Released
9 Jul 2025
Status
Retired
Retired
15 May 2026
Context
256K
Max output
64K
Input per 1M tokens
$3.00
Output per 1M tokens
$15.00
Open weights
No
License
proprietary
Parameters
—
Knowledge cutoff
—
Reasoning
Yes
Modalities
text, image → text

Category scores

Out of 100, from independent and third-party results only, by method category-2026-09-29.1.

Category scores
CategoryScoreRankCoverage
Knowledge & reasoning38.4382 of 4
Coding & software engineering79.6Not ranked1 of 5
Agentic tool use45.552 of 2
Human preference51.6Not ranked1 of 5

Benchmark results

Every result we hold for this model, with who ran it and where it was published.

Knowledge & reasoning

Knowledge & reasoning results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Chess PuzzlesPuzzles solved28.0%Independent—30 Jan 2026Epoch AI
SimpleBenchScore (AVG@5)60.5%Third party——https://lmcouncil.ai/benchmarks via Epoch AI

Scientific reasoning

Scientific reasoning results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
GPQA DiamondAccuracy87.0%Independent——Epoch AI

Mathematics

Mathematics results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
FrontierMath Tier 4 (v1)Accuracy2.1%Independent—11 Aug 2025Epoch AI
FrontierMath Tiers 1-3 (v1)Accuracy19.7%Independent—13 Nov 2025Epoch AI
OTIS Mock AIME 2024-2025Accuracy84.0%Independent——Epoch AI

Coding & software engineering

Coding & software engineering results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Aider PolyglotPercent correct79.6%Third party——Aider LLM Leaderboards via Epoch AI
Aider PolyglotPercent correct79.6%Third partyhigh—https://aider.chat/docs/leaderboards/ via Epoch AI
CybenchUnguided challenges solved43.0%Self-reported——Grok 4 Model Card via Epoch AI
METR Time HorizonsAverage task success (Epoch's column)66.6%Third party——METR - Measuring AI Ability to Complete Long Tasks via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)27.2%Third party——Terminal-Bench v2 Leaderboard via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)27.2%Third party——https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)25.4%Third party——Terminal-Bench v2 Leaderboard via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)25.4%Third party——https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)23.1%Third party——https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)23.1%Third party——Terminal-Bench v2 Leaderboard via Epoch AI
WeirdML (v2)Average accuracy45.7%Third party——https://htihle.github.io/weirdml.html via Epoch AI

Agentic tool use

Agentic tool use results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
BALROGAverage progress43.6%Third party——https://balrogai.com/ via Epoch AI
Deep Research Bench (FutureSearch)Average score47.3%Third party——https://evals.futuresearch.ai/#drb via Epoch AI

Professional knowledge work

Professional knowledge work results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
GDPvalWins vs experts21.1%Source not statedhigh—Epoch AI via Epoch AI

Long context

Long context results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Fiction.LiveBench% correct at 16K tokens (Epoch's column)94.4%Third party——Fiction.live leaderboard via Epoch AI

Vision & multimodal understanding

Vision & multimodal understanding results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
GeoBenchCountry accuracy45.0%Third party——GeoBench leaderboard via Epoch AI

Writing

Writing results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
LLM Creative Story-Writing Benchmark V1 (Lech Mazur)Mean rubric score (percent of the 10-point scale)76.9%Third party——lechmazur/writing Github repository via Epoch AI

Human preference

Human preference results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Text Arena (arena.ai)Arena score (Elo scale)1411Independent—25 Sep 2026Arena
Text Arena (arena.ai)Votes39389Independent—25 Sep 2026Arena
Vision Arena (arena.ai)Arena score (Elo scale)1184Independent—28 Sep 2026Arena
Vision Arena (arena.ai)Votes30195Independent—28 Sep 2026Arena

Other Grok versions

Sources