Model catalog

Milly Lab models and plan allowances

Milly Lab offers 21 AI models on one account: 13 for chat, 4 for images, 3 for video and 1 for 3D, from OpenAI, Anthropic, Google, DeepSeek, xAI and others. A free account includes GPT-5.6 Luna and DeepSeek V4 Flash, with 10 messages per model every 4 hours. Paid plans from $12 a month include a monthly allowance per model.

Catalog as of


Which chat models does Milly Lab have?

Milly Lab has 13 chat models from OpenAI, Anthropic, DeepSeek, Google and xAI. The table gives each model's API ID, the lowest plan that includes it and its message allowance on every plan.

ModelDeveloperAPI IDLowest planFree, per 4 hStarterProMaxAdvancedNotes
GPT-5.6 LunaOpenAIgpt-5.4-nanoFree101,4768851,1801,476400K-token context
GPT-5.6 TerraOpenAIgpt-5.4Pro——285285394400K-token context · Reads images
GPT-5.6 SolOpenAIgpt-5.5Max———68102400K-token context · Reads images · In the app: Swarm Mind only
ChatGPT CodexOpenAIgpt-5.3-codexAdvanced————226400K-token context · In the app: Swarm Mind only · Allowance counted in coding sessions
Claude Haiku 4.5Anthropicclaude-haiku-4-5Starter—540202270337200K-token context · Reads images
Claude Sonnet 5Anthropicclaude-sonnet-5Pro——2752654401M-token context · Reads images
Claude Opus 5Anthropicclaude-opus-4-8Advanced————114200K-token context · Reads images · In the app: Swarm Mind only
DeepSeek V4 FlashDeepSeekdeepseek-v4-flashFree102,545———128K-token context
DeepSeek V4DeepSeekdeepseek-v4Pro——1,353——128K-token context
DeepSeek V4 ProDeepSeekdeepseek-v4-proMax———6661,083256K-token context
Gemini 3.7 Flash 200KGooglegemini-3.6-flash-200kPro——485——200K-token context · Reads images
Gemini 3.7 FlashGooglegemini-3.6-flashStarter—2991283595981M-token context · Reads images
Grok 4.6xAIgrok-4.3Add-on, $7/mo—————256K-token context · Not in any plan

Paid plans: estimated messages per month. Free: messages per model every 4 hours. “—”: not included. Context windows are the ones the API publishes.

How Swarm Mind works


Which image, video and 3D models are available?

Image generation starts on the Pro plan, video on Max and 3D on Advanced. Allowances are counted in images, video clips and 3D models per month.

Image models

ModelDeveloperAPI IDLowest planStarterProMaxAdvancedNotes
Gemini Nano Banana 2Googlegemini-nano-bananaPro—578378Light Studio and API
ChatGPT Image 2.0OpenAIgpt-image-2Max——3730Light Studio and API
Flux 2 ProBlack Forest Labs via fal.aifal-ai/flux-proMax——35—Light Studio and API
Stable Diffusion 3.5 LargeStability AI via fal.aifal-ai/stable-diffusion-xlAdvanced———4Light Studio and API

Video models

ModelDeveloperAPI IDLowest planStarterProMaxAdvancedNotes
Veo 3.1Google—Max——55Video Studio only, not in the API
Kling 3.0Kuaishou via fal.ai—Advanced———4Video Studio only, not in the API
Runway Gen-3Runway—Advanced———12Video Studio only, not in the API

3D models

ModelDeveloperAPI IDLowest planStarterProMaxAdvancedNotes
MeshyMeshy—Advanced———13D Studio only, not in the API

Numbers are generations per month. “—”: not included.

How the studios work


What does the free plan include?

A free Milly Lab account includes GPT-5.6 Luna and DeepSeek V4 Flash, with 10 messages per model every 4 hours. Image, video and 3D generation, file uploads and document generation are not part of the free plan.


How do plan allowances work?

Each paid plan includes a monthly allowance for every model on its list, and the lists are not cumulative: a higher plan is not a superset of a lower one. For example, DeepSeek V4 Flash is in Starter but in no higher plan.

For chat models the allowance is a monthly budget per model, so the message counts are estimates for a message of average length: long prompts and long answers use it up faster.

When a model's allowance runs out, further use of that model is paid from your account balance at 2× the provider cost. Unused allowance does not carry over to the next month.

Enterprise has no listed price: its models and allowances are agreed in the contract.


Is voice transcription included?

Voice transcription is included in Starter, Pro, Max and Advanced, with its own monthly allowance of voice notes: Starter 60, Pro 100, Max 150 and Advanced 300.


Which models can I use through the API?

The OpenAI-compatible Milly Lab API at https://api.m-lab.app/v1 serves the chat models (13) and image models (4) by the API IDs in the tables above, plus the text-embedding-3-small embeddings model. Video and 3D models are available only in the app.

API access is included in the Max, Advanced and Enterprise plans. GET https://api.m-lab.app/v1/models returns the live model list with prices and needs no API key.


Why do API IDs differ from model names?

API IDs are permanent: when a model is replaced by a newer version, its ID stays the same so existing code keeps working, and only the name shown in the app changes. That is why GPT-5.6 Luna is called with the ID gpt-5.4-nano and Claude Opus 5 with claude-opus-4-8. The tables show both exactly as the platform uses them.


Which old model IDs still work in the API?

A retired API ID that has a successor still works: the request is answered and billed as the current model. An ID without a successor returns a 404 model_not_found error.

Old API IDAnswered by
claude-sonnetclaude-sonnet-5 · Claude Sonnet 5
claude-sonnet-4-6claude-sonnet-5 · Claude Sonnet 5
claude-opusclaude-opus-4-8 · Claude Opus 5
gemini-2.5-flashgemini-3.6-flash · Gemini 3.7 Flash
gemini-2.5-progemini-3.6-flash · Gemini 3.7 Flash
gemini-3.5-flashgemini-3.6-flash · Gemini 3.7 Flash
gemini-2.5-pro-200kgemini-3.6-flash-200k · Gemini 3.7 Flash 200K
gemini-3.5-flash-200kgemini-3.6-flash-200k · Gemini 3.7 Flash 200K
gpt-5.4-miniNot served (404)
gpt-4oNot served (404)
gpt-4o-miniNot served (404)
dall-e-3Not served (404)

Common questions

Does Milly Lab have Claude Opus?

Yes. Claude Opus 5 is included in the Advanced plan ($72 a month) with an allowance of about 114 messages a month. In the app it runs in Swarm Mind only, not in plain chat; in the API its ID is claude-opus-4-8.

Can I use GPT, Claude and Gemini on one subscription?

Yes. Starter ($12 a month) is the lowest plan with models from OpenAI, Anthropic and Google: GPT-5.6 Luna, Claude Haiku 4.5 and Gemini 3.7 Flash.

Is Grok included in a Milly Lab plan?

No. Grok 4.6 is not included in any plan; it is available as a paid add-on for $7 a month.