BenchLeader

Grok 4.1

Reasoning effort

Grok 4.1 is a SpaceXAI proprietary reasoning model, released 17 Nov 2025. Its best configuration ranks #184 of 785 on the BenchLeader Index at 57.2 ±2.7, in the upper half. The ± is the point: 242 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in human preference (65) and lowest in agents & tools (56). It has been measured at 2 reasoning-effort settings; this summary describes the best-scoring one, and the tabs above switch between them. Last measured 22 Oct 2026.

Blended price
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Output speed
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First answer
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Context
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Full answer
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Cost per run
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Released
17 Nov 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index57
  2. Reasoning64
  3. Coding63
  4. Agents & tools56
  5. Maths60
  6. Human preference65

Versions

SpaceXAI has shipped 11 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.

ModelReleasedIndexRank
Grok 4.7high21 Sept 202663.9#59
Grok 4.6medium11 Aug 202664.2#56
Grok 4.5high8 Jul 202659.3#134
Grok 4.3medium17 Apr 202658.7#147
Grok 4.2high10 Mar 2026––
Grok 4.20thinking17 Feb 202658.6#148
Grok 4.1this page17 Nov 202557.2#184
Grok 49 Jul 202558.0#161
Grok 317 Feb 202551.5#340
Grok 212 Dec 202441.9#612
Grok 4.20 1–––

Reasoning-effort configurations

The same model behaves differently depending on how much it is allowed to think. Each row is one setting, scored only on the benchmarks that were run at that setting. “Not stated” collects results from publishers that did not say which setting they used; for a reasoning model that is usually its thinking mode, but we do not assume it. Pick a setting here or at the top of the page to see its price, speed and category scores.

EffortIndexRankSpeedFirst answerChat reply costCategories
thinking54.6#250–––Coding 38 · Human preference 65 · Maths 62 · Reasoning 64
not statedbest57.2#184–––Agents & tools 56 · Coding 63 · Human preference 65 · Maths 60 · Reasoning 64

How its index has moved

8 Sept 2026 to 21 Oct 2026
525660
  • not stated
  • thinking

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarkthinkingnot statedSourceTrend
Arena Hard Prompts1477#701474#78Arena (LMArena)

Coding

Benchmarkthinkingnot statedSourceTrend
Arena Coding1500#801492#90Arena (LMArena)
Arena WebDev1215#132–Arena (LMArena)

Agents & tools

Benchmarknot statedSourceTrend
Cybench39.0%#6Cybench

Maths

Benchmarkthinkingnot statedSourceTrend
Arena Maths1442#901426#110Arena (LMArena)

Instruction following

Benchmarkthinkingnot statedSourceTrend
Arena Instruction Followingnot in index1429#941431#93Arena (LMArena)

Human preference

Benchmarkthinkingnot statedSourceTrend
Arena Text1465#541459#61Arena (LMArena)
Arena Creative Writingnot in index1426#761431#71Arena (LMArena)
Arena Multi-turnnot in index1458#781461#75Arena (LMArena)
Arena Longer Queriesnot in index1447#941451#87Arena (LMArena)

More from SpaceXAI

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See also

Questions people ask

What are Grok 4.1's benchmark scores?
As of 24 Oct 2026, Grok 4.1 scores 57.2 ±2.7 on the BenchLeader Index, strongest in human preference (65) and weakest in agents & tools (56). That rests on 5 independent benchmark results, and every score on this page links to its publisher.
How does Grok 4.1 rank?
Grok 4.1 is #184 of 785 ranked configurations on 24 Oct 2026. 242 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
When was Grok 4.1 released?
SpaceXAI released Grok 4.1 on 17 Nov 2025. BenchLeader has results for it at 2 reasoning-effort settings.

Data as of 24 Oct 2026. Compare these configurations.

Cite as: BenchLeader, “Grok 4.1: benchmarks, pricing, speed and rank”, data as of 24 Oct 2026, https://www.benchleader.com/models/grok-4-1.