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Best of

The models that get the number right.

Math picks straight from the live math lane (AIME and MATH-500 among the named benchmarks), with prices beside each pick.

Last reviewed July 16, 2026

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Math is the most verifiable thing a model does: the answer is right or it is not, and the public benchmarks measure exactly that. The picks below follow the math lane of the live rankings, from the frontier reasoners that top it to the budget models close enough to run on every problem. Reasoning models bill their thinking tokens, so the live price beside each pick is part of the decision.

How we pickedPicks follow the math lane of the live rankings (AIME and MATH-500 among the named benchmarks), ordered by standing at review time and balanced against per-token price. The lane recomputes as new results land, so check the current table before betting a deadline on one model. Full standings: the math leaderboard.

The picks

1GPT 5.5 ProThe top of the math lane.

$30 in / $180 out per M tokens · 1.1M context

The current leader on the competition-math benchmarks; the pick when a single hard problem has to come back right.

Best for: The hardest problems, worth the price.

2Claude Fable 5Frontier math you can follow.

$10 in / $50 out per M tokens · 1M context

Within a rounding error of the lane's top, with derivations legible enough to check step by step instead of taking on faith.

Best for: Proofs and work you need to verify.

3Grok 4.5The competition-style reasoner.

$2 in / $6 out per M tokens · 500K context

xAI's reasoner sits near the top of the math lane and holds up on olympiad-style problems where the trick matters more than the grind.

Best for: Competition-style problem solving.

4DeepSeek V4 ProNear-frontier math, commodity price.

$0.43 in / $0.87 out per M tokens · 1.0M context

Close enough to the frontier on the math lane to handle most coursework and modeling, at prices that let you run it on everything.

Best for: Volume: homework checks, practice, iteration.

5Qwen3 Max ThinkingThe open-weight reasoner.

$0.78 in / $3.90 out per M tokens · 262K context

Strong MATH-500 standing with visible reasoning traces and open weights; a second opinion cheap enough to ask always.

Best for: Step-by-step work at open-weight prices.

Frequently asked

Run them in one workspace

Code Execution

Sandboxed Python, Node, and shell: agents and you, side-by-side.

Multi-Model Chat

GPT, Claude, Gemini, Grok, Llama: pick mid-conversation, cheapest-first.

Keep comparing

Models that show their work.The models that ship working code.

Judge them on your own prompt

Every pick on this page runs in one idapt chat. Start free with a daily allowance, no credit card.

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