FrontierMath Leaderboard
math60 models · Updated October 2026
On the FrontierMath benchmark, OpenAI: GPT-5.4 Pro ranks #1 with a score of 50.0, while OpenAI: GPT-5 Nano offers the best score-per-dollar at $0.40/1M output tokens. The full ranking, with cost per million tokens, is below.
💰 Best value
OpenAI: GPT-5 Nano — score 8.3 at $0.40/1M output tokens
| # | Model | Score | Output / 1M | Context |
|---|---|---|---|---|
| 1 | OpenAI: GPT-5.4 ProOpenAI | 50.0 | $180.00 | 1.1M |
| 2 | OpenAI: GPT-5.4OpenAI | 47.6 | $15.00 | 1.1M |
| 3 | Anthropic: Claude Opus 4.8Anthropic | 47.2 | $25.00 | 1M |
| 4 | Anthropic: Claude Opus 4.7Anthropic | 43.8 | $25.00 | 1M |
| 5 | Anthropic: Claude Opus 4.6Anthropic | 40.7 | $25.00 | 1M |
| 6 | OpenAI: GPT-5.2OpenAI | 40.7 | $14.00 | 400K |
| 7 | Muse SparkMeta AI | 39.0 | — | — |
| 8 | Gemini 3.5 FlashGoogle DeepMind | 39.0 | — | — |
| 9 | MoonshotAI: Kimi K2.6MoonshotAI | 39.0 | $3.41 | 262K |
| 10 | Gemini 3 Pro PreviewGoogle | 37.6 | $12.00 | 1M |
| 11 | Google: Gemini 3.1 Pro PreviewGoogle | 36.9 | $12.00 | 1M |
| 12 | Google: Gemini 3 Flash PreviewGoogle | 35.6 | $3.00 | 1M |
| 13 | GLM-5.1Z.ai (Zhipu AI) | 33.5 | — | — |
| 14 | OpenAI: GPT-5OpenAI | 32.4 | $10.00 | 400K |
| 15 | Anthropic: Claude Sonnet 4.6Anthropic | 32.4 | $15.00 | 1M |
| 16 | OpenAI: GPT-5.1OpenAI | 31.0 | $10.00 | 400K |
| 17 | OpenAI: GPT-5.4 MiniOpenAI | 28.3 | $4.50 | 400K |
| 18 | OpenAI: GPT-5 MiniOpenAI | 27.2 | $2.00 | 400K |
| 19 | Qwen3.6 PlusAlibaba | 26.2 | $3.00 | 1M |
| 20 | OpenAI: GPT-5.4 NanoOpenAI | 25.9 | $1.25 | 400K |
| 21 | OpenAI: o4 MiniOpenAI | 24.8 | $4.40 | 200K |
| 22 | Qwen3.6 Max PreviewAlibaba | 23.1 | $7.80 | 262K |
| 23 | MoonshotAI: Kimi K2 0711MoonshotAI | 21.4 | $2.30 | 131K |
| 24 | Qwen3.5 PlusAlibaba | 21.0 | $2.40 | 1M |
| 25 | Anthropic: Claude Opus 4.5Anthropic | 20.7 | $25.00 | 200K |
| 26 | Grok 4xAI | 19.7 | — | — |
| 27 | OpenAI: o3OpenAI | 18.7 | $8.00 | 200K |
| 28 | GLM-5Z.ai (Zhipu AI) | 16.4 | — | — |
| 29 | Anthropic: Claude Sonnet 4.5Anthropic | 15.2 | $15.00 | 1M |
| 30 | Gemini 2.5 Pro (Jun 2025)Google DeepMind | 14.1 | — | — |
| 31 | OpenAI: o3 MiniOpenAI | 12.4 | $4.40 | 200K |
| 32 | Google: Gemini 2.5 Pro Preview 06-05Google | 10.3 | $10.00 | 1M |
| 33 | Qwen3.6 FlashAlibaba | 10.3 | $1.13 | 1M |
| 34 | OpenAI: o1OpenAI | 9.3 | $60.00 | 200K |
| 35 | Qwen3 235B-A22BAlibaba | 8.5 | $2.80 | 131K |
| 36 | OpenAI: GPT-5 NanoOpenAI | 8.3 | $0.40 | 400K |
| 37 | Anthropic: Claude Opus 4.1Anthropic | 7.2 | $75.00 | 200K |
| 38 | Qwen3.5 FlashAlibaba | 6.2 | $0.40 | 1M |
| 39 | Anthropic: Claude Haiku 4.5Anthropic | 5.9 | $5.00 | 200K |
| 40 | OpenAI: GPT-4.1OpenAI | 5.5 | $8.00 | 1M |
| 41 | Google: Gemini 2.5 FlashGoogle | 4.8 | $2.50 | 1M |
| 42 | Anthropic: Claude Opus 4Anthropic | 4.5 | $75.00 | 200K |
| 43 | OpenAI: GPT-4.1 MiniOpenAI | 4.5 | $1.60 | 1M |
| 44 | Anthropic: Claude Sonnet 4Anthropic | 4.1 | $15.00 | 200K |
| 45 | Claude 3.7 SonnetAnthropic | 4.1 | — | — |
| 46 | GLM-4.6Z.ai (Zhipu AI),Tsinghua University | 3.8 | — | — |
| 47 | GLM-4.7Z.ai (Zhipu AI) | 2.4 | — | — |
| 48 | Claude 3.5 SonnetAnthropic | 2.1 | — | — |
| 49 | Qwen PlusAlibaba | 1.7 | $1.20 | 1M |
| 50 | DeepSeek: DeepSeek V3DeepSeek | 1.7 | $0.89 | 164K |
| 51 | o1-miniOpenAI | 1.7 | — | — |
| 52 | OpenAI: GPT-4.1 NanoOpenAI | 1.0 | $0.40 | 1M |
| 53 | Qwen MaxAlibaba | 1.0 | $6.40 | 33K |
| 54 | Llama-4-Maverick-17B-128E-Instruct-FP8Vercel AI Gateway | 0.7 | $0.00 | 128K |
| 55 | Grok-2xAI | 0.7 | — | — |
| 56 | Mistral Medium (latest)Mistral | 0.3 | $7.50 | 262K |
| 57 | OpenAI: GPT-4oOpenAI | 0.3 | $10.00 | 128K |
| 58 | Anthropic: Claude 3.5 HaikuHelicone | 0.3 | $4.00 | 200K |
| 59 | Mistral LargeMistral AI | 0.3 | $6.00 | 128K |
| 60 | Llama 4 Scout 17B 16E InstructAzure | 0.0 | $0.78 | 128K |
Frequently asked questions
Pricing is indicative — confirm with the provider before production use. Updated October 2026.