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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.

Official 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%
172.8 tok/s
$1.13/M
#3DeepSeek V3.2 SpecialeDeepSeek89.6%n/a-
#4GLM-4.7 (Reasoning)Z AI89.4%79.2 tok/s$1.00/M
#5GPT-5.2 (medium)OpenAI89.4%n/a$4.81/M
#6GPT-5.2 (xhigh)OpenAI88.9%71 tok/s$4.81/M
#7gpt-oss-120b (high)OpenAI87.8%348.5 tok/s$0.262/M
#8Claude Opus 4.5 (Reasoning)Anthropic87.1%53.5 tok/s$10.94/M
#9GPT-5.1 (high)OpenAI86.8%121.2 tok/s$3.44/M
#10MiMo-V2-Flash (Reasoning)Xiaomi86.8%129.5 tok/s$0.150/M
#11DeepSeek V3.2 (Reasoning)DeepSeek86.2%n/a$0.337/M
#12o4-mini (high)OpenAI85.9%151 tok/s$1.93/M
#13Gemini 3 Pro Preview (low)Google85.7%n/a$4.50/M
#14Kimi K2 ThinkingKimi85.3%131.1 tok/s$1.08/M
#15GPT-5.1 Codex (high)OpenAI84.9%182.1 tok/s$3.44/M
#16GPT-5 (high)OpenAI84.6%111.1 tok/s$3.44/M
#17GPT-5 Codex (high)OpenAI84.0%171.1 tok/s$3.44/M
#18GPT-5 mini (high)OpenAI83.8%87.4 tok/s$0.688/M
#19GPT-5.1 Codex mini (high)OpenAI83.6%213.6 tok/s$0.688/M
#20Grok 4 Fast (Reasoning)xAI83.2%n/a$0.275/M
#21MiniMax-M2MiniMax82.6%102.9 tok/s$0.525/M
#22Grok 4.1 Fast (Reasoning)xAI82.2%n/a-
#23Grok 4xAI81.9%n/a$11.00/M
#24ERNIE 5.0 Thinking PreviewBaidu81.2%n/a-
#25MiniMax-M2.1MiniMax81.0%184.6 tok/s$0.525/M
#26o3OpenAI80.8%122.3 tok/s$3.50/M
#27Apriel-v1.6-15B-ThinkerServiceNow80.7%n/a-
#28Gemini 2.5 ProGoogle80.1%132 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%181.3 tok/s$1.13/M
#31DeepSeek V3.2 Exp (Reasoning)DeepSeek78.9%n/a$0.310/M
#32GPT-5 nano (high)OpenAI78.9%150.4 tok/s$0.138/M
#33Qwen3 235B A22B 2507 (Reasoning)Alibaba78.8%59.4 tok/s$0.838/M
#34DeepSeek V3.1 (Reasoning)DeepSeek78.4%n/a$0.865/M
#35Qwen3 Next 80B A3B (Reasoning)Alibaba78.4%135.7 tok/s$1.88/M
#36Gemini 2.5 Pro Preview (Mar' 25)Google77.8%n/a-
#37gpt-oss-20B (high)OpenAI77.7%240 tok/s$0.088/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%48.2 tok/s$3.05/M
#43Doubao Seed CodeByteDance Seed76.6%n/a-
#44Seed-OSS-36B-InstructByteDance Seed76.5%40.4 tok/s$0.300/M
#45GPT-5 (low)OpenAI76.3%79.3 tok/s$3.44/M
#46GPT-5 nano (medium)OpenAI76.3%167 tok/s$0.138/M
#47Magistral Medium 1.2Mistral75.0%41.1 tok/s$2.75/M
#48EXAONE 4.0 32B (Reasoning)LG AI Research74.7%n/a-
#49KAT-Coder-Pro V1KwaiKAT74.7%114.7 tok/s$0.525/M
#50NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA74.1%133.6 tok/s$0.096/M
#51Claude Opus 4.5 (Non-reasoning)Anthropic73.8%47.6 tok/s$10.94/M
#52GLM-4.5 (Reasoning)Z AI73.8%50.1 tok/s$1.00/M
#53Qwen3 VL 32B (Reasoning)Alibaba73.8%98.3 tok/s$2.63/M
#54Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA73.7%44.2 tok/s$0.175/M
#55o3-mini (high)OpenAI73.4%218.5 tok/s$1.93/M
#56Nova 2.0 Pro Preview (medium)Amazon73.0%127.7 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%118 tok/s$0.070/M
#60Magistral Small 1.2Mistral72.3%110.9 tok/s$0.750/M
#61o3-miniOpenAI71.7%203.3 tok/s$1.93/M
#62Claude 4.5 Sonnet (Reasoning)Anthropic71.4%50.1 tok/s$6.56/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%174.7 tok/s$0.850/M
#66gpt-oss-120b (low)OpenAI70.7%363.9 tok/s$0.262/M
#67Qwen3 30B A3B 2507 (Reasoning)Alibaba70.7%139.3 tok/s$0.673/M
#68GPT-5 (medium)OpenAI70.3%85.6 tok/s$3.44/M
#69NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA70.1%133.6 tok/s$0.086/M
#70Qwen3 VL 30B A3B (Reasoning)Alibaba69.7%126.8 tok/s$0.338/M
#71Grok 3 mini Reasoning (high)xAI69.6%58.8 tok/s$0.350/M
#72Gemini 2.5 Flash (Reasoning)Google69.5%221.3 tok/s$0.850/M
#73GLM-4.6 (Reasoning)Z AI69.5%43.9 tok/s$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%n/a$0.300/M
#77GPT-5 mini (medium)OpenAI69.2%86.7 tok/s$0.688/M
#78Cogito v2.1 (Reasoning)Deep Cogito68.8%62.8 tok/s$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%39.5 tok/s$1.50/M