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LiveCodeBench leaderboard — the family board.

13 TRACKED VARIANTS · 6 FIRST-CLASS BOARDS

One family, 13 tracked prints: LiveCodeBench v6, livecodebench_easy, livecodebench_hard, LiveCodeBench (v5) and LiveCodeBench (24/8~25/5) are cited standalone and keep live boards of their own. Scoring configs and splits of the base board render as sections of this page, each under its own honest label.

● LIVE DATA102 MODELS ON THIS BOARDLEADER DEEPSEEK-V4-PRO AT 93.5

First-class boards in this familyCITED STANDALONE · EACH KEEPS ITS OWN LIVE BOARD

#BoardModels scored
02LiveCodeBenchTHIS PAGE102

The board — LiveCodeBenchTOP 100 OF 102 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen
01DeepSeek-V4-ProDeepSeek93.52026-08-23
02Gemini 3 ProGoogle922026-06-05
03Gemini 3.1 ProGoogle91.72026-07-04
04DeepSeek-V4-FlashDeepSeek91.62026-06-27
05Kimi K2.6Moonshot89.62026-07-04
06GPT-5.2OpenAI892026-06-05
07Claude Opus 4.6Anthropic88.82026-07-04
08Solar Pro4Upstage87.82026-08-23
09Claude Opus 4.5Anthropic872026-06-05
10DeepSeek-V3.2DeepSeek862026-08-23
11GPT-5OpenAI852026-06-25
12o3OpenAI84.72026-05-03
13o4-miniOpenAI84.52026-05-03
14Gemini 2.5 ProGoogle84.32026-06-06
15MiniMax M2MiniMax832026-08-23
16Nemotron 3 Super 120B A12BNVIDIA82.12026-08-23
18MiniMax M2.1MiniMax812026-08-23
19OpenReasoning-Nemotron-32BNVIDIA81.02026-05-03
20EXAONE 4.0 32BLG AI80.92026-05-03
21Grok 3 Mini ReasoningSpaceXAI80.42026-08-23
22Qwen3 235B A22BAlibaba80.42026-08-23
23Grok 4 FastSpaceXAI802026-08-23
24GLM-4.6Z.ai79.52026-06-25
25Grok 3SpaceXAI79.42026-08-23
26Kimi K2 ThinkingMoonshot79.22026-06-25
27Grok 4SpaceXAI792026-08-23
29PaCoRe-8BStepFun78.22026-06-25
30o3-miniOpenAI77.72026-06-18
31Step3 VL 10BStepFun76.42026-06-05
32Gemini 2.5 FlashGoogle76.22026-06-20
33DeepSeek-V3.1-TerminusDeepSeek74.92026-06-25
34DeepSeek-V3.1DeepSeek74.82026-08-23
35Qwen3 235B ThinkingAlibaba74.52026-06-25
36DeepSeek-V3.2-ExpDeepSeek74.12026-08-23
37GLM-4.5Z.ai72.92026-08-23
38NVIDIA Nemotron Nano 9B V2NVIDIA71.12026-08-23
39Claude Sonnet 4.5Anthropic712026-06-06
40GLM-4.5-AirZ.ai70.72026-08-23
41RLVR-8BStepFun70.62026-06-25
42Claude Opus 4Anthropic70.42026-05-29
43Qwen3 VL 235B A22B ReasoningAlibaba69.52026-06-12
44Claude Sonnet 4Anthropic68.52026-06-06
45Mercury 2Inception672026-08-23
47Qwen3 32BAlibaba65.72026-08-23
48MiniMax M1 80KMiniMax652026-08-23
49Ministral 3 14BMistral64.62026-06-12
50Mistral Small 4Mistral63.62026-08-23
51DeepSeek-R1DeepSeek63.52026-06-04
52Qwen3 30B A3BAlibaba62.62026-08-23
53MiniMax M1 40KMiniMax62.32026-08-23
54Ministral 3 8BMistral61.62026-06-12
55Kimi K2 InstructMoonshot612026-08-23
56DeepSeek-R1 0528-Qwen3-8BDeepSeek60.52026-06-04
57Qwen3 14BAlibaba59.32026-06-05
58Qwen3 VL Thinking (8B)Alibaba582026-06-05
59DeepSeek-R1-Distill-Llama-70BDeepSeek57.52026-08-23
60DeepSeek-R1-Distill-Qwen-32BDeepSeek57.22026-08-23
61Seed 1.5 VLByteDance57.12026-06-05
62Grok 3 BetaSpaceXAI572026-07-13
63Qwen2.5 Instruct 72BAlibaba55.52026-08-23
64Ministral 3 3BMistral54.82026-06-12
65DeepSeek-R1-Distill-Qwen-14BDeepSeek53.12026-08-23
66Phi 4 Reasoning PlusMicrosoft53.12026-08-23
67Qwen3 VL 4B (Reasoning)Alibaba51.32026-06-05
68Magistral Medium 1Mistral50.32026-08-23
69QwQ 32B PreviewAlibaba502026-08-23
70DeepSeek-R1-ZeroDeepSeek502026-08-23
71DeepSeek-V3DeepSeek49.62026-08-23
72GLM-4.6V (106B-A12B)Z.ai48.72026-06-05
73Llama 4 MaverickMeta43.42026-09-11
74DeepSeek-V2.5DeepSeek41.82026-08-23
75Grok 3 Mini BetaSpaceXAI41.52026-07-13
76SynLogic Mix 3 32BMiniMax40.72026-06-05
77DeepSeek-R1-Zero-Qwen-32BDeepSeek40.22026-06-05
78DeepSeek-R1-Distill-Llama-8BDeepSeek39.62026-08-23
79GPT-4oOpenAI38.32026-05-03
80DeepSeek-R1-Distill-Qwen-7BDeepSeek37.62026-08-23
81GPT-4 TurboOpenAI37.32026-05-03
82GPT-4o miniOpenAI35.52026-05-03
83Gemini 2.0 Flash (Reasoning)Google35.12026-08-23
84Mistral Large 3Mistral34.42026-08-23
85Mistral Large 3 675B Base 2512Mistral34.42026-08-23
86Gemini 2.5 Flash LiteGoogle33.72026-08-23
87Llama 3.3 70B InstructMeta33.32026-05-01
88Llama 4 ScoutMeta32.82026-08-23
89Claude 3.5 SonnetAnthropic32.82026-05-03
90Qwen 2.5 Coder 32B InstructAlibaba31.42026-08-23
91Gemini 1.5 ProGoogle30.52026-05-03
92Llama 3.1 Instruct 405BMeta30.12026-05-03
93Gemma 3 27BGoogle29.72026-08-23
94Qwen2 7B InstructAlibaba26.62026-08-23
95Gemma 3 12BGoogle24.62026-08-23
96Yi Coder 9B Chat01.AI232026-07-12
97Claude 3 HaikuAnthropic22.52026-05-03
98DeepSeek-Coder-33B-InstructDeepSeek22.32026-07-12
99DeepSeek-V2DeepSeek20.32026-05-03
100DeepSeek-R1-Distill-Qwen-1.5BDeepSeek16.92026-08-23
◆ IV — INDEPENDENTLY VERIFIED · ◆ AA — AGGREGATOR · ◆ VA — VENDOR · ◇ SA — SOURCE-ATTRIBUTED

Variants of this boardSCORING CONFIGS & SPLITS — NOT CITED STANDALONE, SO THEY LIVE HERE

livecodebench_medium

VARIANT17 models · best score per model
#ModelVendorScoreVLast seen
01Gemini 2.5 ProGoogle92.22026-05-30
02o4-miniOpenAI92.22026-05-03
03o3OpenAI89.82026-05-03
04Qwen3 235B A22BAlibaba88.82026-05-03
05EXAONE 4.0 32BLG AI88.32026-05-03
06OpenReasoning-Nemotron-32BNVIDIA87.52026-05-03
07o3-miniOpenAI87.52026-06-18
08Grok 3 Mini ReasoningSpaceXAI85.92026-05-03
10Gemini 2.5 FlashGoogle82.52026-06-20
11Claude Opus 4Anthropic80.42026-05-29
12Claude Sonnet 4Anthropic76.02026-05-15
13DeepSeek-V3DeepSeek53.52026-05-03
14GPT-4oOpenAI32.12026-05-03
15GPT-4 TurboOpenAI30.72026-05-03

LiveCodeBench (Pass@1-COT)

VARIANT11 models · best score per model
#ModelVendorScoreVLast seen
01DeepSeek-R1DeepSeek65.92026-06-04
02o1OpenAI63.42026-06-04
03o1-miniOpenAI53.82026-06-04
04DeepSeek-R1-ZeroDeepSeek502026-05-03
05DeepSeek-V3DeepSeek40.52026-05-03
06Claude 3.5 SonnetAnthropic36.32026-06-04
07GPT-4oOpenAI34.22026-06-04
08Qwen2.5 Instruct 72BAlibaba31.12026-05-03
09DeepSeek-V2.5DeepSeek29.22026-05-03
10Llama 3.1 Instruct 405BMeta28.42026-05-03
11DeepSeek-V2DeepSeek18.82026-05-03

Other tracked prints

THIN BOARDSunder 5 published models each — listed, never hidden
PrintLeaderScoreModels
LiveCodeBench-Base (Pass@1)DeepSeek-V319.44
LiveCodeBench (Jan-May)GPT-586.84
LiveCodeBench Pro (Elo)Gemini 3.1 Pro28873
LiveCodeBench ProGemini 3.1 Pro28871

Also tracked, no published surface rows yet: LiveCodeBench (LCB)

THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboardsThe frontier boardModels by vendor