HumanEval.org

Models

Gemini 3.8 Flash

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HumanEval ratings

Not rated yet — ratings appear with the next official snapshot once this model has eligible votes.

External benchmarks

Curated third-party results, shown as context with provenance — the HumanEval rating from blind human votes remains the verdict.

General Intelligence

LMArena Text Arena (overall)14941485 15032026-09-02LMArena
LiveBench — Overall75.82026-09-07LiveBench

Reasoning

LiveBench — Reasoning89.32026-09-07LiveBench

Coding

LiveBench — Coding72.52026-09-07LiveBench

Mathematics

LiveBench — Mathematics91.62026-09-07LiveBench

Agentic

LiveBench — Agentic Coding54.22026-09-07LiveBench
Terminal-Bench 4.019.1%15.7% 22.4%2026-09-02Terminal-Bench

Language

LiveBench — Language87.82026-09-07LiveBench

Data analytics

LiveBench — Data Analysis54.02026-09-07LiveBench

Instruction following

LiveBench — Instruction Following81.42026-09-07LiveBench

Benchmark percentile by metric group

Percentile of this model within the 19 listed LLM models per metric group (100 = best, averaged across the group's external benchmarks), against the roster median. External data only — not the HumanEval rating.

Win rate by opponent

No eligible head-to-head votes yet. Ties count as half a win for each side.

Sample battles

Curated prompts only, with vote tallies — voter identities are never published.

No published sample battles yet — battles appear here once this model has eligible votes on curated prompts.