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AI生态系统地图

探索74家AI服务商、469个模型和7项核心能力之间的关系。了解哪些服务商在哪些能力上占据主导地位，发现AI生态的结构。

Total Models
469
Providers
74
Most Common
Streaming
Least Common
Image Output

OpenAI

100 models
100%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GPT-6.1 Terra Pro (1.1M ctx)
5 open-sourceAvg ctx: 622K
Click to expand

Google

45 models
100%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Gemini 4 Argon (1.0M ctx)
4 free8 open-sourceAvg ctx: 656K
Click to expand

Alibaba

43 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Qwen3.8 2.4T A95B (1.0M ctx)
29 open-sourceAvg ctx: 503K
Click to expand

Anthropic

30 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Claude Haiku 5.5 (1.0M ctx)
Avg ctx: 840K
Click to expand

Mistral AI

21 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Mistral Large 4 (1.0M ctx)
12 open-sourceAvg ctx: 213K
Click to expand

Zhipu AI

20 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GLM 5.3 FlashX Legal (1.0M ctx)
15 open-sourceAvg ctx: 564K
Click to expand

DeepSeek

17 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: DeepSeek V4.1 Flash 1017 (1.0M ctx)
17 open-sourceAvg ctx: 684K
Click to expand

NVIDIA

11 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Nemotron 3.5 Super VL (1.0M ctx)
4 free10 open-sourceAvg ctx: 661K
Click to expand

xAI

10 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Grok 4.20 Multi-Agent (2.0M ctx)
Avg ctx: 876K
Click to expand

Moonshot AI

9 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Kimi K3.1 Pro (1.0M ctx)
9 open-sourceAvg ctx: 510K
Click to expand

meta

9 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Muse Spark Open (1.0M ctx)
3 open-sourceAvg ctx: 845K
Click to expand

Tencent

8 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Hy4 (1.0M ctx)
8 open-sourceAvg ctx: 347K
Click to expand

Meta

8 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Llama 4 Scout (1.3M ctx)
8 open-sourceAvg ctx: 323K
Click to expand

MiniMax

7 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: MiniMax M3.1 Flash (1.0M ctx)
5 open-sourceAvg ctx: 576K
Click to expand

ByteDance

7 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Seed 2.1 Turbo (262K ctx)
1 open-sourceAvg ctx: 243K
Click to expand

TII

7 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Falcon-H1-Arabic 34B Instruct (262K ctx)
7 free7 open-sourceAvg ctx: 112K
Click to expand

Cohere

6 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: North Mini Code (free) (256K ctx)
1 free2 open-sourceAvg ctx: 181K
Click to expand

Liquid AI

5 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: LFM3-1.7B (262K ctx)
2 free5 open-sourceAvg ctx: 169K
Click to expand

aion-labs

5 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Aion 3.5 Mini (262K ctx)
Avg ctx: 184K
Click to expand

Xiaomi

5 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: MiMo-V2.6-Flash (1.1M ctx)
4 open-sourceAvg ctx: 1.0M
Click to expand

~openai

5 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GPT Astra Latest (1.1M ctx)
Avg ctx: 920K
Click to expand

Amazon

5 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Nova 2 Lite (1.0M ctx)
Avg ctx: 546K
Click to expand

Perplexity

5 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Sonar Pro Search (200K ctx)
Avg ctx: 157K
Click to expand

inclusionai

4 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ling 3.1 Flash (1.0M ctx)
3 open-sourceAvg ctx: 414K
Click to expand

sakana

4 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Fugu Ultra v2 (1.0M ctx)
Avg ctx: 816K
Click to expand

~anthropic

4 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Claude Fable Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

HUMAIN

4 models
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: ALLaM 7B Instruct (preview) (4K ctx)
2 free1 open-sourceAvg ctx: 4K
Click to expand

StepFun

3 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Step 5 Preview (1.0M ctx)
3 open-sourceAvg ctx: 524K
Click to expand

~deepseek

3 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: DeepSeek Pro Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

thinkingmachines

3 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Inkling Small (524K ctx)
3 open-sourceAvg ctx: 524K
Click to expand

prism-ml

2 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ternary Bonsai 2 9B (262K ctx)
2 open-sourceAvg ctx: 262K
Click to expand

moondream

2 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Moondream 3 Preview (32K ctx)
2 open-sourceAvg ctx: 32K
Click to expand

unbiased

2 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Pareto 26.10 (1.0M ctx)
Avg ctx: 655K
Click to expand

scaledown

2 models
29%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Summarize (1.0M ctx)
Avg ctx: 1.0M
Click to expand

perceptron

2 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Perceptron Mk1.5 (37K ctx)
Avg ctx: 35K
Click to expand

Upstage

2 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Solar Mini 4 (524K ctx)
Avg ctx: 524K
Click to expand

inference-net

2 models
29%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Schematron V2 Turbo (128K ctx)
2 open-sourceAvg ctx: 128K
Click to expand

~z-ai

2 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GLM Flash Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

~google

2 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Gemini Pro Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

rekaai

2 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Reka Flash 3 (66K ctx)
2 open-sourceAvg ctx: 41K
Click to expand

Stability AI

2 models
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Stable Diffusion 3.5
2 open-sourceAvg ctx: 0
Click to expand

Cursor

2 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Composer 2 (200K ctx)
Avg ctx: 200K
Click to expand

ricursiveai

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ripple 65B Preview (1.0M ctx)
Avg ctx: 1.0M
Click to expand

stealth

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Crouton Alpha (1.0M ctx)
1 freeAvg ctx: 1.0M
Click to expand

particle-ai

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Particle-1 (1.0M ctx)
Avg ctx: 1.0M
Click to expand

recursive

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Flint (free) (262K ctx)
1 free1 open-sourceAvg ctx: 262K
Click to expand

elorian

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Glimpse (262K ctx)
Avg ctx: 262K
Click to expand

xingchen-agi

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Xing4.0 29B A4B (free) (262K ctx)
1 free1 open-sourceAvg ctx: 262K
Click to expand

reflection

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Beam 1.0 501B A23B (1.0M ctx)
1 open-sourceAvg ctx: 1.0M
Click to expand

~unbiased

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Pareto Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

fireworks

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ember-1 (1.0M ctx)
Avg ctx: 1.0M
Click to expand

IBM

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Granite 4.2 8B (131K ctx)
1 open-sourceAvg ctx: 131K
Click to expand

dots-studio

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Dots3-Note Preview (free) (512K ctx)
1 freeAvg ctx: 512K
Click to expand

Meituan

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: LongCat 2.0 (1.0M ctx)
1 open-sourceAvg ctx: 1.0M
Click to expand

~x-ai

1 model
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Grok Latest (500K ctx)
Avg ctx: 500K
Click to expand

~moonshotai

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Kimi Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

Writer

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Palmyra X5 (1.0M ctx)
Avg ctx: 1.0M
Click to expand

Microsoft

1 model
29%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Phi 4 (16K ctx)
1 open-sourceAvg ctx: 16K
Click to expand

typesafe

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Jev Router (1.0M ctx)
Avg ctx: 1.0M
Click to expand

Midjourney

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Midjourney v6.1
Avg ctx: 0
Click to expand

Black Forest Labs

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: FLUX.1 Pro
Avg ctx: 0
Click to expand

Ideogram

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ideogram 2.0
Avg ctx: 0
Click to expand

Recraft

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Recraft V3
Avg ctx: 0
Click to expand

Adobe

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Adobe Firefly 3
Avg ctx: 0
Click to expand

Leonardo AI

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Leonardo Phoenix
Avg ctx: 0
Click to expand

Runway

1 model
0%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Runway Gen-3 Alpha
Avg ctx: 0
Click to expand

Kuaishou

1 model
0%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Kling 1.6
Avg ctx: 0
Click to expand

Pika

1 model
0%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Pika 2.0
Avg ctx: 0
Click to expand

Luma AI

1 model
0%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Luma Dream Machine
Avg ctx: 0
Click to expand

Wan AI

1 model
0%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Wan 2.1 T2V
1 free1 open-sourceAvg ctx: 0
Click to expand

Lightricks

1 model
0%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: LTX-Video 2
1 free1 open-sourceAvg ctx: 0
Click to expand

Windsurf

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: SWE-1.5
Avg ctx: 0
Click to expand

Vercel

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: autofixer-01
Avg ctx: 0
Click to expand

JetBrains

1 model
14%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Mellum
Avg ctx: 0
Click to expand
Capability Legend
Vision
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Frequently Asked Questions

The AI model ecosystem encompasses all the providers, models, tools, and infrastructure that make up the AI API landscape. It includes model providers like OpenAI, Anthropic, and Google, as well as inference platforms, fine-tuning services, and developer tools.

There are over 350+ AI models available through APIs as of 2026, from 55+ providers. This includes large language models for text, image generation models, video models, and specialized models for coding, math, and reasoning.

OpenAI, Anthropic, Google, and Meta are the leading AI model providers. OpenAI leads with GPT-5 and o-series reasoning models, Anthropic with Claude, Google with Gemini, and Meta with open-source Llama models.

AI Ecosystem Map - Models, Providers & Capabilities | LM Market Cap