingual prompts and text rendering on real outputs. |
| Nano Banana 2 | text-to-image, image-to-image | ~4 | Text-to-image and image-to-image; measure output, latency, and cost. |
| Nano Banana Pro | text-to-image, image-to-image | ~7 | Text-to-image and image-to-image; test edits on your own assets. |
| Seedream 4.5 | text-to-image, image-to-image | varies | Image generation and transformation; check structure preservation on your own reference assets. |
| Seedream 5 | text-to-image, image-to-image | ~2 | Text-to-image generation; review the documented Seedream 5 CLI trial. |
Video generation
Charged per second of generated output. Supports text-to-video and image-to-video modes.
| Model | Modes | Credits / sec | Best for |
|---|---|---|---|
| Seedance 2.5 | text-to-video, image-to-video, first-last-frame-to-video, multi-modal-reference | varies | Video workflows that need text, image, first/last-frame, or multimodal reference inputs. |
| MiniMax H3 Max | text-to-video, image-to-video, first-last-frame-to-video | varies | High-quality video generation from text, a starting image, or controlled first and last frames. |
| MiniMax H3 | text-to-video, image-to-video, multi-modal-reference | varies | Agent workflows that need text-to-video, image-to-video, or multimodal reference generation through one model and one CLI surface. |
| Kling 3.0 Motion Control | motion-control | varies | Transferring motion from a reference video to a character in a reference image. |
| Seedance 2.0 Fast | text-to-video, image-to-video | varies | Previewing, ideation, and high-volume video iteration when an agent needs faster turnaround. |
| Seedance 2.0 Mini | text-to-video, image-to-video, first-last-frame-to-video, multi-modal-reference | varies | Efficient video drafts with text, image, first/last-frame, or multimodal references. |
| Kling 3.0 | text-to-video, image-to-video, first-last-frame-to-video, multi-shot-video | ~9 | Cinematic motion and flexible image-to-video workflows. |
| Seedance 2.0 | text-to-video, image-to-video, first-last-frame-to-video, multi-modal-reference | varies | High-quality video with first/last-frame and multimodal-reference control. |
| Gemini Omni Flash Preview | edit-video | varies | Natural-language editing and refinement of existing footage. |
| Kling 3.0 Omni | text-to-video, image-to-video, multi-shot-video | varies | Flexible text, image, and multi-shot video generation. |
| Hailuo 2.3 | text-to-video, image-to-video | varies | Short narrative clips, expressive character motion, visual storytelling, and reference-image animation. |
| Kling O1 | image-to-video | varies | Product demos, stylized motion design, and image-conditioned clips where the source frame should drive the video. |
| Seedance 1.5 Pro | text-to-video, image-to-video | ~14 | Repeatable product videos, smooth image-to-video jobs, and production workflows that need a steady default. |
| Sora 2 Pro | text-to-video, image-to-video | varies | High-end narrative, cinematic, product, and realistic video generation when teams want an OpenAI video model through the same CLI. |
| Veo 3.1 | text-to-video, image-to-video | ~20 | Premium text-to-video output when the first pass needs to look stronger. |
| Veo 3.1 Fast | text-to-video, image-to-video | varies | Rapid creative iteration and preview generation when an agent wants the Veo family with faster turnaround. |
Music generation
Charged per second of generated audio.
| Model | Modes | Credits / sec | Best for |
|---|---|---|---|
| Suno V6 | text-to-music | 3 | Current Suno music workflows, instrumental track drafts, and prompt-driven song concepts inside an agent workflow. |
| Mureka V8 | text-to-music | varies | Songwriting, vocal-oriented drafts, and audio content production when an agent needs an alternative to Suno or ElevenLabs Music. |
| Suno V5.5 | text-to-music | varies | Current Suno music generation workflows, complete track drafts, vocal concepts, and high-iteration song ideas. |
| ElevenLabs Music | text-to-music | ~1 | Prompt-based soundtrack drafts inside the same agent runtime. |
| Suno V5 | text-to-music | varies | Structured songs, vocal demos, and full-track concepts that need lyrics, mood, and arrangement guidance. |
Audio generation
Charged per successful generated output from text, audio, or image input.
| Model | Modes | Credits / call | Best for |
|---|---|---|---|
| Doubao Seed Audio 1.0 | text-to-audio, audio-to-audio, image-to-audio | varies | Speech, dialogue, sound effects, and complete audio scenes from text, audio, or image input. |
Image generation
Seedream 5 →
See a recorded text-to-image and image-editing workflow before trying this model.
Nano Banana Pro →
Inspect this model's image-to-image schema when the job begins with an existing asset.
Nano Banana 2 →
Compare output, latency, and actual cost on your own brief before using it for many variants.
Video generation
Veo 3.1 →
The current video generation model for text-to-video workflows through AnyCap.
Kling 3.0 →
A strong fit for realistic motion and cinematic image-to-video workflows.
Seedance 2.5 →
Text-to-video, image-to-video, first/last-frame, and multimodal-reference generation through AnyCap.
Music generation
ElevenLabs Music →
A prompt-based music model for soundtrack drafts inside the same agent runtime.
FAQ
How do I choose between Seedream 5, Nano Banana Pro, and Nano Banana 2?
Start with the input you have and inspect each model's mode schema. The image capability page shows one real Seedream 5 generation and edit, but we have not run a side-by-side quality or speed benchmark against Nano Banana Pro or Nano Banana 2. Compare all three on the same brief before choosing a default.
How do I choose between Veo 3.1, Kling 3.0, and Seedance 2.5?
Use Veo 3.1 for story-driven text or image briefs, Kling 3.0 when first/last-frame transitions or multi-shot control matter, and Seedance 2.5 when the workflow needs text, image, first/last-frame, or multimodal reference inputs through one model. Confirm the exact mode in the live schema before generating.
Do all AnyCap models use the same CLI and auth flow?
Yes. AnyCap exposes these models through the same capability runtime, CLI, and auth flow, so teams do not need a separate provider integration path for each model page listed here.
What are the newest model updates in AnyCap?
As of September 23, 2026, the image catalog also includes Seedream 5 Pro and Seedream 5 Pro Multi-Reference. Seedance 2.5 and MiniMax H3 remain featured video models. The update dates reflect this catalog, not provider launch dates.