How many tracked prints does the MultiPL-E family have?

MultiPL-E leaderboard — the family board.

3 TRACKED VARIANTS · 3 FIRST-CLASS BOARDS

One family, 3 tracked prints: MultiPL-E HumanEval and MultiPL-E MBPP 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 DATA30 MODELS ON THIS BOARDLEADER CLAUDE OPUS 4 AT 89.6

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

#BoardModels scored

01MultiPL-ETHIS PAGE30

02MultiPL-E HumanEval8

03MultiPL-E MBPP8

The board — MultiPL-ETOP 30 OF 30 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen

01Claude Opus 4Anthropic89.62026-06-15

02Claude Sonnet 4Anthropic88.62026-06-15

03Qwen3 235B A22B Instruct 2507Alibaba87.92026-08-23

04Qwen3 Next 80B A3B InstructAlibaba87.82026-08-23

05GPT-4.1OpenAI86.72026-06-15

06Qwen3 VL 235B A22B InstructAlibaba86.12026-08-23

07Kimi K2 InstructMoonshot85.72026-09-01

08DeepSeek-V3DeepSeek83.12026-06-15

09Qwen3 235B A22BAlibaba78.22026-08-23

10Qwen2.5 Instruct 72BAlibaba75.12026-08-23

11Stable-DiffCoder-8B-BaseByteDance71.22026-06-05

12Qwen2 Instruct (72B)Alibaba69.22026-08-23

13Qwen2.5 Omni 7BAlibaba65.82026-08-23

14NVIDIA-NemotronLabs-VoiceChat-11BNVIDIA62.52026-08-04

15Granite 4.1 30BIBM62.32026-06-15

16Granite 4.1 8BIBM60.32026-06-15

17Qwen2 72BAlibaba59.62026-09-10

18Qwen2 7B InstructAlibaba59.12026-08-23

19Qwen2.5 Coder Instruct 7BAlibaba58.82026-06-05

20Granite 4.1 3BIBM52.52026-06-15

21Qwen2.5 7B BaseAlibaba48.52026-05-03

22Llama 3 (70B)Meta46.32026-09-10

23DeepSeek-Coder-6.7B-BaseDeepSeek44.72026-06-05

24DeepSeek-V2DeepSeek44.42026-09-10

25Qwen2.5 3B BaseAlibaba44.02026-05-03

26Qwen3 4B Base DenseAlibaba36.42026-05-03

27Gemma (7B)Google29.72026-08-26

28Mistral 7BMistral29.42026-08-26

29Llama 3 Instruct 8BMeta22.62026-08-26

30Gemma 3 1B Base DenseGoogle2.22026-05-03

◆ IV — INDEPENDENTLY VERIFIED · ◆ AA — AGGREGATOR · ◆ VA — VENDOR · ◇ SA — SOURCE-ATTRIBUTED

THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboards The frontier board Models by vendor