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LiveCodeBench

Competitive coding and code-generation benchmark score.

LiveCodeBench collects recent problems from platforms such as LeetCode, AtCoder, and Codeforces. Its release-date tracking helps evaluate models on newer, less contaminated coding tasks.

Test type: Code generation and related coding scenarios, scored with executable tests.

Coverage

343 models have this metric.

91.7%

Current leader: Gemini 3 Pro Preview (high)

Project links

This app ranks the LiveCodeBench score exposed by the Artificial Analysis snapshot.

Artificial Analysis resultsOfficial websiteGitHub

Top LCB Models

Top models ranked by LCB.

Leaderboard

RankModelCreatorValueSpeedBlended Price
#1Gemini 3 Pro Preview (high)Google91.7%n/a$4.50/M
#2
Gemini 3 Flash Preview (Reasoning)
Google
90.8%
n/a
$1.13/M
#3DeepSeek V3.2 SpecialeDeepSeek89.6%n/a-
#4GLM-4.7 (Reasoning)Z AI89.4%n/a$1.00/M
#5GPT-5.2 (medium)OpenAI89.4%n/a$4.81/M
#6GPT-5.2 (xhigh)OpenAI88.9%n/a$4.81/M
#7gpt-oss-120b (high)OpenAI87.8%193.7 tok/s$0.262/M
#8Claude Opus 4.5 (Reasoning)Anthropic87.1%n/a$10.00/M
#9GPT-5.1 (high)OpenAI86.8%n/a$3.44/M
#10MiMo-V2-Flash (Reasoning)Xiaomi86.8%n/a$0.150/M
#11DeepSeek V3.2 (Reasoning)DeepSeek86.2%n/a$0.315/M
#12o4-mini (high)OpenAI85.9%n/a$1.93/M
#13Gemini 3 Pro Preview (low)Google85.7%n/a$4.50/M
#14Kimi K2 ThinkingKimi85.3%n/a$1.08/M
#15GPT-5.1 Codex (high)OpenAI84.9%n/a$3.44/M
#16GPT-5 (high)OpenAI84.6%n/a$3.44/M
#17GPT-5 Codex (high)OpenAI84.0%n/a$3.44/M
#18GPT-5 mini (high)OpenAI83.8%n/a$0.688/M
#19GPT-5.1 Codex mini (high)OpenAI83.6%n/a$0.688/M
#20Grok 4 Fast (Reasoning)SpaceXAI83.2%n/a$0.275/M
#21MiniMax-M2MiniMax82.6%n/a$0.525/M
#22Grok 4.1 Fast (Reasoning)SpaceXAI82.2%n/a-
#23Grok 4SpaceXAI81.9%n/a$6.00/M
#24ERNIE 5.0 Thinking PreviewBaidu81.2%n/a-
#25MiniMax-M2.1MiniMax81.0%n/a$0.525/M
#26o3OpenAI80.8%140.1 tok/s$3.50/M
#27Apriel-v1.6-15B-ThinkerServiceNow80.7%n/a-
#28Gemini 2.5 ProGoogle80.1%130.8 tok/s$3.44/M
#29DeepSeek V3.1 Terminus (Reasoning)DeepSeek79.8%n/a$1.91/M
#30Gemini 3 Flash Preview (Non-reasoning)Google79.7%n/a$1.13/M
#31DeepSeek V3.2 Exp (Reasoning)DeepSeek78.9%n/a$0.315/M
#32GPT-5 nano (high)OpenAI78.9%n/a$0.138/M
#33Qwen3 235B A22B 2507 (Reasoning)Alibaba78.8%n/a$2.63/M
#34DeepSeek V3.1 (Reasoning)DeepSeek78.4%n/a$0.865/M
#35Qwen3 Next 80B A3B (Reasoning)Alibaba78.4%201.9 tok/s$1.88/M
#36Gemini 2.5 Pro Preview (Mar' 25)Google77.8%n/a-
#37gpt-oss-20b (high)OpenAI77.7%185.1 tok/s$0.103/M
#38INTELLECT-3Prime Intellect77.7%n/a-
#39DeepSeek R1 0528 (May '25)DeepSeek77.0%n/a$2.06/M
#40Gemini 2.5 Pro Preview (May' 25)Google77.0%n/a$3.44/M
#41K-EXAONE (Reasoning)LG AI Research76.8%n/a-
#42Qwen3 MaxAlibaba76.7%n/a$2.40/M
#43Doubao Seed CodeByteDance Seed76.6%n/a-
#44Seed-OSS-36B-InstructByteDance Seed76.5%n/a$0.300/M
#45GPT-5 (low)OpenAI76.3%n/a$3.44/M
#46GPT-5 nano (medium)OpenAI76.3%n/a$0.138/M
#47Magistral Medium 1.2Mistral75.0%46.2 tok/s$2.75/M
#48EXAONE 4.0 32B (Reasoning)LG AI Research74.7%n/a-
#49KAT-Coder-Pro V1KwaiKAT74.7%n/a-
#50NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA74.1%259.4 tok/s$0.088/M
#51Claude Opus 4.5 (Non-reasoning)Anthropic73.8%n/a$10.00/M
#52GLM-4.5 (Reasoning)Z AI73.8%n/a-
#53Qwen3 VL 32B (Reasoning)Alibaba73.8%n/a$2.63/M
#54Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA73.7%93.2 tok/s$0.400/M
#55o3-mini (high)OpenAI73.4%n/a$1.93/M
#56Nova 2.0 Pro Preview (medium)Amazon73.0%136.2 tok/s$3.44/M
#57Apriel-v1.5-15B-ThinkerServiceNow72.8%n/a-
#58Falcon-H1R-7BTII UAE72.4%n/a-
#59NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA72.4%234 tok/s$0.070/M
#60Magistral Small 1.2Mistral72.3%95 tok/s$0.750/M
#61o3-miniOpenAI71.7%n/a$1.93/M
#62Claude 4.5 Sonnet (Reasoning)Anthropic71.4%n/a$6.00/M
#63Gemini 2.5 Flash Preview (Sep '25) (Reasoning)Google71.3%n/a-
#64MiniMax M1 80kMiniMax71.1%n/a$0.963/M
#65Nova 2.0 Lite (high)Amazon71.1%190.3 tok/s$0.850/M
#66gpt-oss-120b (low)OpenAI70.7%229.2 tok/s$0.261/M
#67Qwen3 30B A3B 2507 (Reasoning)Alibaba70.7%n/a$0.750/M
#68GPT-5 (medium)OpenAI70.3%n/a$3.44/M
#69NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA70.1%176.5 tok/s$0.086/M
#70Qwen3 VL 30B A3B (Reasoning)Alibaba69.7%n/a$0.750/M
#71Grok 3 mini Reasoning (high)SpaceXAI69.6%n/a$0.350/M
#72Gemini 2.5 Flash (Reasoning)Google69.5%n/a$0.850/M
#73GLM-4.6 (Reasoning)Z AI69.5%n/a$0.963/M
#74Olmo 3.1 32B ThinkAllen Institute for AI69.5%n/a-
#75K2-V2 (high)MBZUAI Institute of Foundation Models69.4%n/a-
#76NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA69.4%79.4 tok/s$0.300/M
#77GPT-5 mini (medium)OpenAI69.2%n/a$0.688/M
#78Cogito v2.1 (Reasoning)Deep Cogito68.8%n/a$1.25/M
#79Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google68.8%n/a$0.175/M
#80Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research68.6%37 tok/s$1.50/M