# Grok 4.6Medium

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Canonical URL: https://benchize.com/models/grok-4-6-medium
Last updated: Thu, 22 Oct 2026 05:30:58 GMT

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## Benchmarks

| Benchmark | Score | ± | Rank | Cost | Latency | Source |  |
| --- | --- | --- | --- | --- | --- | --- | --- |
| [DeepSWE](https://benchize.com/benchmarks/deepswe%3Av1.1.md) | 67.48% | Range 65.2–69.76% | 20 / 70 | $3.45 | 895.54s | [deepswe](https://deepswe.datacurve.ai/artifacts/v1.1/leaderboard-live.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `pass_at_1` \| 0.6747787610619469 \| score_fraction \| scored_rollout_attempts \| Higher is better \| \| `pass_at_4` \| 0.8407079646017699 \| score_fraction \| tasks_with_one_passing_rollout \| Higher is better \| \| `cost_per_attempt` \| 3.4489837522123894 \| USD \| scored_attempt \| Lower is better \| \| `duration` \| 895.5380579646018 \| seconds \| scored_attempt \| Lower is better \| ### Configuration harness mini-swe-agent Reasoning effort medium sourceConfiguration mini_swe_agent_grok_4_6_medium ### Reported statistics Uncertainty Reported interval: 65.2–69.76% interval [0.6519707153331677,0.697586806790726] intervalMethod 95% run-to-run: SE across repeated whole-benchmark passes (1.96 * std(runs)/sqrt(R)) runCount 4 sampleSize 452 taskCount 113 ### Source [Original source](https://deepswe.datacurve.ai/artifacts/v1.1/leaderboard-live.json) Source deepswe Original model label grok-4-6 Observed 2026-10-22T03:50:05.889Z Evidence SHA-256 `a7c15d66288fd249c020b9931c017b92d1a3b90e480b3ff34974b752bd030019` Source locator `/rows/19` |  |  |  |  |  |  |  |
| [ARC-AGI-2](https://benchize.com/benchmarks/arc-prize%3Av2_Semi_Private.md) | 61.25% | — | 75 / 243 | 0.66usd per task | — | [arc prize · v2](https://arcprize.org/media/data/leaderboard/v2.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.6125 \| score_fraction \| v2_Semi_Private \| Higher is better \| \| `cost_per_task` \| 0.6586968666666668 \| usd_per_task \| v2_Semi_Private \| Lower is better \| ### Configuration evaluationSplit v2_Semi_Private harness Not reported modelGroup xai-grok-4-6 modelType CoT Reasoning effort medium sourceModelVersion xai-grok-4-6-medium thinkingEnabled true ### Source [Original source](https://arcprize.org/media/data/leaderboard/v2.json) Source arc prize Original model label Grok 4.6 (Medium) Source version v2 Observed 2026-10-22T05:20:04.306Z Evidence SHA-256 `4351eb696e78113b0459e9bb5f0258318b905efef34f473dcea51ce641b0d94d` Source locator `/evaluations/211` |  |  |  |  |  |  |  |
| [FrontierCode 1.1 main](https://benchize.com/benchmarks/frontiercode%3Av1_1%3Amain.md) | 46.06% | — | 41 / 125 | $1.98 | — | [frontiercode](https://cognition.com/data/frontiercode-leaderboard/data.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.4606 \| score_fraction \| blocking_criteria_adjusted \| Higher is better \| \| `correct` \| 0.512 \| score_fraction \| raw_rubric \| Higher is better \| \| `cost` \| 1.9762 \| USD \| per_rollout \| Lower is better \| ### Configuration harness grok-build Reasoning effort medium sourceVersion v1_1 subset main ### Reported statistics flaggedRate 0.006 sampleSize 100 ### Source [Original source](https://cognition.com/data/frontiercode-leaderboard/data.json) Source frontiercode Original model label Grok 4.6 Observed 2026-10-21T16:31:00.878Z Evidence SHA-256 `ff0040778b7bdf69c705ad7474f771fb5e53cfaf5cf8573b3a4614153543d75f` Source locator `/v1_1/data/Grok%204.6/medium/main` |  |  |  |  |  |  |  |
| [FrontierCode 1.1 extended](https://benchize.com/benchmarks/frontiercode%3Av1_1%3Aextended.md) | 59.62% | — | 32 / 125 | $1.65 | — | [frontiercode](https://cognition.com/data/frontiercode-leaderboard/data.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.5962 \| score_fraction \| blocking_criteria_adjusted \| Higher is better \| \| `correct` \| 0.6547 \| score_fraction \| raw_rubric \| Higher is better \| \| `cost` \| 1.6501 \| USD \| per_rollout \| Lower is better \| ### Configuration harness grok-build Reasoning effort medium sourceVersion v1_1 subset extended ### Reported statistics flaggedRate 0.004 sampleSize 150 ### Source [Original source](https://cognition.com/data/frontiercode-leaderboard/data.json) Source frontiercode Original model label Grok 4.6 Observed 2026-10-21T16:31:00.878Z Evidence SHA-256 `ff0040778b7bdf69c705ad7474f771fb5e53cfaf5cf8573b3a4614153543d75f` Source locator `/v1_1/data/Grok%204.6/medium/extended` |  |  |  |  |  |  |  |
| [ARC-AGI-1](https://benchize.com/benchmarks/arc-prize%3Av1_Semi_Private.md) | 87.5% | — | 87 / 245 | 0.3usd per task | — | [arc prize · v1](https://arcprize.org/media/data/leaderboard/v1.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.875 \| score_fraction \| v1_Semi_Private \| Higher is better \| \| `cost_per_task` \| 0.30111846000000003 \| usd_per_task \| v1_Semi_Private \| Lower is better \| ### Configuration evaluationSplit v1_Semi_Private harness Not reported modelGroup xai-grok-4-6 modelType CoT Reasoning effort medium sourceModelVersion xai-grok-4-6-medium thinkingEnabled true ### Source [Original source](https://arcprize.org/media/data/leaderboard/v1.json) Source arc prize Original model label Grok 4.6 (Medium) Source version v1 Observed 2026-10-22T05:20:04.066Z Evidence SHA-256 `2bf68d22dafba37047d07ad833ebc0e8199c9aa2f9eeaed50c75c1b704462836` Source locator `/evaluations/210` |  |  |  |  |  |  |  |

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Cite as: Grok 4.6Medium — Benchize, https://benchize.com/models/grok-4-6-medium (retrieved 2026-10-22)