Gemini 3 Flash (Preview): benchmark results

Google preview Gemini 3 Flash model, a speed-oriented Flash-tier Gemini 3 snapshot. Provider: Google. Released 2025-12-17. Access: API.

Aggregate Rating 1779 ± 3, rank #82 of 1656 rated models, from 1757 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
ATC Safety-Oriented Language Understanding Eval69.22Risk Score (imported)100
AgentProcessBench81.6StepAcc (%): share of assistant steps, pooled over trajector100
AgentProcessBench - BFCL First-Error Accuracy64FirstErrAcc (%): share of trajectories where the judge locat100
AgentProcessBench - BFCL Step Accuracy81.8StepAcc (%): share of assistant steps, pooled over trajector100
AgentProcessBench - First-Error Accuracy65.8FirstErrAcc (%): share of trajectories where the judge locat100
AgentProcessBench - GAIA First-Error Accuracy65.2FirstErrAcc (%): share of trajectories where the judge locat100
AgentProcessBench - GAIA Step Accuracy79.7StepAcc (%): share of assistant steps, pooled over trajector100
AgentProcessBench - HotPotQA Step Accuracy76.7StepAcc (%): share of assistant steps, pooled over trajector100
AgentProcessBench - tau2-Bench Step Accuracy83.4StepAcc (%): share of assistant steps, pooled over trajector100
AgentWebBench (Centralized Retrieval) - Question Answering60.38Answer accuracy (%, LLM judge) on 53 DeepResearchGym short-a100
AgentWebBench (Centralized Retrieval) - Web Search53.77NDCG@5 (%) on 354 MS MARCO Web Search queries whose relevant100
AgentWebBench (Embedding-Selected Tools) - Question Answering56.6Answer accuracy (%, LLM judge) on 53 DeepResearchGym short-a100

Interactive version: theaggregate.ai/model?slug=gemini-3-flash-preview · How It Works · Data refreshed daily, snapshot 2026-10-20.