AI Model Intelligence

Capabilities, ecosystem impact, and competitive positioning for every major model we track.

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Frontier Reasoning

o1

OpenAI

OpenAI o1 introduced a new paradigm: test-time compute scaling. Rather than simply increasing parameters, o1 "thinks" before answering — spe

Chain-of-thought reasoning (internal)PhD-level science and mathCompetitive programming
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Frontier Language

Claude 3.5 Sonnet

Anthropic

Claude 3.5 Sonnet is Anthropic's most capable model, designed to be both fast and highly intelligent. At release it outperformed every compe

Industry-leading coding (SWE-bench #1 at launch)Graduate-level reasoning and analysis200K context for long-document processing
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Frontier Multimodal

GPT-4o

OpenAI

GPT-4o ("o" for omni) is OpenAI's flagship natively multimodal model. It processes text, audio, and images in a single unified architecture,

Native multimodal (text, image, audio)Real-time voice conversationCode generation and debugging
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Open-Weight Language

Llama 3

Meta AI

Llama 3 is Meta's open-weight flagship model family, available in 8B and 70B parameter sizes. It significantly narrows the capability gap be

State-of-the-art open-weight performanceFine-tunable for custom use casesOn-premise and air-gapped deployment
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Frontier Language

Claude 3 Opus

Anthropic

Claude 3 Opus was Anthropic's highest-capability model at launch — the "think as hard as possible" option for complex reasoning, graduate-le

Highest Anthropic reasoning capability (at launch)200K contextComplex multi-step analysis
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Frontier Multimodal

Gemini 1.5 Pro

Google DeepMind

Gemini 1.5 Pro introduced a 1 million token context window — a structural step change in capability for long-document, multi-document, and l

1M token context window (industry leading)Multimodal: text, image, video, audio, codeIn-context learning from very long documents
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Frontier Language

Mistral Large

Mistral AI

Mistral Large is the French AI lab's flagship proprietary model, designed to compete with GPT-4 class systems while maintaining the efficien

Strong multilingual support (French, Spanish, German, Italian, Portuguese)Reasoning and analysis tasksCode generation and technical writing
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Frontier Language

GPT-4 Turbo

OpenAI

GPT-4 Turbo extended GPT-4's context window to 128K tokens, reduced API pricing by 3x, and added knowledge up to April 2024. It remained Ope

128K context windowStrong reasoning and codingFunction calling and JSON mode
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