GLM-5.3 Coding Benchmark
How GLM-5.3 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: 6 days ago (October 1, 2026), with OpenCode.
| # | 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 | |
| ⋯ 14 places not shown ⋯ | |||||||||||||
| 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 | |
| 22 | Deepseek-V4.1-Flash (High) | 54.35 | $0.03 | 03:17 | OpenCode | 16.65 | 18.67 | 5.83 | 2.2 | 3.5 | 4 | 3.5 | |
| 23 | MiMo-V2.6 Pro (High) | 53.81 | $0.09 | 15:04 | OpenCode | 17.41 | 18 | 6.25 | 2.2 | 2.95 | 4.5 | 2.5 | |
| 24 | Qwen 3.8 Max (0902) (High) | 53.39 | $0.40 | 11:49 | OpenCode | 17.75 | 18 | 4.69 | 2.5 | 3.75 | 4.5 | 2.2 | |
Tutorials about GLM-5.3
Video
· Aug 16, 2026
· High effort
I Tested NEW GLM-5.3 and I'm Impressed
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.
