reasoning benchmark
MBPP
MBPP (Mostly Basic Python Problems) is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers. Each problem consists of a task description, code solution, and 3 automated test cases covering programming fundamentals and standard library functionality.
Updated Aug 11, 2026
Models33
Model coverage33
MetricPass@1
EvidenceB
MBPP Ranking
Higher pass@1 ranks better on this benchmark.
MBPP Score Distribution
A closer view of the leading scores on this benchmark.
MBPP Highlights
The leading models and scores on this benchmark.
What is MBPP?
What MBPP measures and how its scores work.
MBPP (Mostly Basic Python Problems) is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers. Each problem consists of a task description, code solution, and 3 automated test cases 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?
Sarvam-30B is currently ranked first with 92.7%.
What does MBPP measure?
MBPP (Mostly Basic Python Problems) is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers. Each problem consists of a task description, code solution, and 3 automated test cases covering programming fundamentals and standard library functionality.
Is a higher pass@1 better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
33 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.