MorphogenDocs

Models

Catalog models, their categories and endpoints, and differences in behavior.

The list of models available to your key is returned by GET /v1/models. Take names from there: the catalog changes, and a key can be limited to a list of models. See prices in the console.

Text

These models accept any of the three formats: /v1/chat/completions, /v1/messages, /v1/responses. You do not need to write code for a specific model.

ModelNotes
claude-opus-5.5temperature is supported
claude-fable-5.1explicit prompt cache through cache_control
claude-sonnet-5explicit prompt cache through cache_control
gpt-6-astra, gpt-6-sol, gpt-6-lunasupport seed, implicit cache
gemini-3.1-protemporarily unavailable
gpt-5-mini, gpt-4oold names for existing integrations

The context of Claude models is 1 million tokens, of GPT-6 1.05 million. The maximum response length of flagship models is 128,000 tokens. When the client does not send max_tokens, the money reserve is calculated from the model's response ceiling.

Embeddings

Endpoint /v1/embeddings.

ModelDimensions
text-embedding-3-small1536
text-embedding-3-large3072
bge-m31024, works well with Russian

Speech

Endpoint /v1/audio/transcriptions: whisper-large-v3. The price is counted per second of audio.

Images

Endpoint /v1/images/generations, and hybrid models also have /v1/chat/completions with modalities.

Model
gpt-image-2
gpt-image-1-mini
seedream-4.5
flux-2-pro
flux-2-klein
qwen-image-3
recraft-v4.1-flash

Video

Endpoint /v1/videos. The allowed duration, resolution and aspect ratio depend on the model, and unsuitable values give 400 unsupported_video_parameter.

ModelResolutions
grok-imagine-video480p, 720p
wan-3.0480p, 720p, 1080p
seedance-2.0-mini480p, 720p
kling-3.0720p, with or without sound

Differences in behavior

  • A parameter the model does not support is ignored without an error. temperature has no effect on claude-fable-5.1, claude-sonnet-5 and GPT-6 models, and seed exists only on GPT-6.
  • Reasoning counts toward output tokens in all formats. Models with reasoning, for example gpt-5-mini and gpt-6-luna, can spend the whole limit on it with a small max_tokens and return empty text. Leave headroom.
  • The GPT-6 price rises when the input is over 272,000 tokens.
  • All text models accept images in the input in all three formats.

You can also call any model by its full vendor/model identifier, for example anthropic/claude-sonnet-5. Feature compatibility: Compatibility.

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