Gemini 1.0 Ultra: benchmark results

Provider: Google. Released 2023-12-06. Access: API.

Aggregate Rating 1521 ± 51, rank #2053 of 10916 rated models, from 8 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
CodeEditorBench Plus - Code Debug (Three-shot)28.6pass@1 (%, greedy decoding, three-shot, CodeEditorBench_Plus94.4
CodeEditorBench Plus - Code Debug (Zero-shot)30.4pass@1 (%, greedy decoding, zero-shot, CodeEditorBench_Plus)94.4
CodeEditorBench Plus - Code Translate (Three-shot)44.3pass@1 (%, greedy decoding, three-shot, CodeEditorBench_Plus94.4
CodeEditorBench Plus - Code Translate (Zero-shot)37.8pass@1 (%, greedy decoding, zero-shot, CodeEditorBench_Plus)77.8
DROP82.4F1 Score66.7
MMMU Benchmark59.4Validation Score61.7
CodeEditorBench Plus - Code Requirement Switch (Three-shot)15.2pass@1 (%, greedy decoding, three-shot, CodeEditorBench_Plus61.1
CodeEditorBench Plus - Code Requirement Switch (Zero-shot)4.1pass@1 (%, greedy decoding, zero-shot, CodeEditorBench_Plus)33.3

Interactive version: theaggregate.ai/model?slug=gemini-1-0-ultra · How It Works · Data refreshed daily, snapshot 2026-11-08.