CodeGemma-7B-it: benchmark results

Provider: Google. Access: API.

Aggregate Rating 1337 ± 29, rank #8037 of 10916 rated models, from 14 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
BigCode Models Leaderboard52.7HumanEval Python Pass@1 (%)67.8
Open LLM Leaderboard v1 - GSM8K52.46Accuracy (%) (5-shot)64.3
RoundTripCodeEval - LZW5.68Mean of exact match, edit similarity and pass@5 (%) over the64.3
EvalPlus (HumanEval+ & MBPP+)54.3Pass@1 avg (%)51.6
Open LLM Leaderboard v1 - TruthfulQA MC248.52MC2 (%) (0-shot)41.5
Open LLM Leaderboard v1 - MMLU56.1Accuracy (%) (5-shot)38.1
RoundTripCodeEval - Arithmetic Coding2.56Mean of exact match, edit similarity and pass@5 (%) over the35.7
Open LLM Leaderboard v1 - ARC Challenge53.84Normalized accuracy (%) (25-shot)30.3
McEval30.7AVG (%)28.6
RoundTripCodeEval - Huffman Coding1.13Mean of exact match, edit similarity and pass@5 (%) over the25
Open LLM Leaderboard v1 - HellaSwag72.51Normalized accuracy (%) (10-shot)22.9
Open LLM Leaderboard v1 - WinoGrande66.22Accuracy (%) (5-shot)19.9

Interactive version: theaggregate.ai/model?slug=codegemma-7b-it · How It Works · Data refreshed daily, snapshot 2026-11-08.