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Grok 4.6 Coding Benchmark

How Grok 4.6 ranks on the LLM Coding Leaderboard, shown next to the three models directly above and below it, with the top three models included for reference.

  • Last evaluated: 1 week ago (September 30, 2026), with Cursor.
# Model Total points
(max 80)
Avg cost
per prompt
Avg time
per prompt
Video Tested with Points per project
Laravel Code Quality
(max 20)
React-TS Code Quality
(max 20)
Bug Finding Test
(max 20)
CSV Import (PHP) Offline Sync (PHP) Bank Feed (Dart / Flutter) Shipping Quotes (Go)
1 GPT-6.1-Sol (High) 68.1 $0.22 07:26 Codex CLI 19.1 19 10 5 5 5 5
2 Opus 5.5 (High) 67.41 $0.79 03:10 Claude Code 18.5 19.33 9.58 5 5 5 5
3 GPT-6.1-Sol (Medium) 67.09 $0.14 03:53 Codex CLI 18.63 18.67 9.79 5 5 5 5
⋯ 11 places not shown ⋯
15 Space Bunny (Max) 57.19 N/A 19:19 OpenCode 17.61 16.5 4.58 5 4.5 4 5
16 SWE-2 (Max) 57.07 N/A 11:59 Devin 17.5 17.83 7.29 4 2.45 4 4
17 Kimi K3 (High) 56.89 $0.63 12:49 OpenCode 18.4 17.5 6.04 4.5 3.25 3.2 4
18 Grok 4.6 (High) 56.71 $0.77 09:19 Cursor 17.4 18 6.56 4 3.75 4.5 2.5
19 GPT-6-Luna (Xhigh) 56.4 $0.03 10:08 Codex CLI 17.02 17.17 6.46 4.5 3.75 3 4.5
20 GPT-6-Sol (Medium) 56.32 $0.21 03:26 Codex CLI 17.17 16 6.25 2.9 5 5 4
21 GLM-5.3 (High) 54.82 $0.19 04:58 OpenCode 17.55 17.67 4.9 3.5 3.2 4.5 3.5

Tutorials about Grok 4.6


How to read this

  • Each score measures a model-and-harness configuration, not the model in isolation.
  • Prices are calculated with API costs. Models tested on a subscription plan show N/A.
  • Full methodology and scoring formulas are explained in this article.

See every tested model side by side on the full LLM Coding Leaderboard.

Povilas Korop

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