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Readiness rubric
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All toolsEvery listing passed a probe

Best for

Knowledge & reasoning
Coding & software engineering
Agentic tool use
Computer & browser use
Professional knowledge work
Vision & multimodal understanding
Factuality & hallucination
Human preference

By kind

Language655
Vision-language305
Image generation90
Embedding87
Speech-to-text69
Code67
Video generation51

By maker

Alibaba Group188
Google DeepMind101
OpenAI87
Meta64
NVIDIA63
Microsoft52
Z.ai (Zhipu AI)51

All models1521 current · 1770 in all

By type

AI lab33
Big tech28
Startup26
Research institute3
Academic2
Nonprofit2
Open source project1

By country

United States29
China18
South Korea6
United Arab Emirates4
United Kingdom3
Germany2
Hong Kong2

Most models

Alibaba Group
Google DeepMind
OpenAI
Meta
NVIDIA
Microsoft
Z.ai (Zhipu AI)

All companies95 companies

Specialties

Knowledge & reasoning25
Scientific reasoning5
Mathematics12
Coding & software engineering18
Agentic tool use10
Computer & browser use4
Professional knowledge work6

Long context7
Vision & multimodal understanding8
OCR & documents6
Law4
Medicine & health7
Finance5
Multilingual5

Factuality & hallucination7
Instruction following3
Writing5
Speech & audio5
Human preference10

All benchmarks152 benchmarks in 19 specialties

Tools
Design

Design

Interface design, typography and visual assets. · 0 live

Benchmark data: Epoch AI (CC BY 4.0), Arena (CC BY 4.0). Model metadata: models.dev (MIT). · llms.txt · /mcp

Tools: readiness rubric · listings dump, data CC BY 4.0