Ranking desk
AI Leaderboard Desk
This page separates three different questions. Frontier now answers what is current. Reliability Floor asks whether everyday basics are covered. Evaluated composite ranks models inside the benchmark-backed scored set.
Important
The old “composite leaderboard” confusion came from treating one scored table as the answer to everything. The frontier lane keeps newer launches visible immediately, while the evaluated composite only ranks models once there is enough public evidence to score them with some confidence.
| Model | State | Price |
|---|---|---|
| Claude Opus 5 Anthropic / 1.0M context | tracking tracking | $5.00 / $25.00 |
| GPT-5.6 Sol OpenAI / 1.1M context | tracking tracking | $5.00 / $30.00 |
| Claude Fable 5 Anthropic / 1.0M context | tracking tracking | $10.00 / $50.00 |
| Gemini 3.6 Flash Google / 1.0M context | tracking tracking | $1.50 / $7.50 |
| Claude Sonnet 5 Anthropic / 1.0M context | tracking tracking | $2.00 / $10.00 |
| GPT-5.6 Terra OpenAI / 1.1M context | tracking tracking | $2.50 / $15.00 |
| GPT-5.5 OpenAI / 1.1M context | tracking tracking | $5.00 / $30.00 |
| Claude Opus 4.8 Anthropic / 1.0M context | tracking tracking | $5.00 / $25.00 |
| Gemini 3.5 Flash Google / 1.0M context | tracking tracking | $1.50 / $9.00 |
| GPT-5.4 OpenAI / 1.1M context | tracking tracking | $2.50 / $15.00 |
| Grok 4.20 xAI / 2.0M context | tracking tracking | $1.25 / $2.50 |
| Qwen 3.6 Plus Alibaba / 1.0M context | tracking tracking | $0.33 / $1.95 |
| Claude Opus 5 (Fast) Anthropic / 1.0M context | tracking tracking | $10.00 / $50.00 |
| Gemini 3.5 Flash Lite Google / 1.0M context | tracking tracking | $0.30 / $2.50 |
| GPT-5.6 Luna OpenAI / 1.1M context | tracking tracking | $1.00 / $6.00 |
| Claude Opus 4.8 (Fast) Anthropic / 1.0M context | tracking tracking | $10.00 / $50.00 |
| GPT-5.5 Pro OpenAI / 1.1M context | tracking tracking | $30.00 / $180.00 |
| Claude Opus 4.7 Anthropic / 1.0M context | tracking tracking | $5.00 / $25.00 |
The frontier lane is intentionally not a synthetic score. It keeps the current flagship and launch watchlist visible even when benchmark coverage is still catching up.
Evaluated composite now uses a weighted blend of normalized benchmark results, the existing quality layer, and a freshness signal. It also penalizes thin evidence, stale provider generations, and beta or compact variants so older benchmark saturation does not dominate the story.
Explore the field
Search and filter the full ranked dataset
The top tables are quick reads. This table is for actual decision-making when you want a specific lab, use case, release window, or pricing posture.
| Model | Composite | Coverage | Best for | Price |
|---|---|---|---|---|
| Llama 4 Maverick Meta / 1.0M context | 57.6 | 28% | Coding Open API | $0.20 / $0.80 |
| DeepSeek V3.2 DeepSeek / 164K context | 56.3 | 21% | General use Open API | $0.27 / $1.12 |
| GPT-5.2 OpenAI / 400K context | 55.1 | 67% | multilingual API | $1.75 / $14.00 |
| Claude Opus 4.6 Anthropic / 1.0M context | 54.6 | 49% | Chat API | $5.00 / $25.00 |
| Mistral Large Mistral / 128K context | 50.4 | 20% | General use Open API | $2.00 / $6.00 |
| Llama 4 Scout Meta / 1.3M context | 50.1 | 13% | Coding Open API | $0.10 / $0.30 |
| Phi-4 Reasoning Microsoft / 33K context | 49.2 | 15% | Coding Open API | $0.07 / $0.14 |
| Claude Sonnet 4.6 Anthropic / 1.0M context | 44.8 | 19% | Chat API | $3.00 / $15.00 |
| GPT-5.2 Pro OpenAI / 400K context | 44.1 | 16% | Chat API | $21.00 / $168.00 |
| R1 0528 DeepSeek / 164K context | 40.8 | 23% | Chat Open API | $0.50 / $2.15 |
| O3 OpenAI / 200K context | 39.8 | 64% | multilingual API | $2.00 / $8.00 |
| Qwen3 Max Alibaba / 262K context | 39.7 | 15% | Coding Open API | $0.78 / $3.90 |
| Gemini 2.5 Pro Google / 1.0M context | 38.1 | 75% | multilingual API | $1.25 / $10.00 |
| Mistral Small 3.1 24B Mistral / 128K context | 36.7 | 9% | Coding Open API | $0.35 / $0.56 |
| Claude Opus 4 Anthropic / 200K context | 36.6 | 49% | multilingual API | $15.00 / $75.00 |
| Grok 4 xAI / 256K context | 35.2 | 47% | Chat API | $3.00 / $15.00 |
| DeepSeek R1 DeepSeek / 164K context | 34.5 | 58% | General use Open API | $0.70 / $2.50 |
| Claude Sonnet 4 Anthropic / 1.0M context | 34.0 | 38% | General use API | $3.00 / $15.00 |
| Command A Cohere / 256K context | 32.9 | 9% | Coding Open API | $2.50 / $10.00 |
| Grok 3 xAI / 131K context | 32.6 | 24% | General use API | $3.00 / $15.00 |
| GPT-5 Pro OpenAI / 400K context | 32.5 | 16% | Chat API | $15.00 / $120.00 |
| Claude Opus 4.5 Anthropic / 200K context | 32.4 | 16% | Chat API | $5.00 / $25.00 |
| Grok 4 Fast xAI / 2.1M context | 32.2 | 7% | Coding API | $0.20 / $0.50 |
| GPT-4o (2024-05-13) OpenAI / 128K context | 31.8 | 50% | General use API | $5.00 / $15.00 |
| Gemini 3.1 Pro Google / 1.0M context | 31.0 | 9% | Chat API | $2.00 / $12.00 |
| Phi 4 Microsoft / 16K context | 30.8 | 13% | General use Open API | $0.07 / $0.14 |
| GPT-4.5 OpenAI / 128K context | 30.3 | 22% | Coding API | $75.00 / $150.00 |
| Llama 3.3 70B Instruct Meta / 131K context | 30.1 | 14% | Coding Open API | $0.13 / $0.40 |
| GPT-5 OpenAI / 400K context | 30.0 | 16% | Chat API | $1.25 / $10.00 |
| O3 Pro OpenAI / 200K context | 29.8 | 20% | Reasoning API | $20.00 / $80.00 |
| o1 OpenAI / 200K context | 29.8 | 21% | General use API | $15.00 / $60.00 |
| GPT-4.1 OpenAI / 1.0M context | 29.5 | 21% | General use API | $2.00 / $8.00 |
| Gemini 3 Pro Google / 1.0M context | 28.5 | 13% | Chat API | $2.00 / $12.00 |
| Qwen3 235B A22B Alibaba / 131K context | 27.5 | 12% | Chat Open API | $0.46 / $1.82 |
| Claude 3.5 Sonnet Anthropic / 200K context | 27.5 | 24% | General use API | $3.00 / $15.00 |
| Claude Sonnet 4.5 Anthropic / 1.0M context | 26.7 | 13% | Chat API | $3.00 / $15.00 |
| QwQ 32B Alibaba / 131K context | 26.7 | 15% | Coding Open API | $1.20 / $1.20 |
| Nemotron 70B NVIDIA / 131K context | 26.7 | 7% | General use Open API | $0.20 / $0.40 |
| DeepSeek V3 DeepSeek / 164K context | 26.6 | 17% | Coding Open API | $0.20 / $0.80 |
| Claude 3.7 Sonnet Anthropic / 200K context | 26.0 | 16% | Chat API | $3.00 / $15.00 |
| O4 Mini OpenAI / 200K context | 25.5 | 15% | Coding API | $1.10 / $4.40 |
| Qwen2.5 72B Instruct Alibaba / 33K context | 25.2 | 17% | Coding Open API | $0.36 / $0.40 |
| Gemini 3 Flash Preview Google / 1.0M context | 24.3 | 11% | Chat API | $0.50 / $3.00 |
| Gemini 1.5 Pro Google / 2.1M context | 24.3 | 13% | General use API | $1.25 / $5.00 |
| Gemini 2.5 Flash Google / 1.0M context | 23.6 | 17% | Coding API | $0.30 / $2.50 |
| Claude 3 Opus Anthropic / 200K context | 23.5 | 17% | General use API | $15.00 / $75.00 |
| Llama 3.1 405B Meta / 131K context | 23.1 | 14% | Coding Open API | $3.00 / $3.00 |
| o3 Mini OpenAI / 200K context | 23.0 | 15% | Coding API | $1.10 / $4.40 |
| Qwen2.5 Coder 32B Instruct Alibaba / 33K context | 22.4 | 6% | Coding Open API | $0.66 / $1.00 |
| Grok 3 Mini xAI / 131K context | 21.5 | 11% | Coding API | $0.30 / $0.50 |
| Grok 2 xAI / 131K context | 21.4 | 7% | General use API | $2.00 / $10.00 |
| Claude Haiku 4.5 Anthropic / 200K context | 20.9 | 11% | Chat API | $1.00 / $5.00 |
| GPT-4.1 Mini OpenAI / 1.0M context | 20.9 | 14% | General use API | $0.40 / $1.60 |
| GPT-4o-mini (2024-07-18) OpenAI / 128K context | 20.4 | 13% | Coding API | $0.15 / $0.60 |
| Claude 3.5 Haiku Anthropic / 200K context | 20.1 | 13% | Coding API | $0.80 / $4.00 |
| Gemini 2.5 Flash Lite Google / 1.0M context | 20.0 | 9% | Coding API | $0.10 / $0.40 |
| o1-mini OpenAI / 128K context | 18.9 | 11% | Coding API | $3.00 / $12.00 |
| Gemini 2.0 Flash Google / 1.0M context | 14.5 | 4% | Chat API | $0.10 / $0.40 |
| Command A Reasoning Cohere / 256K context | 11.8 | 0% | Frontier tracking Open API | $2.50 / $10.00 |
| Nova 2 Lite Amazon / 1.0M context | 10.4 | 0% | Frontier tracking API | $0.30 / $2.50 |
| Mistral Medium 3 Mistral / 131K context | 10.4 | 0% | Frontier tracking Open API | $0.40 / $2.00 |
| Nemotron Ultra NVIDIA / 131K context | 9.8 | 0% | Frontier tracking Open API | Open / free |
| Grok 4.1 Fast xAI / 2.1M context | 9.1 | 0% | Frontier tracking API | $0.20 / $0.50 |
| Sonar Pro Perplexity / 200K context | 8.8 | 0% | Frontier tracking API | $3.00 / $15.00 |
| Sonar Perplexity / 127K context | 8.6 | 0% | Frontier tracking API | $1.00 / $1.00 |
| Qwen3 Coder 480B A35B Alibaba / 262K context | 8.5 | 0% | Frontier tracking Open API | $0.30 / $1.00 |
| Jamba 1.5 Large AI21 Labs / 256K context | 8.5 | 0% | Frontier tracking API | $2.00 / $8.00 |
| Phi-4 Multimodal Microsoft / 128K context | 8.3 | 0% | Frontier tracking Open API | $0.10 / $0.20 |
| Reka Flash 3 Reka / 66K context | 8.2 | 0% | Frontier tracking API | $0.10 / $0.20 |
| Yi Lightning 01.AI / 16K context | 8.0 | 0% | Frontier tracking Open API | $0.99 / $0.99 |
| Yi Vision 01.AI / 16K context | 7.2 | 0% | Frontier tracking Open API | $1.99 / $1.99 |
| Jamba 1.5 Mini AI21 Labs / 256K context | 6.5 | 0% | Frontier tracking API | $0.20 / $0.40 |
| Pixtral Large Mistral / 131K context | 6.3 | 0% | Frontier tracking API | $2.00 / $6.00 |
| Codestral 2508 Mistral / 256K context | 6.2 | 0% | Frontier tracking API | $0.30 / $0.90 |
| Codestral 25.01 Mistral / 256K context | 6.1 | 0% | Frontier tracking API | $0.30 / $0.90 |
| Yi Large 01.AI / 33K context | 5.8 | 0% | Frontier tracking Open API | $3.00 / $3.00 |
| Qwen3 32B Alibaba / 131K context | 5.7 | 0% | Frontier tracking Open API | $0.08 / $0.28 |
| Qwen3 30B A3B Alibaba / 131K context | 5.7 | 0% | Frontier tracking Open API | $0.13 / $0.52 |
| Nova Premier 1.0 Amazon / 1.0M context | 5.6 | 0% | Frontier tracking API | $2.50 / $12.50 |
| Claude Haiku 4 Anthropic / 200K context | 5.2 | 0% | Frontier tracking API | $0.80 / $4.00 |
| GPT-5 Nano OpenAI / 400K context | 5.2 | 0% | Frontier tracking API | $0.05 / $0.40 |
| Command R+ (08-2024) Cohere / 128K context | 5.0 | 0% | Frontier tracking Open API | $2.50 / $10.00 |
| Mistral Large 2407 Mistral / 131K context | 4.9 | 0% | Frontier tracking Open API | $2.00 / $6.00 |
| DeepSeek V2.5 DeepSeek / 128K context | 4.9 | 0% | Frontier tracking Open API | $0.14 / $0.28 |
| MiniMax-01 MiniMax / 1.0M context | 4.9 | 0% | Frontier tracking API | $0.20 / $1.10 |
| Nova Pro 1.0 Amazon / 300K context | 4.9 | 0% | Frontier tracking API | $0.80 / $3.20 |
| Llama 3.1 70B Instruct Meta / 131K context | 4.9 | 0% | Frontier tracking Open API | $0.40 / $0.40 |
| Reka Core Reka / 128K context | 4.8 | 0% | Frontier tracking API | $3.00 / $15.00 |
| Command R (08-2024) Cohere / 128K context | 4.7 | 0% | Frontier tracking Open API | $0.15 / $0.60 |
| Mistral Nemo Mistral / 131K context | 4.6 | 0% | Frontier tracking Open API | $0.02 / $0.03 |
| GPT-4.1 Nano OpenAI / 1.0M context | 4.5 | 0% | Frontier tracking API | $0.10 / $0.40 |
| Gemini 2.0 Flash Lite Google / 1.0M context | 4.4 | 0% | Frontier tracking API | $0.07 / $0.30 |
| Llama 3.1 8B Instruct Meta / 131K context | 4.4 | 0% | Frontier tracking Open API | $0.05 / $0.08 |
| Nova Micro 1.0 Amazon / 128K context | 4.4 | 0% | Frontier tracking API | $0.04 / $0.14 |
| Command R7B (12-2024) Cohere / 128K context | 4.3 | 0% | Frontier tracking Open API | $0.04 / $0.15 |
| Gemini 1.5 Flash Google / 1.0M context | 3.9 | 0% | Frontier tracking API | $0.07 / $0.30 |
| Nova Lite 1.0 Amazon / 300K context | 3.8 | 0% | Frontier tracking API | $0.06 / $0.24 |