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AI生态系统地图

探索67家AI服务商、463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
463
Providers
67
Most Common
Streaming
Least Common
Image Output

OpenAI

101 models
100%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GPT-6 Luna Pro (1.1M ctx)
4 open-sourceAvg ctx: 545K
Click to expand

Alibaba

54 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Qwen3.8 2.4T A95B (1.0M ctx)
1 free36 open-sourceAvg ctx: 469K
Click to expand

Google

43 models
100%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Gemini 3.8 Flash (1.0M ctx)
4 free8 open-sourceAvg ctx: 704K
Click to expand

Anthropic

28 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Claude Opus 5.5 (1.0M ctx)
Avg ctx: 771K
Click to expand

Mistral AI

23 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Mistral Medium 3.5 (262K ctx)
12 open-sourceAvg ctx: 177K
Click to expand

Zhipu AI

18 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GLM 5.3 Flash (1.3M ctx)
1 free15 open-sourceAvg ctx: 485K
Click to expand

DeepSeek

16 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: DeepSeek V4 Flash 0731 (1.3M ctx)
16 open-sourceAvg ctx: 551K
Click to expand

NVIDIA

10 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Nemotron 3.5 Lightning (free) (1.0M ctx)
5 free10 open-sourceAvg ctx: 383K
Click to expand

MiniMax

9 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: MiniMax M3 (1.0M ctx)
6 open-sourceAvg ctx: 437K
Click to expand

xAI

8 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Grok 4.20 Multi-Agent (2.0M ctx)
Avg ctx: 970K
Click to expand

Moonshot AI

8 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Kimi K3 (1.0M ctx)
8 open-sourceAvg ctx: 442K
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: 388K
Click to expand

Tencent

7 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Hy4 preview (1.0M ctx)
7 open-sourceAvg ctx: 247K
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

meta

6 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Muse Spark 1.3 Contributor (1.0M ctx)
1 open-sourceAvg ctx: 896K
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-V2.5-Pro (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

inclusionai

5 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ling 3.0 Flash VL (262K ctx)
2 free2 open-sourceAvg ctx: 262K
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

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

thinkingmachines

4 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Inkling Small (1.0M ctx)
2 free4 open-sourceAvg ctx: 1.0M
Click to expand

poolside

4 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Laguna S 2.1 (1.0M ctx)
2 free4 open-sourceAvg ctx: 459K
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: 800K
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

Upstage

3 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Solar Mini 4 (524K ctx)
Avg ctx: 393K
Click to expand

~deepseek

3 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: DeepSeek V4 Flash Latest (1.3M ctx)
Avg ctx: 1.1M
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

Inception

2 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Mercury 2.5 (260K ctx)
Avg ctx: 194K
Click to expand

IBM

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

~z-ai

2 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GLM Flash Latest (1.3M ctx)
Avg ctx: 1.3M
Click to expand

Kuaishou

2 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: KAT-Coder-Pro V2.5 (262K ctx)
Avg ctx: 131K
Click to expand

StepFun

2 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Step 3.7 Flash (262K ctx)
2 open-sourceAvg ctx: 262K
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

Microsoft

2 models
29%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: WizardLM-2 8x22B (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

stealth

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

prism-ml

1 model
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ternary Bonsai 2 27B (262K ctx)
1 open-sourceAvg ctx: 262K
Click to expand

unbiased

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Pareto (262K ctx)
Avg ctx: 262K
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

Liquid AI

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: LFM2.5-2.6B (free) (66K ctx)
1 free1 open-sourceAvg ctx: 66K
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

perceptron

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Perceptron Mk1 (33K ctx)
Avg ctx: 33K
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

arcee-ai

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Trinity Large Thinking (262K ctx)
1 open-sourceAvg ctx: 262K
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

Baidu

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: ERNIE 4.5 VL 424B A47B (123K ctx)
1 open-sourceAvg ctx: 123K
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

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