llmboard.aiLeaderboard Center
Overall
Overall RankingOpen Models
Tools
Model DirectoryCompare Models
Capabilities
CodingReasoningMathKnowledgeInstruction Following
Price & Efficiency
Price & ValueCapability vs. PriceRuntime Performance
Modalities
Image GenerationVideo GenerationSpeech ModelsEmbeddings
Core Benchmarks
GPQAMMLU-ProAIME 2025SWE-Bench VerifiedMMLUHumanity's Last ExamLiveCodeBenchMATHHumanEvalMMMU-ProView all benchmarks
Methods
Scoring & Data
393 models668 benchmarks

Leaderboard Center

Overall RankingCodingCore BenchmarksPrice & ValueRuntime Performance

Modalities

All ModelsImage GenerationImage EditingVideo GenerationImage-to-VideoVideo EditingText-to-SpeechSpeech-to-TextEmbeddings

Data & Methods

Scoring MethodAll BenchmarksReasoningMath

Vendors

All VendorsOpenAIAnthropicGoogle
llmboard.aiCopyright 2026 llmboard.ai

reasoning benchmark

MBPP+

MBPP+ is an enhanced version of MBPP (Mostly Basic Python Problems) with significantly more test cases (35x) for more rigorous evaluation. MBPP is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers, covering programming fundamentals and standard library functionality.

Updated Aug 11, 2026

Models4
Model coverage4
MetricScore
EvidenceB

On this page

  • Ranking
  • Distribution
  • Highlights
  • About
  • FAQ

MBPP+ Ranking

Higher score ranks better on this benchmark.

4 rows
Columns

Show columns

01XIMiMo-V2.5-ProXiaomi74.1%100.0%4CAug 11, 2026
02ACQwen2.5 32B InstructAlibaba Cloud / Qwen Team67.2%66.7%4CAug 11, 2026
03ACQwen2.5 14B InstructAlibaba Cloud / Qwen Team63.2%33.3%4CAug 11, 2026
04BAERNIE 4.5Baidu40.2%0.0%4CAug 11, 2026

MBPP+ Score Distribution

A closer view of the leading scores on this benchmark.

MBPP+

MBPP+ Highlights

The leading models and scores on this benchmark.

Rank #1MiMo-V2.5-Pro74.1%Rank #2Qwen2.5 32B Instruct67.2%Rank #3Qwen2.5 14B Instruct63.2%Rank #4ERNIE 4.540.2%

What is MBPP+?

What MBPP+ measures and how its scores work.

MBPP+ is an enhanced version of MBPP (Mostly Basic Python Problems) with significantly more test cases (35x) for more rigorous evaluation. MBPP is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers, covering programming fundamentals and standard library functionality.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
MBPP+
Modality
text
Primary category
reasoning
Score direction
higher
LLMBoard eligible
Yes
Evaluation key
mbpp+|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about MBPP+.

Which model scores highest on MBPP+?

MiMo-V2.5-Pro is currently ranked first with 74.1%.

What does MBPP+ measure?

MBPP+ is an enhanced version of MBPP (Mostly Basic Python Problems) with significantly more test cases (35x) for more rigorous evaluation. MBPP is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers, covering programming fundamentals and standard library functionality.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

4 model results are currently shown.

Does this benchmark affect the overall score?

Yes. This benchmark can contribute to the current LLMBoard capability score.