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AI生态系统地图

探索63家AI服务商、406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
406
Providers
63
Most Common
Streaming
Least Common
Image Output

OpenAI

97 models
100%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GPT-5.6 Luna Pro (1.1M ctx)
1 free4 open-sourceAvg ctx: 454K
Click to expand

Alibaba

49 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Qwen3.8 Max (1.0M ctx)
32 open-sourceAvg ctx: 431K
Click to expand

Google

41 models
100%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Gemini 3.6 Flash (1.0M ctx)
4 free9 open-sourceAvg ctx: 665K
Click to expand

Anthropic

28 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Claude Opus 5 (Fast) (1.0M ctx)
Avg ctx: 771K
Click to expand

Mistral AI

18 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Mistral Medium 3.5 (262K ctx)
10 open-sourceAvg ctx: 161K
Click to expand

Zhipu AI

13 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: GLM 5.2 (1.0M ctx)
11 open-sourceAvg ctx: 265K
Click to expand

DeepSeek

12 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: DeepSeek V4 Flash 0731 (1.0M ctx)
12 open-sourceAvg ctx: 372K
Click to expand

NVIDIA

11 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Nemotron 3 Ultra (free) (1.0M ctx)
7 free11 open-sourceAvg ctx: 404K
Click to expand

MiniMax

10 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: MiniMax M3 (1.0M ctx)
7 open-sourceAvg ctx: 446K
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: 344K
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: 499K
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

inclusionai

5 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Ling 3.0 Tiny (free) (262K ctx)
1 free1 open-sourceAvg ctx: 262K
Click to expand

xAI

5 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Grok 4.20 Multi-Agent (2.0M ctx)
Avg ctx: 1.2M
Click to expand

Cohere

5 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: North Mini Code (free) (256K ctx)
1 free2 open-sourceAvg ctx: 179K
Click to expand

ByteDance

5 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Seed-2.0-Lite (262K ctx)
1 open-sourceAvg ctx: 235K
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

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

Kuaishou

4 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: KAT-Coder-Pro V2 (262K ctx)
Avg ctx: 194K
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

thinkingmachines

3 models
71%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Inkling (1.0M ctx)
3 open-sourceAvg ctx: 699K
Click to expand

aion-labs

3 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Aion-3.0-Mini (131K ctx)
Avg ctx: 131K
Click to expand

Tencent

3 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Hy3 (262K ctx)
3 open-sourceAvg ctx: 218K
Click to expand

meta

2 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Muse Spark 1.2 (1.0M ctx)
Avg ctx: 1.0M
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

IBM

2 models
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Granite 4.1 8B (131K ctx)
2 open-sourceAvg ctx: 131K
Click to expand

~openai

2 models
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: OpenAI GPT Latest (1.1M ctx)
Avg ctx: 725K
Click to expand

~google

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

Xiaomi

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

arcee-ai

2 models
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Trinity Large Thinking (262K ctx)
1 open-sourceAvg ctx: 197K
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

~deepseek

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: DeepSeek V4 Flash Latest (1.0M ctx)
Avg ctx: 1.0M
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

sakana

1 model
86%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Fugu Ultra (1.0M ctx)
Avg ctx: 1.0M
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: MoonshotAI Kimi Latest (1.0M ctx)
Avg ctx: 1.0M
Click to expand

Inception

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Mercury 2 (128K ctx)
Avg ctx: 128K
Click to expand

Upstage

1 model
57%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Solar Pro 3 (131K ctx)
Avg ctx: 131K
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

Allen AI

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Olmo 3 32B Think (66K ctx)
1 open-sourceAvg ctx: 66K
Click to expand

deepcogito

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Cogito v2.1 671B (128K ctx)
Avg ctx: 128K
Click to expand

AI21 Labs

1 model
43%
Vision
Fn Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Out
Top: Jamba Large 1.7 (256K ctx)
1 open-sourceAvg ctx: 256K
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