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🧮 Math / Reasoning Tutor frontier
As of October 25, 2026, the highest Math / Reasoning Tutor score on this frontier is Claude Opus 5.5 at 100.0, with an estimated monthly cost of $198.00.
Tutors students through hard math. Reasoning-heavy; cost matters less because depth-of-thought is the value. Weighted toward contamination-resistant problem sets (FrontierMath, OTIS Mock AIME) since AIME 2024 and MATH-500 are now in most training corpora.
The y axis is this scenario's weighted score; the x axis starts at estimated monthly cost for 100 requests a day. Switch axes to compare against speed, latency or context. See the full ranking.
On the frontier
| Model | Score | Est. $/month |
|---|---|---|
| Claude Opus 5.5Anthropic | 100.0 | $198 |
| GPT-6.1 SolOpenAI | 99.7 | $50 |
| DeepSeek V4.1 Flash 1017DeepSeek | 99.4 | $6 |
| Claude Haiku 5.5Anthropic | 93.2 | $5 |
| GPT-6 LunaOpenAI | 91.6 | $2 |
| DeepSeek V4 Flash 0731DeepSeek | 87.3 | $2 |
| Qwen3.7 FlashAlibaba (Qwen) | 75.2 | $1 |
| gpt-oss-20bOpenAI | 56.4 | $1 |
| Gemma 3 4BGoogle | 2.7 | $1 |