reasoning benchmark
MBPP EvalPlus (base)
MBPP (Mostly Basic Python Problems) is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers. EvalPlus extends MBPP with significantly more test cases (35x) for more rigorous evaluation of LLM-synthesized code, providing high-quality and precise evaluation.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
MBPP EvalPlus (base) Ranking
Higher score ranks better on this benchmark.
| 1 | ME | 72.8% | 100.0% | 1 | C |
MBPP EvalPlus (base) Highlights
The leading models and scores on this benchmark.
What is MBPP EvalPlus (base)?
What MBPP EvalPlus (base) 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. EvalPlus extends MBPP with significantly more test cases (35x) for more rigorous evaluation of LLM-synthesized code, providing high-quality and precise evaluation.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MBPP EvalPlus (base)
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- mbpp-evalplus-(base)|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MBPP EvalPlus (base).
Which model scores highest on MBPP EvalPlus (base)?
Llama 3.1 8B Instruct is currently ranked first with 72.8%.
What does MBPP EvalPlus (base) measure?
MBPP (Mostly Basic Python Problems) is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers. EvalPlus extends MBPP with significantly more test cases (35x) for more rigorous evaluation of LLM-synthesized code, providing high-quality and precise evaluation.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.