AIsa LLM Model Catalog - API Endpoints, Capabilities, Context Windows

Complete AIsa LLM and media model catalog for llms.txt: exact model IDs, providers, API endpoints, capabilities, context windows, and billing for all 108 models — GPT, Claude, Gemini, Grok, DeepSeek, Qwen, Kimi, MiniMax, GLM, Seed, Seedream, Dreamina, Wan, StepFun, and MiMo — through https://api.aisa.one/v1.

AIsa’s Model Gateway routes LLM and media-generation requests through one API key. This guide is the stable Markdown source for agents that read llms.txt and need to understand which AIsa model IDs exist, which endpoint each model uses, and what each model can do.

The live catalog is aisa.one/models. The tables below cover all 108 models in the gateway and were refreshed from the live pricing feed on August 5, 2026. Model availability and prices can change, so use the live catalog for the final source of truth before production routing.

How to call models

Use your AISA_API_KEY as a Bearer token. For OpenAI-compatible SDKs, set the base URL to https://api.aisa.one/v1.

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_AISA_API_KEY",
    base_url="https://api.aisa.one/v1"
)

response = client.chat.completions.create(
    model="qwen3.7-max",
    messages=[{"role": "user", "content": "Compare these model options for a coding agent."}]
)
print(response.choices[0].message.content)

Endpoint types

Endpoint	Current model count
POST /v1/chat/completions	95
POST /v1/messages	85
POST /v1/responses	72
POST /v1/video/generations	8
POST /v1/images/generations	4
POST /v1/images/edits	3
POST /v1/embeddings	2
POST /v1beta/models/{model}:generateContent	2

Most text, vision, and coding models accept both OpenAI-style chat/completions and Anthropic-compatible messages, so the same model ID works from either SDK. POST /v1/responses is now served by most text models — the table above counts the routes reported by the live gateway pricing feed on August 5, 2026. Calling a model on a route it does not serve returns 400 model_route_not_supported with the supported routes listed, so probe before switching protocols. Gemini models additionally expose generateContent. Image models use images/generations and images/edits. Video models are asynchronous: submit the job to POST /v1/video/generations, then poll /v1/video/generations/{task_id} for the result. Embedding models use /v1/embeddings. Always pass the exact model string shown below.

Capability vocabulary

Capability	What it means in AIsa Model Gateway
Text	Natural-language generation, summarization, analysis, translation, and long-context reasoning.
Coding	Code reasoning, code completion, software-agent planning, and tool-use workflows.
Vision	Image/document understanding, visual coding, and spatial reasoning over visual inputs.
Audio	Audio understanding or speech-to-speech style interaction where supported by the upstream model.
Image	Image generation, image editing, image consistency, or rendering text in images.
Video	Video understanding, temporal reasoning, long-video work, image-to-video, or omni/video workflows.

Provider summary

Provider	Models	Types	Example model IDs
OpenAI	27	Image, Text	gpt-4.1-mini, gpt-4o, gpt-4o-mini, gpt-5-chat-latest …
Anthropic	12	Text	claude-fable-5, claude-haiku-4-5-20251001, claude-opus-4-1-20250805, claude-opus-4-5-20251101 …
Google Gemini	2	Text	gemini-3-pro-preview, gemini-3.5-flash
xAI	5	Text	grok-4.20-0309-non-reasoning, grok-4.20-0309-reasoning, grok-4.3, grok-4.5 …
DeepSeek	7	Text	deepseek-r1, deepseek-v3, deepseek-v3.1, deepseek-v3.2 …
Alibaba	24	Image, Text, Video	qwen-flash, qwen-mt-flash, qwen-mt-lite, qwen-plus-2025-12-01 …
Moonshot	5	Text	kimi-k2-thinking, kimi-k2.5, kimi-k2.6, kimi-k2.7-code …
MiniMax	2	Text	MiniMax-M2.5, MiniMax-M3
Zhipu GLM	4	Text	glm-5, glm-5.1, glm-5.2 …
ByteDance	10	Image, Text, Video	seed-1-6-250915, seed-1-6-flash-250715, seed-1-8-251228, seed-2-0-lite-260228 …
Xiaomi	2	Text	mimo-v2.5, mimo-v2.5-pro
StepFun	3	Text	step-3.5-flash, step-3.5-flash-2603, step-3.7-flash
HappyHorse	3	Video	happyhorse-1.1-i2v, happyhorse-1.1-r2v, happyhorse-1.1-t2v
Other	2	Embeddings	text-embedding-3-large, text-embedding-3-small

Complete model details

Context windows and capability tags come from the last Model Gateway metadata export. Models added since then show — for context and only their base type in Capabilities — check aisa.one/models for their current limits and capability tags.

OpenAI

Model ID	Context	Capabilities	Endpoint(s)	Billing
gpt-4.1-mini	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.4211 in / $1.6842 out per 1M tokens (cache read $0.1053/M)
gpt-4o	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$2.6316 in / $10.5263 out per 1M tokens (cache read $1.3158/M)
gpt-4o-mini	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.1579 in / $0.6316 out per 1M tokens (cache read $0.0789/M)
gpt-5-chat-latest	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.3158 in / $10.5263 out per 1M tokens (cache read $0.1316/M)
gpt-5-nano	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.0526 in / $0.4211 out per 1M tokens (cache read $0.0053/M)
gpt-5-pro	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$15.7895 in / $126.3158 out per 1M tokens
gpt-5-search-api	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.3158 in / $10.5263 out per 1M tokens (cache read $0.1316/M)
gpt-5.1	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.3158 in / $10.5263 out per 1M tokens (cache read $0.1316/M)
gpt-5.1-chat-latest	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.3158 in / $10.5263 out per 1M tokens (cache read $0.1316/M)
gpt-5.1-codex	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.3158 in / $10.5263 out per 1M tokens (cache read $0.1316/M)
gpt-5.1-codex-max	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.3158 in / $10.5263 out per 1M tokens (cache read $0.1316/M)
gpt-5.2	400,000	Coding, Text, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$1.8421 in / $14.7368 out per 1M tokens (cache read $0.1842/M)
gpt-5.2-chat-latest	400,000	Coding, Text, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$1.8421 in / $14.7368 out per 1M tokens (cache read $0.1842/M)
gpt-5.2-codex	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.8421 in / $14.7368 out per 1M tokens (cache read $0.1842/M)
gpt-5.2-pro	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$22.1053 in / $176.8421 out per 1M tokens
gpt-5.3-chat-latest	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.8421 in / $14.7368 out per 1M tokens (cache read $0.1842/M)
gpt-5.3-codex	1,000,000	Coding, Text; reasoning, long context, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$1.8421 in / $14.7368 out per 1M tokens (cache read $0.1842/M)
gpt-5.4	1,050,000	Coding, Text, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$2.6316 in / $15.7895 out per 1M tokens (cache read $0.2632/M)
gpt-5.4-mini	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.7895 in / $4.7368 out per 1M tokens (cache read $0.0789/M)
gpt-5.4-nano	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.2105 in / $1.3158 out per 1M tokens (cache read $0.0211/M)
gpt-5.4-pro	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$31.5789 in / $189.4737 out per 1M tokens
gpt-5.5	400,000	Coding, Text, Vision; code reasoning, long context, reasoning, vision	/v1/chat/completions, /v1/messages, /v1/responses	$5.2632 in / $40.0000 out per 1M tokens (cache read $0.5263/M)
gpt-5.5-pro	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$31.5789 in / $189.4737 out per 1M tokens
gpt-5.6-luna	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.2105 in / $1.2632 out per 1M tokens (cache read $0.0211/M; cache write $0.2500/M)
gpt-5.6-sol	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$5.2632 in / $31.5789 out per 1M tokens (cache read $0.5263/M; cache write $6.2500/M)
gpt-5.6-terra	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$2.1053 in / $12.6316 out per 1M tokens (cache read $0.2105/M; cache write $2.5000/M)
gpt-image-2	N/A	Image, Vision; image editing, image generation, text in images, vision	/v1/images/generations, /v1/images/edits	$8.4211 in / $31.5789 out per 1M tokens (cache write $2.0000/M); $0.03 / request; $0.05 / image (1024x1024)

Anthropic

Model ID	Context	Capabilities	Endpoint(s)	Billing
claude-fable-5	—	Text	/v1/chat/completions, /v1/messages	$10.5263 in / $52.6316 out per 1M tokens (cache read $1.0526/M; cache write $12.5000/M)
claude-haiku-4-5-20251001	200,000	Coding, Text, Vision; reasoning, long context, spatial vision, document vision, visual coding, code reasoning, agentic coding	/v1/chat/completions, /v1/messages	$1.0526 in / $5.2632 out per 1M tokens (cache read $0.1053/M; cache write $2.0000/M)
claude-opus-4-1-20250805	200,000	Coding, Text, Vision; reasoning, long context, document vision, visual coding, code reasoning, agentic coding	/v1/chat/completions, /v1/messages	$15.7895 in / $78.9474 out per 1M tokens (cache read $1.5789/M; cache write $30.0000/M)
claude-opus-4-5-20251101	1,000,000	Coding, Text, Vision; reasoning, long context, creative writing, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages	$5.2632 in / $26.3158 out per 1M tokens (cache read $0.5263/M; cache write $10.0000/M)
claude-opus-4-6	1,000,000	Coding, Text, Vision; reasoning, long context, creative writing, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages	$5.2632 in / $26.3158 out per 1M tokens (cache read $0.5263/M; cache write $10.0000/M)
claude-opus-4-7	1,000,000	Coding, Text, Vision; reasoning, long context, creative writing, spatial vision, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$5.2632 in / $26.3158 out per 1M tokens (cache read $0.5263/M; cache write $10.0000/M)
claude-opus-4-8	1,000,000	Coding, Text, Vision; reasoning, long context, creative writing, spatial vision, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages	$5.2632 in / $26.3158 out per 1M tokens (cache read $0.5263/M; cache write $10.0000/M)
claude-opus-5	—	Text	/v1/chat/completions, /v1/messages	$5.2632 in / $26.3158 out per 1M tokens (cache read $0.5263/M; cache write $10.0000/M)
claude-sonnet-4-5-20250929	200,000	Coding, Text, Vision; reasoning, long context, creative writing, spatial vision, document vision, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages	$3.1579 in / $15.7895 out per 1M tokens (cache read $0.3158/M; cache write $6.0000/M)
claude-sonnet-4-6	—	Text	/v1/chat/completions, /v1/messages	$3.1579 in / $15.7895 out per 1M tokens (cache read $0.3158/M; cache write $6.0000/M)
claude-sonnet-4-6-thinking	—	Text	/v1/chat/completions, /v1/messages	$3.1579 in / $15.7895 out per 1M tokens (cache read $0.3158/M; cache write $6.0000/M)
claude-sonnet-5	—	Text	/v1/chat/completions, /v1/messages	$2.1053 in / $10.5263 out per 1M tokens (cache read $0.2105/M; cache write $2.5000/M)

Google Gemini

Model ID	Context	Capabilities	Endpoint(s)	Billing
gemini-3-pro-preview	N/A	Text; long context, creative writing	/v1/chat/completions, /v1beta/models/{model}:generateContent	$2.1053 in / $12.6316 out per 1M tokens
gemini-3.5-flash	N/A	Text; long context, creative writing	/v1/chat/completions, /v1beta/models/{model}:generateContent	$1.5789 in / $9.4737 out per 1M tokens (cache read $0.1579/M)

xAI

Model ID	Context	Capabilities	Endpoint(s)	Billing
grok-4.20-0309-non-reasoning	1,000,000	Text, Vision; long context, creative writing, spatial vision, document vision	/v1/chat/completions	$1.3158 in / $2.6316 out per 1M tokens
grok-4.20-0309-reasoning	1,000,000	Text, Vision; reasoning, long context, creative writing, spatial vision, document vision	/v1/chat/completions	$1.3158 in / $2.6316 out per 1M tokens
grok-4.3	1,000,000	Text, Vision; reasoning, long context, creative writing, spatial vision, document vision	/v1/chat/completions	$1.3158 in / $2.6316 out per 1M tokens
grok-4.5	—	Text	/v1/chat/completions	$2.1053 in / $6.3158 out per 1M tokens (cache write $0.5000/M)
grok-build-0.1	256,000	Coding, Text, Vision; reasoning, long context, visual coding, code reasoning, code completion, agentic coding	/v1/chat/completions	$1.0526 in / $2.1053 out per 1M tokens

DeepSeek

Model ID	Context	Capabilities	Endpoint(s)	Billing
deepseek-r1	262,144	Coding, Text; code reasoning, long context, reasoning	/v1/chat/completions, /v1/messages, /v1/responses	$0.4229 in / $1.6903 out per 1M tokens (cache read $0.4229/M)
deepseek-v3	262,144	Coding, Text; code reasoning, long context, reasoning	/v1/chat/completions, /v1/messages, /v1/responses	$0.2115 in / $0.8452 out per 1M tokens (cache read $0.2115/M)
deepseek-v3.1	262,144	Coding, Text; code reasoning, long context, reasoning	/v1/chat/completions, /v1/messages, /v1/responses	$0.4229 in / $1.2681 out per 1M tokens (cache read $0.4229/M)
deepseek-v3.2	128,000	Coding, Text; reasoning, long context, creative writing, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2115 in / $0.3176 out per 1M tokens (cache read $0.2115/M)
deepseek-v4-flash	262,144	Coding, Text; code reasoning, long context, reasoning	/v1/chat/completions, /v1/messages, /v1/responses	$0.1032 in / $0.2063 out per 1M tokens (cache read $0.0021/M)
deepseek-v4-flash-0731	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.1380 in / $0.2750 out per 1M tokens (cache write $0.0280/M)
deepseek-v4-pro	262,144	Coding, Text; code reasoning, long context, reasoning	/v1/chat/completions, /v1/messages, /v1/responses	$0.3205 in / $0.6411 out per 1M tokens (cache read $0.0027/M)

Alibaba

Model ID	Context	Capabilities	Endpoint(s)	Billing
qwen-flash	1,000,000	Audio, Coding, Text, Video, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, visual coding, speech-to-speech, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.0154 in / $0.1512 out per 1M tokens (cache read $0.0035/M)
qwen-mt-flash	1,000,000	Text; long context, translation	/v1/chat/completions, /v1/messages, /v1/responses	$0.0720 in / $0.2205 out per 1M tokens (cache read $0.0720/M)
qwen-mt-lite	1,000,000	Text; translation	/v1/chat/completions, /v1/messages, /v1/responses	$0.0840 in / $0.2520 out per 1M tokens (cache read $0.0840/M)
qwen-plus-2025-12-01	1,000,000	Audio, Coding, Text, Video, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, visual coding, speech-to-speech, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions	$0.2800 in / $0.8400 out per 1M tokens (cache read $0.2800/M)
qwen3-coder-480b-a35b-instruct	262,144	Coding, Text; reasoning, long context, code reasoning, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$1.0500 in / $5.2500 out per 1M tokens (cache read $1.0500/M)
qwen3-coder-flash	1,000,000	Coding, Text; reasoning, long context, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2100 in / $1.0500 out per 1M tokens (cache read $0.2100/M)
qwen3-coder-plus	1,000,000	Coding, Text; reasoning, long context, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.7000 in / $3.5000 out per 1M tokens (cache read $0.7000/M)
qwen3-max	262,144	Audio, Coding, Text, Video, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, visual coding, speech-to-speech, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.7200 in / $3.6000 out per 1M tokens (cache read $0.7200/M)
qwen3-vl-flash	131,072	Coding, Text, Video, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.0350 in / $0.2800 out per 1M tokens (cache read $0.0350/M)
qwen3-vl-flash-2025-10-15	131,072	Coding, Text, Video, Vision; reasoning, long context, translation, spatial vision, document vision, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.0350 in / $0.2800 out per 1M tokens (cache read $0.0350/M)
qwen3-vl-plus	131,072	Coding, Text, Video, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.1400 in / $1.1200 out per 1M tokens (cache read $0.1400/M)
qwen3.6-plus	1,000,000	Coding, Text, Video, Vision; reasoning, long context, translation, creative writing, spatial vision, document vision, visual coding, omni/video understanding, long video, temporal video, code reasoning, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2760 in / $1.6510 out per 1M tokens (cache read $0.2760/M)
qwen3.6-plus-2026-04-02	262,144	Coding, Text, Vision; code reasoning, long context, reasoning, vision	/v1/chat/completions, /v1/messages, /v1/responses	$0.2760 in / $1.6510 out per 1M tokens (cache read $0.2760/M)
qwen3.7-flash	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.1732 in / $0.6930 out per 1M tokens (cache read $0.0347/M; cache write $0.2166/M)
qwen3.7-flash-2026-07-15	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.1732 in / $0.6930 out per 1M tokens (cache read $0.0347/M; cache write $0.2166/M)
qwen3.7-max	1,000,000	Coding, Text; reasoning, long context, translation, creative writing, code reasoning, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$1.1550 in / $3.4657 out per 1M tokens (cache read $0.1155/M; cache write $1.4441/M)
qwen3.7-max-2026-06-08	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.1550 in / $3.4657 out per 1M tokens (cache read $0.2310/M)
qwen3.7-plus	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.1932 in / $0.7707 out per 1M tokens (cache read $0.0392/M)
qwen3.8-max	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.7325 in / $5.1986 out per 1M tokens (cache read $0.2163/M; cache write $2.1662/M)
wan2.7-i2v	—	Video	/v1/video/generations	$0.060208 / output second (720p); $0.100347 / output second (1080p)
wan2.7-image	N/A	Image, Text, Vision; reasoning, vision, image generation, image editing, text in images, image consistency	/v1/images/generations, /v1/images/edits	$0.03 / request
wan2.7-image-pro	N/A	Image, Text, Video, Vision; reasoning, long context, vision, image generation, image editing, text in images, image consistency, image-to-video	/v1/images/generations, /v1/images/edits	$0.075 / request
wan2.7-r2v	—	Video	/v1/video/generations	$0.060208 / output second (720p); $0.100347 / output second (1080p)
wan2.7-t2v	—	Video	/v1/video/generations	$0.060208 / output second (720p); $0.100347 / output second (1080p)

Moonshot

Model ID	Context	Capabilities	Endpoint(s)	Billing
kimi-k2-thinking	256,000	Coding, Text; reasoning, long context, code reasoning, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.4229 in / $1.6903 out per 1M tokens (cache read $0.4229/M)
kimi-k2.5	262,144	Coding, Text, Video, Vision; reasoning, long context, spatial vision, document vision, visual coding, omni/video understanding, long video, code reasoning, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.4229 in / $2.2186 out per 1M tokens (cache read $0.0847/M)
kimi-k2.6	128,000	Text; long context, reasoning	/v1/chat/completions, /v1/messages, /v1/responses	$0.6587 in / $2.7360 out per 1M tokens (cache read $0.6587/M)
kimi-k2.7-code	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.6257 in / $2.5992 out per 1M tokens (cache read $0.1252/M)
kimi-k3	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$3.1579 in / $15.7895 out per 1M tokens (cache read $0.3158/M)

MiniMax

Model ID	Context	Capabilities	Endpoint(s)	Billing
MiniMax-M2.5	262,144	Coding, Text; reasoning, long context, creative writing, code reasoning, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2211 in / $0.8842 out per 1M tokens (cache read $0.2211/M)
MiniMax-M3	1,000,000	Coding, Text, Video, Vision; reasoning, long context, code reasoning, agentic coding, vision, long video	/v1/chat/completions, /v1/messages, /v1/responses	$0.2211 in / $0.8842 out per 1M tokens (cache read $0.0526/M)

Zhipu GLM

Model ID	Context	Capabilities	Endpoint(s)	Billing
glm-5	128,000	Coding, Text; reasoning, long context, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.4222 in / $1.9011 out per 1M tokens (cache read $0.4222/M)
glm-5.1	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.5775 in / $2.3107 out per 1M tokens (cache read $0.1155/M)
glm-5.2	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.7700 in / $2.6957 out per 1M tokens (cache read $0.1925/M)
z-ai/glm-5v-turbo	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$1.2000 in / $4.0000 out per 1M tokens (cache read $0.2400/M)

ByteDance

Model ID	Context	Capabilities	Endpoint(s)	Billing
seed-1-6-250915	262,144	Text, Video, Vision; reasoning, long context, creative writing, vision, omni/video understanding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2368 in / $0.9474 out per 1M tokens (cache read $0.2368/M)
seed-1-6-flash-250715	262,144	Text, Video, Vision; reasoning, long context, spatial vision, omni/video understanding, temporal video	/v1/chat/completions, /v1/messages, /v1/responses	$0.0711 in / $0.2842 out per 1M tokens (cache read $0.0711/M)
seed-1-8-251228	262,144	Coding, Text, Video, Vision; reasoning, long context, creative writing, spatial vision, document vision, visual coding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2368 in / $1.8947 out per 1M tokens (cache read $0.2368/M)
seed-2-0-lite-260228	262,144	Coding, Text, Video, Vision; reasoning, long context, creative writing, spatial vision, document vision, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.2632 in / $2.1053 out per 1M tokens (cache read $0.2632/M)
seed-2-0-mini-260215	262,144	Coding, Text, Video, Vision; reasoning, long context, spatial vision, document vision, omni/video understanding, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions	$0.1053 in / $0.4211 out per 1M tokens (cache read $0.1053/M)
seed-2-0-pro-260328	262,144	Coding, Text, Video, Vision; reasoning, long context, creative writing, spatial vision, document vision, visual coding, omni/video understanding, long video, temporal video, code reasoning, code completion, agentic coding	/v1/chat/completions, /v1/messages, /v1/responses	$0.5263 in / $3.1579 out per 1M tokens (cache read $0.5263/M)
dreamina-seedance-2-0-260128	—	Video	/v1/video/generations	$4.3 / 1M tokens (480p, 720p, 4k); $4.7 / 1M tokens (1080p)
dreamina-seedance-2-0-fast-260128	—	Video	/v1/video/generations	$3.3 / 1M tokens (480p, 720p)
seedream-4-5-251128	N/A	Image, Vision; vision, image generation, image editing, text in images, image consistency	/v1/chat/completions	$0.036 / request
seedream-5-0-260128	262,144	Image, Vision; image editing, image generation, text in images, vision	/v1/images/generations	$0.035 / request

Xiaomi

Model ID	Context	Capabilities	Endpoint(s)	Billing
mimo-v2.5	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.1505 in / $0.3011 out per 1M tokens (cache read $0.0031/M)
mimo-v2.5-pro	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.5158 in / $0.9021 out per 1M tokens (cache read $0.0038/M)

StepFun

Model ID	Context	Capabilities	Endpoint(s)	Billing
step-3.5-flash	—	Text	/v1/chat/completions, /v1/messages	$0.1053 in / $0.3158 out per 1M tokens (cache read $0.0211/M)
step-3.5-flash-2603	—	Text	/v1/chat/completions, /v1/messages	$0.1053 in / $0.3158 out per 1M tokens (cache read $0.0211/M)
step-3.7-flash	—	Text	/v1/chat/completions, /v1/messages, /v1/responses	$0.2105 in / $1.2105 out per 1M tokens (cache read $0.0421/M)

HappyHorse

Model ID	Context	Capabilities	Endpoint(s)	Billing
happyhorse-1.1-i2v	—	Video	/v1/video/generations	$0.098 / output second (720p); $0.126 / output second (higher tier; the upstream feed labels both tiers 720p)
happyhorse-1.1-r2v	—	Video	/v1/video/generations	$0.098 / output second (720p); $0.126 / output second (1080p)
happyhorse-1.1-t2v	—	Video	/v1/video/generations	$0.098 / output second (720p); $0.126 / output second (1080p)

Other

Model ID	Context	Capabilities	Endpoint(s)	Billing
text-embedding-3-small	—	Embeddings	/v1/embeddings	$0.0211 in per 1M tokens
text-embedding-3-large	—	Embeddings	/v1/embeddings	$0.1368 in per 1M tokens

Choosing a model

Need	Start with	Why
Frontier text + vision	gpt-5.5, claude-opus-4-8, gpt-5.4	Strong reasoning and broad multimodal/coding coverage.
Agentic coding	gpt-5.3-codex, claude-opus-4-8, qwen3-coder-plus, MiniMax-M3	Coding, long-context, and agentic sub-capabilities.
Low-cost high-volume text	qwen-flash, deepseek-v4-flash, qwen-mt-flash	Very low input/output pricing for routine tasks.
Long-context Chinese or bilingual work	qwen3.6-plus, qwen3.7-max, MiniMax-M3	1M-token context options with Chinese-language strength.
Visual/document tasks	qwen3-vl-plus, claude-opus-4-8, gpt-5.4	Vision/document/spatial capability tags.
Image generation	gpt-image-2, seedream-5-0-260128, wan2.7-image-pro	Image-generation and image-editing model IDs with per-request billing.

Models added after the last capability export — including gpt-5.6-luna, gpt-5.6-sol, gpt-5.6-terra, claude-opus-5, claude-sonnet-5, kimi-k3, kimi-k2.7-code, glm-5.2, and grok-4.5 — are not reflected in this table yet. Check the live catalog before routing production traffic to them.

Notes for agents

• Do not invent AIsa model IDs. Use the exact model strings in the tables.
• Do not assume a model supports every modality its upstream family supports. Use the capability tags listed here or check the live model page.
• If a model appears in aisa.one/models but not in a static table, the pricing API has likely enabled it at runtime; prefer the live catalog.
• Pricing tables are informational. The final billed amount appears in AIsa Usage Logs and may include workspace-level pricing rules.
• A — in the Context column means the current metadata export does not publish that model’s context window. Do not assume a default; read the live catalog.