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Grok 4.7 high vs Opus 5 medium

No clear quality winner: Opus 5 medium won 7, Grok 4.7 high won 6, 11 tied; Grok 4.7 high leads on cost and agent time: 1.2× cheaper and 1.2× faster.

24 tasksData from

Stet score

Grok 4.7 highcursor · high reasoningRank 5 of 15

62.195% range 51.7–71.7

Opus 5 mediummedium reasoningRank 4 of 15

63.795% range 53.3–73.61.6 points higher

A directional read: their 95% score ranges overlap.

Cost / task

Grok 4.7 high$5.761.2× cheaper
Opus 5 medium$6.78

Agent time / task

Grok 4.7 high18.9 min1.2× faster
Opus 5 medium23.2 min

Quality

Head-to-head matchups

Grok 4.7 high won6

Tied11

Opus 5 medium won7

Grok 4.7 high’s win share 52%, 95% range 36–67%Ties are within judge noise.

Task by task

Grok 4.7 high solved 1 task that Opus 5 medium didn’t, and Opus 5 medium solved 2 that Grok 4.7 high didn’t. Both solved 12; neither solved 9.

Grok 4.7 high only 1

  • stet-commit-f8ae1177Passed tests

Opus 5 medium only 2

  • stet-43493c52Passed tests
  • stet-commit-2826765eEquivalent to the merged fix

A task counts as solved when its tests passed or a judge found the fix equivalent to the merged change, as in the leaderboard’s Solved column. Stet score also weighs code quality, so it can order the two differently.

All 24 compared tasks
Task by task
TaskGrok 4.7 highOpus 5 mediumSolved by
stet-3169aefaPassed testsPassed testsBoth
stet-89dfbc27Passed testsPassed testsBoth
stet-b28f4fe7Passed testsPassed testsBoth
stet-232b50baPassed testsPassed testsBoth
stet-5276aa3fPassed testsPassed testsBoth
stet-commit-bbbbae09Passed testsPassed testsBoth
stet-15439c21Passed testsPassed testsBoth
stet-66762b4cPassed testsPassed testsBoth
stet-commit-5d766ddeEquivalent to the merged fixEquivalent to the merged fixBoth
stet-commit-f0caded9Equivalent to the merged fixPassed testsBoth
stet-43493c52FailedPassed testsOpus 5 medium only
stet-6f84e978Passed testsPassed testsBoth
stet-2450ca2dPassed testsPassed testsBoth
stet-commit-f8ae1177Passed testsFailedGrok 4.7 high only
stet-commit-342d0ac0FailedFailedNeither
stet-commit-60a0e6c2FailedFailedNeither
stet-commit-5e075641FailedFailedNeither
stet-commit-2826765eFailedEquivalent to the merged fixOpus 5 medium only
stet-commit-a8716b88FailedFailedNeither
stet-commit-e928166fFailedFailedNeither
stet-commit-30506f8eFailedFailedNeither
stet-commit-87814583FailedFailedNeither
stet-commit-d2ab0c25FailedFailedNeither
stet-commit-e41c2e2dFailedFailedNeither

Side by side

Side by side
MetricGrok 4.7 highOpus 5 medium
Harnesscursor—
Reasoning efforthighmedium
Rank5 of 154 of 15
Stet score62.195% range 51.7–71.763.795% range 53.3–73.6
Solved13/2411 passed, 2 judged equivalent14/2412 passed, 2 judged equivalent
Cost / task$5.76$6.78
Agent time / task18.9 min23.2 min

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