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Capability ranking

Best AI for Coding

Use this coding AI model leaderboard to compare the current ranking from the LLMBoard Coding Score, aggregated across eligible coding and tool-use benchmarks.

Updated 2026-08-17

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Coding Model Leaderboard Ranking

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

30 of 106 rows
Columns

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Rank
Model
LLMBoard Coding Score
Official input / 1M
Official output / 1M
Output speed
Context
Rank01ModelANClaude MythosAnthropicLLMBoard Coding Score98.8Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank02ModelOPGPT-5.6-SolOpenAILLMBoard Coding Score94.1Official input / 1M$5Official output / 1M$30Output speed26.723 tok/sContext1.1M
Rank03ModelANClaude Fable 5AnthropicLLMBoard Coding Score94.0Official input / 1M$10Official output / 1M$50Output speed9.081 tok/sContext1M
Rank04ModelMAKimi K3Moonshot AILLMBoard Coding Score92.4Official input / 1M$3Official output / 1M$15Output speed25.734 tok/sContext1M
Rank05ModelZAGLM 5.3Zhipu AILLMBoard Coding Score86.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext1M
Rank06ModelANClaude Opus 4.8AnthropicLLMBoard Coding Score84.8Official input / 1M$5Official output / 1M$25Output speed45.954 tok/sContext1M
Rank07ModelACQwen3.7 MaxAlibaba Cloud / Qwen TeamLLMBoard Coding Score84.7Official input / 1M$2.5Official output / 1M$7.5Output speed5.805 tok/sContext1M
Rank08ModelDEDeepSeek-V4-ProDeepSeekLLMBoard Coding Score83.0Official input / 1M$0.435Official output / 1M$0.87Output speed33.196 tok/sContext1M
Rank09ModelANClaude Sonnet 5AnthropicLLMBoard Coding Score78.4Official input / 1M$2Official output / 1M$10Output speed10.589 tok/sContext1M
Rank10ModelOPGPT-5.6-TerraOpenAILLMBoard Coding Score77.8Official input / 1M$2Official output / 1M$12Output speed34.885 tok/sContext1.1M
Rank11ModelACQwen3.8 MaxAlibaba Cloud / Qwen TeamLLMBoard Coding Score75.9Official input / 1M$2Official output / 1M$6Output speedN/AContext1M
Rank12ModelANClaude Opus 4.6AnthropicLLMBoard Coding Score73.9Official input / 1M$5Official output / 1M$25Output speed17.479 tok/sContext1M
Rank13ModelOPGPT-5.5OpenAILLMBoard Coding Score73.6Official input / 1M$5Official output / 1M$30Output speedN/AContext1.1M
Rank14ModelGOGemini 3.7 FlashGoogleLLMBoard Coding Score71.2Official input / 1M$0.75Official output / 1M$3.75Output speed12.652 tok/sContext1M
Rank15ModelMAKimi K2.6Moonshot AILLMBoard Coding Score70.9Official input / 1M$0.95Official output / 1M$4Output speed285.051 tok/sContext262.1K
Rank16ModelANClaude Opus 4.7AnthropicLLMBoard Coding Score70.7Official input / 1M$5Official output / 1M$25Output speed42 tok/sContext1M
Rank17ModelOPMiniCPM SALAOpenBMBLLMBoard Coding Score69.3Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank18ModelACQwen2.5 32BAlibaba Cloud / Qwen TeamLLMBoard Coding Score68.3Official input / 1M$0.70Official output / 1M$2.8Output speedN/AContextN/A
Rank19ModelOPGPT-5.6-LunaOpenAILLMBoard Coding Score68.2Official input / 1M$0.20Official output / 1M$1.2Output speed48.852 tok/sContext1.1M
Rank20ModelACQwen2.5 Coder 32BAlibaba Cloud / Qwen TeamLLMBoard Coding Score67.9Official input / 1MN/AOfficial output / 1MN/AOutput speed110 tok/sContext131.1K
Rank21ModelAMNova 2 ProAmazonLLMBoard Coding Score66.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank22ModelGOGemini 2.5 ProGoogleLLMBoard Coding Score65.2Official input / 1M$1.25Official output / 1M$10Output speed85 tok/sContext1M
Rank23ModelXAGrok 4.5xAILLMBoard Coding Score63.9Official input / 1M$2Official output / 1M$6Output speed4.268 tok/sContext500K
Rank24ModelXIMiMo V2 ProXiaomiLLMBoard Coding Score63.7Official input / 1M$0.435Official output / 1M$0.87Output speedN/AContext1M
Rank25ModelDEDeepSeek-V4-FlashDeepSeekLLMBoard Coding Score62.9Official input / 1M$0.14Official output / 1M$0.28Output speed19.447 tok/sContext1M
Rank26ModelACQwen3.7 PlusAlibaba Cloud / Qwen TeamLLMBoard Coding Score60.9Official input / 1M$0.50Official output / 1M$3Output speedN/AContext1M
Rank27ModelMIMiniMax M2.1MiniMaxLLMBoard Coding Score60.9Official input / 1M$0.30Official output / 1M$1.2Output speed100 tok/sContext204.8K
Rank28ModelMAKimi K2 ThinkingMoonshot AILLMBoard Coding Score60.3Official input / 1M$0.60Official output / 1M$2.5Output speedN/AContext262.1K
Rank29ModelACQwen2.5 72BAlibaba Cloud / Qwen TeamLLMBoard Coding Score60.0Official input / 1M$1.4Official output / 1M$5.6Output speed100 tok/sContext131.1K
Rank30ModelSTStep 3.5 FlashStepFunLLMBoard Coding Score59.8Official input / 1M$0.10Official output / 1M$0.30Output speed711.842 tok/sContext256K
Rank31ModelZAGLM 4.6Zhipu AILLMBoard Coding Score59.7Official input / 1M$0.60Official output / 1M$2.2Output speed85 tok/sContext204.8K
Rank32ModelSASarvam 30BSarvam AILLMBoard Coding Score59.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext128K
Rank33ModelOPo4 miniOpenAILLMBoard Coding Score58.1Official input / 1M$1.1Official output / 1M$4.4Output speed115 tok/sContext200K
Rank34ModelACQwen3.5 397B A17BAlibaba Cloud / Qwen TeamLLMBoard Coding Score57.1Official input / 1M$0.60Official output / 1M$3.6Output speedN/AContext262.1K
Rank35ModelACQwen3.8 27BAlibaba Cloud / Qwen TeamLLMBoard Coding Score55.3Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext262.1K
Rank36ModelOPGPT-5.4OpenAILLMBoard Coding Score55.1Official input / 1M$2.5Official output / 1M$15Output speed9.147 tok/sContext1.1M
Rank37ModelZAGLM 5.2Zhipu AILLMBoard Coding Score55.1Official input / 1M$1.4Official output / 1M$4.4Output speedN/AContext1M
Rank38ModelMEMuse Spark 1.1MetaLLMBoard Coding Score55.0Official input / 1M$1.25Official output / 1M$4.25Output speed6.152 tok/sContext1M
Rank39ModelBYSeed 2.1 ProByteDanceLLMBoard Coding Score54.5Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext256K
Rank40ModelGOGemini 3.1 ProGoogleLLMBoard Coding Score54.2Official input / 1M$2Official output / 1M$12Output speed22.824 tok/sContext1M
Rank41ModelPOLaguna S 2.1PoolsideLLMBoard Coding Score54.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext1M
Rank42ModelTMInkling SmallThinking Machines LabLLMBoard Coding Score53.9Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext1M
Rank43ModelTEHy3TencentLLMBoard Coding Score53.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext256K
Rank44ModelZAGLM 5.1Zhipu AILLMBoard Coding Score52.9Official input / 1M$1.4Official output / 1M$4.4Output speedN/AContext200K
Rank45ModelDEDeepSeek-V3.2DeepSeekLLMBoard Coding Score52.9Official input / 1M$0.14Official output / 1M$0.28Output speed30 tok/sContext131.1K
Rank46ModelACQwen3.5 122B A10BAlibaba Cloud / Qwen TeamLLMBoard Coding Score52.8Official input / 1M$0.40Official output / 1M$3.2Output speedN/AContext262.1K
Rank47ModelUPSolar Pro 4UpstageLLMBoard Coding Score51.8Official input / 1M$0.30Official output / 1M$1.2Output speedN/AContext524.3K
Rank48ModelACQwen3.6 PlusAlibaba Cloud / Qwen TeamLLMBoard Coding Score51.5Official input / 1M$0.50Official output / 1M$3Output speed15.66 tok/sContext1M
Rank49ModelOPo3 miniOpenAILLMBoard Coding Score51.4Official input / 1M$1.1Official output / 1M$4.4Output speed115 tok/sContext200K
Rank50ModelACQwen2.5 14BAlibaba Cloud / Qwen TeamLLMBoard Coding Score51.2Official input / 1M$0.35Official output / 1M$1.4Output speedN/AContextN/A
Rank51ModelACQwen3 235B A22BAlibaba Cloud / Qwen TeamLLMBoard Coding Score50.9Official input / 1M$0.70Official output / 1M$2.8Output speed68.17 tok/sContext262.1K
Rank52ModelACQwen2.5 Coder 7BAlibaba Cloud / Qwen TeamLLMBoard Coding Score50.5Official input / 1M$0.144Official output / 1M$0.287Output speedN/AContextN/A
Rank53ModelXIMiMo V2.5 ProXiaomiLLMBoard Coding Score50.1Official input / 1M$0.435Official output / 1M$0.87Output speed68.716 tok/sContext1M
Rank54ModelMIMiniMax M2MiniMaxLLMBoard Coding Score50.0Official input / 1M$0.30Official output / 1M$1.2Output speed103.094 tok/sContext196.6K
Rank55ModelMELongCat Flash ChatMeituanLLMBoard Coding Score49.3Official input / 1MN/AOfficial output / 1MN/AOutput speed100 tok/sContext128K
Rank56ModelACQwen3.6 27BAlibaba Cloud / Qwen TeamLLMBoard Coding Score49.2Official input / 1M$0.60Official output / 1M$3.6Output speed6.118 tok/sContext262.1K
Rank57ModelZAGLM 4.5Zhipu AILLMBoard Coding Score49.2Official input / 1M$0.60Official output / 1M$2.2Output speedN/AContext131.1K
Rank58ModelANClaude Sonnet 4.6AnthropicLLMBoard Coding Score48.8Official input / 1M$3Official output / 1M$15Output speed14.831 tok/sContext1M
Rank59ModelNVNemotron 3 UltraNVIDIALLMBoard Coding Score48.6Official input / 1M$0.50Official output / 1M$2.5Output speedN/AContext1M
Rank60ModelMEMuse SparkMetaLLMBoard Coding Score48.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank61ModelACQwen3 Next 80B A3BAlibaba Cloud / Qwen TeamLLMBoard Coding Score48.6Official input / 1M$0.50Official output / 1M$2Output speedN/AContext131.1K
Rank62ModelGOGemini 3.6 FlashGoogleLLMBoard Coding Score48.2Official input / 1M$1.5Official output / 1M$7.5Output speed180.67 tok/sContext1M
Rank63ModelMIMiniMax M2.7MiniMaxLLMBoard Coding Score47.7Official input / 1M$0.30Official output / 1M$1.2Output speed101.856 tok/sContext204.8K
Rank64ModelZAGLM 4.7Zhipu AILLMBoard Coding Score47.5Official input / 1M$0.60Official output / 1M$2.2Output speedN/AContext204.8K
Rank65ModelMAKimi K2.5Moonshot AILLMBoard Coding Score47.4Official input / 1M$0.60Official output / 1M$3Output speedN/AContext262.1K
Rank66ModelXIMiMo V2 FlashXiaomiLLMBoard Coding Score47.1Official input / 1M$0.14Official output / 1M$0.28Output speedN/AContext262.1K
Rank67ModelACQwen3.5 27BAlibaba Cloud / Qwen TeamLLMBoard Coding Score46.9Official input / 1M$0.30Official output / 1M$2.4Output speed6.736 tok/sContext262.1K
Rank68ModelACQwen2 72BAlibaba Cloud / Qwen TeamLLMBoard Coding Score46.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank69ModelMIMAI Thinking 1MicrosoftLLMBoard Coding Score46.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank70ModelGOGemini 2.5 FlashGoogleLLMBoard Coding Score45.9Official input / 1M$0.30Official output / 1M$2.5Output speed85 tok/sContext1M
Rank71ModelGOGemini 3.5 FlashGoogleLLMBoard Coding Score45.0Official input / 1M$1.5Official output / 1M$9Output speed1.218 tok/sContext1M
Rank72ModelMIMiniMax M3MiniMaxLLMBoard Coding Score45.0Official input / 1M$0.30Official output / 1M$1.2Output speed213.561 tok/sContext512K
Rank73ModelAMNova 2 LiteAmazonLLMBoard Coding Score44.7Official input / 1M$0.33Official output / 1M$2.75Output speedN/AContext1M
Rank74ModelBYSeed 2.1 TurboByteDanceLLMBoard Coding Score43.7Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext256K
Rank75ModelACQwen3.5 35B A3BAlibaba Cloud / Qwen TeamLLMBoard Coding Score42.9Official input / 1M$0.25Official output / 1M$2Output speedN/AContext262.1K
Rank76ModelGOGemma 3 27BGoogleLLMBoard Coding Score39.0Official input / 1MN/AOfficial output / 1MN/AOutput speed33 tok/sContext131.1K
Rank77ModelACQwen2.5 7BAlibaba Cloud / Qwen TeamLLMBoard Coding Score37.5Official input / 1M$0.175Official output / 1M$0.70Output speed138 tok/sContext131.1K
Rank78ModelGOGemini DiffusionGoogleLLMBoard Coding Score36.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank79ModelDEDeepSeek-V3.1DeepSeekLLMBoard Coding Score36.3Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext131.1K
Rank80ModelMAKimi K2Moonshot AILLMBoard Coding Score35.2Official input / 1M$0.60Official output / 1M$2.5Output speed45 tok/sContextN/A
Rank81ModelOPGPT-4.5OpenAILLMBoard Coding Score33.2Official input / 1MN/AOfficial output / 1MN/AOutput speed50 tok/sContext128K
Rank82ModelMIMAI Code 1 FlashMicrosoftLLMBoard Coding Score33.2Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext256K
Rank83ModelMEMuse Glimmer 30BMetaLLMBoard Coding Score32.8Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext131.1K
Rank84ModelACQwen3.6 35B A3BAlibaba Cloud / Qwen TeamLLMBoard Coding Score32.7Official input / 1M$0.248Official output / 1M$1.49Output speedN/AContext262.1K
Rank85ModelOPGPT-4.1OpenAILLMBoard Coding Score32.3Official input / 1M$2Official output / 1M$8Output speed100 tok/sContext1M
Rank86ModelGOGemma 3 12BGoogleLLMBoard Coding Score32.3Official input / 1MN/AOfficial output / 1MN/AOutput speed33 tok/sContext131.1K
Rank87ModelNVNemotron 3 SuperNVIDIALLMBoard Coding Score31.9Official input / 1M$0.20Official output / 1M$0.80Output speedN/AContext262.1K
Rank88ModelZAGLM 4.5 AirZhipu AILLMBoard Coding Score31.3Official input / 1M$0.20Official output / 1M$1.1Output speedN/AContext131.1K
Rank89ModelDEDeepSeek-R1DeepSeekLLMBoard Coding Score29.4Official input / 1MN/AOfficial output / 1MN/AOutput speed45.04 tok/sContext131.1K
Rank90ModelACQwen3 Coder 480B A35BAlibaba Cloud / Qwen TeamLLMBoard Coding Score29.2Official input / 1M$1.5Official output / 1M$7.5Output speedN/AContext262.1K
Rank91ModelACQwen2.5 Omni 7BAlibaba Cloud / Qwen TeamLLMBoard Coding Score26.1Official input / 1M$0.10Official output / 1M$0.40Output speedN/AContextN/A
Rank92ModelCONorth Mini Code 1.0CohereLLMBoard Coding Score22.6Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank93ModelPOLaguna XS 2.1PoolsideLLMBoard Coding Score21.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext262.1K
Rank94ModelMELongCat Flash LiteMeituanLLMBoard Coding Score20.9Official input / 1MN/AOfficial output / 1MN/AOutput speed500 tok/sContext256K
Rank95ModelACQwen2 7BAlibaba Cloud / Qwen TeamLLMBoard Coding Score17.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank96ModelGOGemma 3n E4BGoogleLLMBoard Coding Score16.8Official input / 1MN/AOfficial output / 1MN/AOutput speed42.09 tok/sContext32K
Rank97ModelGOGemma 3n E4B LiteRTGoogleLLMBoard Coding Score16.8Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank98ModelNVNemotron 3 NanoNVIDIALLMBoard Coding Score13.2Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext262.1K
Rank99ModelOPGPT-4.1-miniOpenAILLMBoard Coding Score13.1Official input / 1M$0.40Official output / 1M$1.6Output speed68.886 tok/sContext1M
Rank100ModelGOGemma 3 4BGoogleLLMBoard Coding Score10.8Official input / 1MN/AOfficial output / 1MN/AOutput speed33 tok/sContext131.1K
Rank101ModelGOGemini 2.5 Flash LiteGoogleLLMBoard Coding Score9.6Official input / 1M$0.10Official output / 1M$0.40Output speed5.69 tok/sContext1M
Rank102ModelOPGPT-4oOpenAILLMBoard Coding Score8.4Official input / 1M$2.5Official output / 1M$10Output speed132 tok/sContext128K
Rank103ModelGOGemma 3n E2BGoogleLLMBoard Coding Score7.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank104ModelGOGemma 3n E2B LiteRTGoogleLLMBoard Coding Score7.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A
Rank105ModelNVNemotron 3.5 LightningNVIDIALLMBoard Coding Score5.2Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContext262.1K
Rank106ModelGOGemma 3 1BGoogleLLMBoard Coding Score1.0Official input / 1MN/AOfficial output / 1MN/AOutput speedN/AContextN/A

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 coding leaderboard ranking and its supporting benchmark coverage.

Ranked models106
Vendors24
Open-weight models39
Official prices70
Top coding modelClaude Mythos98.8 coding scoreBest open-weight modelKimi K3Rank #4Lowest official inputStep 3.5 Flash$0.10 / 1MLargest contextGPT-5.6-Sol1.1M tokens

Claude Mythos leads this page at 98.8, 4.6 points ahead of GPT-5.6-Sol.

Kimi K3 is the highest-ranked open-weight option at #4. Step 3.5 Flash has the lowest official input price among ranked models.

Coding Leaderboard Leaders

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

Top coding models

Coding Benchmark Profile

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

ModelReasoningKnowledgeMathCodingInstruction
Claude MythosAnthropic99.899.8100.098.8N/A
GPT-5.6-SolOpenAI99.886.3100.094.1N/A
Claude Fable 5AnthropicN/A98.0N/A94.0N/A
Kimi K3Moonshot AI97.589.8N/A92.4N/A
GLM 5.3Zhipu AIN/A96.9N/A86.0N/A
28.847.96786105.1-7.62047.775.3102.9LLMBoard Coding ScoreLLMBoard Overall Score
80 models with comparable dataOpen a model by selecting its logo
GPQA94.6%Claude Mythos Preview83 compared models
MMLU-Pro89.6%Qwen3.7 Max53 compared models
AIME 2025100.0%Kimi K2-Thinking-090535 compared models
SWE-Bench Verified95.0%Claude Fable 564 compared models
DeepSWE 1.173.0%GPT-5.6 Sol21 compared models
NL2Repo61.5%DeepSeek-V4-Pro-081317 compared models
FrontierSWE90.0%Claude Fable 515 compared models
BFCL-V475.0%Qwen3.7 Max8 compared models

Capability at each price point

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

020406080100$0.1$0.2$0.5$1.0$2.0$5.0$10LLMBoard Coding ScoreOfficial API price blend (8:1 input/output), USD / 1M
Efficient frontier70 models with official PAYG prices

Coding Leaderboard Composition

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

Top-model vendor mix

25 models
Anthropic6OpenAI4Alibaba Cloud / Qwen Team4Moonshot AI2DeepSeek2Google2Zhipu AI1OpenBMB1

Access model

Open weights
4
Closed weights
21
Official price available
20

Compare the leaders

Open focused comparisons between the current leader and the nearest practical alternatives.

Claude MythosvsGPT-5.6-SolClaude MythosvsKimi K3Claude MythosvsStep 3.5 Flash
Overall leaderboardReasoning leaderboardMath leaderboardKnowledge leaderboardInstruction leaderboard

The Top AI Models for Coding

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

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

  1. 01
    AN
    Claude MythosAnthropic
    LLMBoard Coding Score
    98.8

    Strengths

    • Ranks #1 with 98.8 LLMBoard Coding Score

    Considerations

    • Weights are not marked as open
  2. 02
    OP
    GPT-5.6-SolOpenAI
    LLMBoard Coding Score
    94.1
    Price
    $5.0 input / $30 output per 1M tokens
    Speed
    Up to 27 tok/s via OpenAI

    Strengths

    • Ranks #2 with 94.1 LLMBoard Coding Score
    • 1.1M-token context window

    Considerations

    • Weights are not marked as open
  3. 03
    AN
    Claude Fable 5Anthropic
    LLMBoard Coding Score
    94.0
    Price
    $10 input / $50 output per 1M tokens
    Speed
    Up to 9.1 tok/s via Anthropic

    Strengths

    • Ranks #3 with 94.0 LLMBoard Coding Score
    • 1M-token context window

    Considerations

    • Evidence coverage is 40%
    • Weights are not marked as open
  4. 04
    MA
    Kimi K3Moonshot AI
    LLMBoard Coding Score
    92.4
    Price
    $3.0 input / $15 output per 1M tokens
    Speed
    Up to 26 tok/s via Fireworks

    Strengths

    • Ranks #4 with 92.4 LLMBoard Coding Score
    • The scored version is marked as open weight
    • Lowest official input price among the current top five

    Considerations

    • Evidence coverage is 60%
  5. 05
    ZA
    GLM 5.3Zhipu AI
    LLMBoard Coding Score
    86.0

    Strengths

    • Ranks #5 with 86.0 LLMBoard Coding Score
    • 1M-token context window

    Considerations

    • Evidence coverage is 40%
    • Weights are not marked as open

Selection summary

Best AI Models for Coding

Claude Mythos is currently the best-ranked LLM for coding with a 98.8 coding 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.

Capability rank #1Claude Mythos98.8Capability rank #2GPT-5.6-SolUp to 27 tok/s via OpenAICapability rank #3Claude Fable 5Up to 9.1 tok/s via Anthropic

About this leaderboard

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

What is the best model on Best AI for Coding?

Claude Mythos is currently ranked first with a coding score of 98.8.

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 106 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.