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Capability ranking

Best AI for Math

Use this math model leaderboard to compare the current ranking from the LLMBoard Math Score after applying benchmark evidence requirements.

Updated 2026-09-08

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Math Model Leaderboard Ranking

This leaderboard ranking orders models by their LLMBoard Math Score aggregated from eligible benchmark evidence.

30 of 111 rows
Columns

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Sort by
Rank
Model
LLMBoard Math Score
Official input / 1M
Official output / 1M
License
Rank01ModelOPGPT-5.2-ProOpenAILLMBoard Math Score99.16Official input / 1M$21Official output / 1M$168LicenseClosed
Rank02ModelXAGrok 4 HeavyxAILLMBoard Math Score99.16Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank03ModelGOGemini 2.0 FlashGoogleLLMBoard Math Score97.15Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank04ModelACQwen3.7 MaxAlibaba Cloud / Qwen TeamLLMBoard Math Score93.42Official input / 1M$2.5Official output / 1M$7.5LicenseClosed
Rank05ModelXIMiMo V2.5 ProXiaomiLLMBoard Math Score92.85Official input / 1M$0.435Official output / 1M$0.87LicenseOpen
Rank06ModelOPGPT-5.2OpenAILLMBoard Math Score90.06Official input / 1M$1.75Official output / 1M$14LicenseClosed
Rank07ModelZAGLM 4.5Zhipu AILLMBoard Math Score90.05Official input / 1M$0.60Official output / 1M$2.2LicenseOpen
Rank08ModelZAGLM 5.2Zhipu AILLMBoard Math Score89.91Official input / 1M$1.4Official output / 1M$4.4LicenseOpen
Rank09ModelGOGemma 3 27BGoogleLLMBoard Math Score89.05Official input / 1MN/AOfficial output / 1MN/ALicenseOpen
Rank10ModelDEDeepSeek-V3.2DeepSeekLLMBoard Math Score88.83Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank11ModelZAGLM 4.5 AirZhipu AILLMBoard Math Score86.51Official input / 1M$0.20Official output / 1M$1.1LicenseOpen
Rank12ModelGOGemini 2.0 Flash LiteGoogleLLMBoard Math Score85.95Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank13ModelACQwen2.5 32BAlibaba Cloud / Qwen TeamLLMBoard Math Score81.67Official input / 1M$0.70Official output / 1M$2.8LicenseOpen
Rank14ModelACQwen2.5 72BAlibaba Cloud / Qwen TeamLLMBoard Math Score80.07Official input / 1M$1.4Official output / 1M$5.6LicenseOpen
Rank15ModelANClaude Sonnet 3.5AnthropicLLMBoard Math Score79.87Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank16ModelMELlama 3.1 405BMetaLLMBoard Math Score75.03Official input / 1MN/AOfficial output / 1MN/ALicenseOpen
Rank17ModelGOGemma 3 12BGoogleLLMBoard Math Score74.84Official input / 1MN/AOfficial output / 1MN/ALicenseOpen
Rank18ModelXAGrok 4xAILLMBoard Math Score73.79Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank19ModelSASarvam 105BSarvam AILLMBoard Math Score73.57Official input / 1MN/AOfficial output / 1MN/ALicenseOpen
Rank20ModelSTStep 3.5 FlashStepFunLLMBoard Math Score73.44Official input / 1M$0.10Official output / 1M$0.30LicenseOpen
Rank21ModelMAKimi K2.6Moonshot AILLMBoard Math Score73.30Official input / 1M$0.95Official output / 1M$4LicenseOpen
Rank22ModelACQwen2.5 14BAlibaba Cloud / Qwen TeamLLMBoard Math Score73.13Official input / 1M$0.35Official output / 1M$1.4LicenseOpen
Rank23ModelAMNova ProAmazonLLMBoard Math Score69.92Official input / 1M$0.80Official output / 1M$3.2LicenseClosed
Rank24ModelACQwen3.6 PlusAlibaba Cloud / Qwen TeamLLMBoard Math Score69.48Official input / 1M$0.50Official output / 1M$3LicenseClosed
Rank25ModelDEDeepSeek-V2.5DeepSeekLLMBoard Math Score69.36Official input / 1MN/AOfficial output / 1MN/ALicenseOpen
Rank26ModelACQwen3.7 PlusAlibaba Cloud / Qwen TeamLLMBoard Math Score69.26Official input / 1M$0.50Official output / 1M$3LicenseClosed
Rank27ModelNVNemotron 3 SuperNVIDIALLMBoard Math Score69.15Official input / 1M$0.20Official output / 1M$0.80LicenseOpen
Rank28ModelMAKimi K2.5Moonshot AILLMBoard Math Score66.90Official input / 1MN/AOfficial output / 1MN/ALicenseOpen
Rank29ModelGOGemini 1.5 ProGoogleLLMBoard Math Score66.87Official input / 1MN/AOfficial output / 1MN/ALicenseClosed
Rank30ModelMAKimi K2 ThinkingMoonshot AILLMBoard Math Score65.61Official input / 1MN/AOfficial output / 1MN/ALicenseOpen

Official PAYG prices appear here. Third-party offers remain on the pricing and model detail pages.

What this leaderboard says

Key findings from the current math leaderboard ranking and its supporting benchmark coverage.

Ranked models111
Vendors19
Open-weight models74
Official prices40

GPT-5.2-Pro leads this page at 99.16, 0.00 points ahead of Grok 4 Heavy.

MiMo V2.5 Pro is the highest-ranked open-weight option at #5. Nova Micro has the lowest official input price among ranked models.

Math Leaderboard Leaders

The leading math scores in this benchmark-backed ranking, with the axis focused on the competitive leaderboard range.

Top math models

Math Benchmark Profile

Compare math benchmark strength with each model's broader capability score and leaderboard position.

ModelReasoningKnowledgeMathCodingInstruction
GPT-5.2-ProOpenAI77.79N/A99.16N/AN/A
Grok 4 HeavyxAIN/AN/A99.16N/AN/A
Gemini 2.0 FlashGoogleN/A59.5197.15N/AN/A
Qwen3.7 MaxAlibaba Cloud / Qwen Team92.9088.6593.4280.8687.39
MiMo V2.5 ProXiaomi83.8861.9992.8549.81N/A
25.3245.4665.6085.73105.87-6.1616.1738.5160.8583.18LLMBoard Math ScoreLLMBoard Overall Score
80 models with comparable dataOpen a model by selecting its logo

Capability at each price point

Official vendor API prices plotted against the math metric used on this page. Price remains a separate decision signal.

020406080100$0.05$0.1$0.2$0.5$1.0$2.0$5.0$10LLMBoard Math ScoreOfficial API price blend (8:1 input/output), USD / 1M
Efficient frontier40 models with official PAYG prices

Math Leaderboard Composition

Vendor concentration and model access among the first 25 products in the ranking.

Top-model vendor mix

25 models
Alibaba Cloud / Qwen Team5
Google4
Zhipu AI3
OpenAI2
xAI2
DeepSeek2
Xiaomi1
Anthropic1

Access model

Open weights
14
Closed weights
11
Official price available
14

The Top AI Models for Math

A data-backed look at the first five models in this math leaderboard ranking, including benchmark context, price and output speed where available.

About this leaderboard

Common questions about the Best AI for Math leaderboard, benchmark evidence and ranking method.

What is the best model on Best AI for Math?

GPT-5.2-Pro is currently ranked first with a math score of 99.16.

Which three AI models lead this capability ranking?

The current leaders are GPT-5.2-Pro (99.16 LLMBoard Math Score), Grok 4 Heavy (99.16 LLMBoard Math Score), and Gemini 2.0 Flash (97.15 LLMBoard Math Score).

Which ranked model has the lowest official input price?

Nova Micro has the lowest current official input price among ranked models at $0.04 per 1M tokens.

Which ranked models have the highest measured output speed?

The fastest matched records are GPT-5-Nano (500.00 tok/s via OpenAI), GPT-4.1-mini (467.39 tok/s via OpenAI), and Gemini 2.0 Flash (183.00 tok/s via Google).

Which open-weight model ranks highest?

MiMo V2.5 Pro is the highest-ranked open-weight model at rank #5.

Which model offers the longest context in this ranking?

Gemini 1.5 Pro has the largest listed context window at 2.1M tokens.

How is this leaderboard ranked?

Each model appears once using its current scored version. The leaderboard ranking follows the capability named in the title, while the overall page uses the LLMBoard score aggregated from eligible benchmark evidence.

How many models are included?

This page currently ranks 111 unique model products.

Where does pricing come from?

Main price columns use the model vendor's official standard PAYG API rate. Eligible third-party offers appear only in separately labeled columns, and unavailable official prices display as N/A.

Does Arena affect the score?

No. Arena results are displayed as an independent signal and are not included in the current LLMBoard capability score.

Top math modelGPT-5.2-Pro99.16 math score
Best open-weight modelMiMo V2.5 ProRank #5
Lowest official inputNova Micro$0.04 / 1M
Largest contextGemini 1.5 Pro2.1M tokens

Ranking basisThis math AI model leaderboard uses the math capability score shown on this page. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    OP
    GPT-5.2-ProOpenAI
    LLMBoard Math Score
    99.16
    Price
    $21 input / $168 output per 1M tokens
    Speed
    25.00 tok/s via OpenAI

    Strengths

    • Ranks #1 with a 99.16 LLMBoard Math Score
    • 400K maximum context tokens

    Considerations

    • Provisional score with 40% benchmark coverage
    • Weights are not marked as open
  2. 02
    XA
    Grok 4 HeavyxAI
    LLMBoard Math Score
    99.16

    Strengths

    • Ranks #2 with a 99.16 LLMBoard Math Score

    Considerations

    • Provisional score with 20% benchmark coverage
    • Weights are not marked as open
  3. 03
    GO
    Google
    LLMBoard Math Score
    97.15
    Speed
    183.00 tok/s via Google

    Strengths

    • Ranks #3 with a 97.15 LLMBoard Math Score
    • 1M maximum context tokens

    Considerations

    • 40% benchmark coverage
    • Weights are not marked as open
  4. 04
    AC
    Alibaba Cloud / Qwen Team
    LLMBoard Math Score
    93.42
    Price
    $2.5 input / $7.5 output per 1M tokens

    Strengths

    • Ranks #4 with a 93.42 LLMBoard Math Score
    • 1M maximum context tokens

    Considerations

    • Weights are not marked as open
  5. 05
    XI
    Xiaomi
    LLMBoard Math Score
    92.85
    Price
    $0.44 input / $0.87 output per 1M tokens
    Speed
    5.27 tok/s via DeepInfra

    Strengths

    • Ranks #5 with a 92.85 LLMBoard Math Score
    • Open-weight model version
    • Lowest official input price among the top models

Selection summary

Best AI Models for Math

GPT-5.2-Pro is currently the best-ranked LLM for math with a 99.16 math score. The score is a relative ranking signal, so price, speed, context and evidence coverage should still be checked separately.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Gemini 2.0 Flash
Qwen3.7 Max
MiMo V2.5 Pro
Capability rank #1GPT-5.2-Pro25.00 tok/s via OpenAI
Capability rank #2Grok 4 Heavy99.16
Capability rank #3Gemini 2.0 Flash183.00 tok/s via Google