MATH Leaderboard
High-school competition math problems. · Prices checked November 11, 2026
The MATH benchmark uses high-school competition problems that need multi-step symbolic working rather than recall. It separates models that can hold a chain of reasoning together from those that pattern-match toward an answer.
Leaderboard
60 of 150 scoredLeaderboardScores as published by each benchmark. Prices checked November 11, 2026.
o3 leads on MATH at 96%. The median across the 150 models we hold a score for is 73%. The cheapest model on this board is Phi-4 at $0.0910/M blended, scoring 80%.
| # | Model | Provider | Score | Input /1M | Output /1M | Blended 70/30 | Context |
|---|---|---|---|---|---|---|---|
| 1 | o3 | OpenAI | 96% | $2.00 | $8.00 | $3.80 | 200,000 |
| 2 | GPT-5 | OpenAI | 95% | $1.25 | $10.00 | $3.88 | 400,000 |
| 3 | o3-mini | OpenAI | 95% | $1.10 | $4.40 | $2.09 | 200,000 |
| 4 | DeepSeek-R1 | DeepSeek | 95% | $0.5500 | $2.19 | $1.04 | 64,000 |
| 5 | DeepSeek-R1-0528 | DeepSeek | 95% | $0.5500 | $2.19 | $1.04 | 64,000 |
| 6 | DeepSeek-R1 (Groq) | Groq | 95% | $0.7500 | $0.9900 | $0.8220 | 128,000 |
| 7 | DeepSeek-R1 (Together) | Together AI | 95% | $3.00 | $7.00 | $4.20 | 64,000 |
| 8 | DeepSeek-R1 (fw) | Fireworks AI | 95% | $3.00 | $8.00 | $4.50 | 64,000 |
| 9 | DeepSeek-R1 (DI) | DeepInfra | 95% | $0.5500 | $2.19 | $1.04 | 64,000 |
| 10 | DeepSeek-R1 (Cerebras) | Cerebras | 95% | $0.5500 | $0.9900 | $0.6820 | 64,000 |
| 11 | o4-mini | OpenAI | 94% | $1.10 | $4.40 | $2.09 | 200,000 |
| 12 | o1 | OpenAI | 94% | $15.00 | $60.00 | $28.50 | 200,000 |
| 13 | Gemini 2.5 Pro | 93% | $1.25 | $10.00 | $3.88 | 1,000,000 | |
| 14 | Claude Opus 4.6 | Anthropic | 92% | $5.00 | $25.00 | $11.00 | 1,000,000 |
| 15 | DeepSeek-R1-Distill-70B | DeepSeek | 92% | $0.3500 | $0.8800 | $0.5090 | 128,000 |
| 16 | Sonar Reasoning Pro | Perplexity | 92% | $2.00 | $8.00 | $3.80 | 127,000 |
| 17 | DeepSeek-V3-0324 | DeepSeek | 91% | $0.2900 | $1.14 | $0.5450 | 128,000 |
| 18 | DeepSeek-R1-Distill-32B | DeepSeek | 90% | $0.2000 | $0.5000 | $0.2900 | 128,000 |
| 19 | QwQ-32B | Qwen | 90% | $0.6000 | $2.40 | $1.14 | 131,000 |
| 20 | Claude Sonnet 4.6 | Anthropic | 89% | $3.00 | $15.00 | $6.60 | 1,000,000 |
| 21 | Grok 3 | xAI | 89% | $3.00 | $15.00 | $6.60 | 131,000 |
| 22 | Grok 3 Fast | xAI | 89% | $5.00 | $25.00 | $11.00 | 131,000 |
| 23 | Claude Opus 4.5 | Anthropic | 88% | $5.00 | $25.00 | $11.00 | 200,000 |
| 24 | Sonar Deep Research | Perplexity | 88% | $2.00 | $8.00 | $3.80 | 127,000 |
| 25 | GPT-4.1 | OpenAI | 87% | $2.00 | $8.00 | $3.80 | 1,000,000 |
| 26 | Gemini 2.5 Flash | 87% | $0.3000 | $2.50 | $0.9600 | 1,000,000 | |
| 27 | Claude Sonnet 4.5 | Anthropic | 86% | $3.00 | $15.00 | $6.60 | 200,000 |
| 28 | Gemini 1.5 Pro | 86% | $1.25 | $5.00 | $2.38 | 2,000,000 | |
| 29 | Qwen2.5-Max | Qwen | 85% | $1.60 | $6.40 | $3.04 | 32,000 |
| 30 | Claude Sonnet 3.7 | Anthropic | 84% | $3.00 | $15.00 | $6.60 | 200,000 |
| 31 | DeepSeek-R1-Distill-14B | DeepSeek | 84% | $0.1000 | $0.3500 | $0.1750 | 128,000 |
| 32 | Nova Premier | Amazon | 84% | $2.50 | $12.50 | $5.50 | 300,000 |
| 33 | Sonar Reasoning | Perplexity | 84% | $1.00 | $5.00 | $2.20 | 127,000 |
| 34 | Qwen2.5-72B (Groq) | Groq | 83.1% | $0.7900 | $0.7900 | $0.7900 | 128,000 |
| 35 | Qwen2.5-72B (Together) | Together AI | 83.1% | $1.20 | $1.20 | $1.20 | 32,000 |
| 36 | Qwen2.5-72B (fw) | Fireworks AI | 83.1% | $0.9000 | $0.9000 | $0.9000 | 32,000 |
| 37 | Qwen2.5-72B (DI) | DeepInfra | 83.1% | $0.3500 | $0.4000 | $0.3650 | 128,000 |
| 38 | Qwen2.5-72B (Hyp) | Hyperbolic | 83.1% | $0.4000 | $0.4000 | $0.4000 | 128,000 |
| 39 | Qwen2.5-72B-Instruct | Qwen | 83.1% | $0.3600 | $0.4000 | $0.3720 | 128,000 |
| 40 | Qwen2.5-32B-Instruct | Qwen | 83.1% | $0.7000 | $0.7000 | $0.7000 | 128,000 |
| 41 | Grok 3 mini | xAI | 81% | $0.3000 | $0.5000 | $0.3600 | 131,000 |
| 42 | Gemini 2.0 Flash | 80% | $0.1000 | $0.4000 | $0.1900 | 1,000,000 | |
| 43 | Sonar Pro | Perplexity | 80% | $3.00 | $15.00 | $6.60 | 200,000 |
| 44 | Llama-3.1-Nemotron-Ultra-253B | Nvidia | 80% | $1.60 | $1.60 | $1.60 | 128,000 |
| 45 | Phi-4 | Microsoft | 80% | $0.0700 | $0.1400 | $0.0910 | 16,000 |
| 46 | Qwen2.5-14B-Instruct | Qwen | 80% | $0.3500 | $0.3500 | $0.3500 | 128,000 |
| 47 | Claude Sonnet 3.5 | Anthropic | 78.3% | $3.00 | $15.00 | $6.60 | 200,000 |
| 48 | GPT-4.1 mini | OpenAI | 78% | $0.4000 | $1.60 | $0.7600 | 1,000,000 |
| 49 | Gemini 1.5 Flash | 78% | $0.0750 | $0.3000 | $0.1425 | 1,000,000 | |
| 50 | MiniMax-Text-01 | MiniMax | 78% | $0.7000 | $2.80 | $1.33 | 1,000,000 |
| 51 | Llama 3.3 70B | Meta | 77% | $0.2300 | $0.4000 | $0.2810 | 128,000 |
| 52 | Llama 3.3 70B (Groq) | Groq | 77% | $0.5900 | $0.7900 | $0.6500 | 128,000 |
| 53 | Llama 3.3 70B (Together) | Together AI | 77% | $0.8800 | $0.8800 | $0.8800 | 128,000 |
| 54 | Llama 3.3 70B (DI) | DeepInfra | 77% | $0.2300 | $0.4000 | $0.2810 | 128,000 |
| 55 | Llama-3.3-70B (Cerebras) | Cerebras | 77% | $0.5900 | $0.9900 | $0.7100 | 128,000 |
| 56 | Grok 2 | xAI | 76.1% | $2.00 | $10.00 | $4.40 | 131,000 |
| 57 | Grok 2 Vision | xAI | 76.1% | $2.00 | $10.00 | $4.40 | 32,000 |
| 58 | Nova Pro | Amazon | 76% | $0.8000 | $3.20 | $1.52 | 300,000 |
| 59 | GPT-4o | OpenAI | 75.9% | $2.50 | $10.00 | $4.75 | 128,000 |
| 60 | Qwen2.5-7B-Instruct | Qwen | 75.5% | $0.1000 | $0.1000 | $0.1000 | 128,000 |
18 of the 60 scores shown link to the page they were read on (underlined; hover for publisher, variant and date read). The rest have no recorded source yet and are being worked through.
About these scores
- High-school competition math problems.
- Scores are as published by the model’s provider or a public leaderboard. Provider-reported figures are self-reported and are not independently re-run by us.
- Where a hosted variant of an open-weights model has no score of its own, it inherits the base model’s, because the weights are the same.
- Prices beside each score are the provider’s published token rates. How the blended rate is calculated.
Showing the top 60 of 150 models we hold a MATH score for.
Frequently asked questions
What is the MATH benchmark?
A set of competition mathematics problems spanning algebra, geometry, number theory and precalculus. Each requires a worked solution rather than a lookup, and grading checks the final answer, so partial reasoning that lands on the wrong result scores nothing.
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Leaderboards are recomputed on every deploy from the catalogue. Prices checked November 11, 2026.