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Benchmark profile

Gert Labs Composite Game Benchmark (Gert Labs)

A game-environment benchmark that evaluates AI models in novel games covering strategic planning, resource management, spatial reasoning, cooperation, and theory of mind.

Data verified

Benchmark score on Gert Labs — July 16, 2026

BenchLM mirrors the published score view for Gert Labs. Claude Opus 4.8 leads the public snapshot at 72.97% , followed by GPT-5.5 (72.93%) and Claude Opus 4.7 (65.59%). BenchLM does not use these results to rank models overall.

56 modelsAgenticCurrentDisplay onlyUpdated July 16, 2026

Benchmark score table (56 models)

Score
1
Claude Opus 4.8Anthropic · Closed
72.97%
2
GPT-5.5OpenAI · Closed
72.93%
3
Claude Opus 4.7Anthropic · Closed
65.59%
4
GPT-5.4OpenAI · Closed
64.89%
5
Qwen3.7 MaxAlibaba · Closed
64.27%
6
Claude Opus 4.5Anthropic · Closed
64.23%
7
Gemini 3 ProGoogle · Closed
63.23%
8
Claude Sonnet 4.6Anthropic · Closed
62.92%
9
Gemini 3.5 FlashGoogle · Closed
62.80%
10
MiMo-V2.5-ProXiaomi · Closed
62.70%
11
Claude Opus 4.6Anthropic · Closed
61.85%
12
GLM-5.1Z.AI · Open weight
60.11%
13
GPT-5.3 CodexOpenAI · Closed
57.47%
14
Kimi K2.6Moonshot AI · Open weight
56.82%
15
Gemini 3 FlashGoogle · Closed
56.63%
16
Qwen3.6-27BAlibaba · Open weight
54.84%
17
DeepSeek V4 FlashDeepSeek · Open weight
54.35%
18
GPT-5.2-CodexOpenAI · Closed
51.79%
19
Step 3.7 FlashStepFun · Open weight
51.57%
20
GLM-5Z.AI · Open weight
50.99%
21
Qwen3.6 PlusAlibaba · Closed
50.60%
22
DeepSeek V4 ProDeepSeek · Open weight
50.28%
23
Gemini 3.1 ProGoogle · Closed
49.91%
24
GPT-5.1-CodexOpenAI · Closed
49.68%
25
Grok Build 0.1xAI · Closed
49.15%
26
Claude Sonnet 4.5Anthropic · Closed
48.51%
27
Grok 4.1 FastxAI · Closed
47.32%
28
MiMo-V2.5Xiaomi · Closed
46.89%
29
Qwen3.5 397BAlibaba · Open weight
46.76%
30
GPT-5.2OpenAI · Closed
46.54%
31
Kimi K2.5Moonshot AI · Open weight
45.88%
32
Grok 4.3xAI · Closed
43.86%
33
Qwen3 MaxAlibaba · Closed
43.74%
34
Qwen3.6-35B-A3BAlibaba · Open weight
42.65%
35
Grok 4xAI · Closed
42.34%
36
Gemini 2.5 ProGoogle · Closed
42.01%
37
GPT-5.1OpenAI · Closed
41.24%
38
MiniMax M2.7MiniMax · Open weight
40.40%
39
GLM-4.7Z.AI · Open weight
39.95%
40
Claude 4 SonnetAnthropic · Closed
39.66%
41
Qwen3.5-27BAlibaba · Open weight
39.41%
42
MiniMax M2.5MiniMax · Closed
39.11%
43
Mistral Medium 3.5 128BMistral · Open weight
39.10%
44
Gemini 3.1 Flash-LiteGoogle · Closed
38.46%
45
Grok 4.20xAI · Closed
38.36%
46
Hy3 PreviewTencent · Open weight
36.91%
47
MiMo-V2-ProXiaomi · Closed
36.68%
48
Gemma 4 31BGoogle · Open weight
35.26%
49
Kimi K2.5 (Reasoning)Moonshot AI · Closed
32.58%
50
Trinity-Large-ThinkingArcee AI · Open weight
32.55%
51
GLM-5V-TurboZ.AI · Closed
30.76%
52
GPT-OSS 120BOpenAI · Open weight
29.61%
53
DeepSeek V3.2DeepSeek · Open weight
29.57%
54
Qwen3.5-35B-A3BAlibaba · Open weight
28.96%
55
GPT-4.1OpenAI · Closed
25.65%
56
Nemotron 3 Super 120B A12BNVIDIA · Open weight
25.34%

The published Gert Labs snapshot is tightly clustered at the top: Claude Opus 4.8 sits at 72.97%, while the third row is only 7.38 points behind. The broader top-10 spread is 10.27 points, so the benchmark still separates strong models even when the leaders cluster.

56 models have been evaluated on Gert Labs. The benchmark falls in the Agentic category. This category carries a 22% weight in BenchLM.ai's overall scoring system. Gert Labs is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.

About Gert Labs

Year

2026

Tasks

Novel game environments

Format

Composite game leaderboard

Difficulty

Agentic coding and decision-making

The public Gert Labs leaderboard reports a composite 0-100 metric derived from average and median percentile across games, success rate, and response-time penalty. The combined leaderboard blends agentic coding, one-shot coding, and social decision-making modes.

BenchLM freshness & provenance

Version

Gert Labs 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

FAQ

What does Gert Labs measure?

A game-environment benchmark that evaluates AI models in novel games covering strategic planning, resource management, spatial reasoning, cooperation, and theory of mind.

Which model scores highest on Gert Labs?

Claude Opus 4.8 by Anthropic currently leads with a score of 72.97% on Gert Labs.

How many models are evaluated on Gert Labs?

56 AI models have been evaluated on Gert Labs on BenchLM.

Last updated: July 16, 2026 · BenchLM version Gert Labs 2026

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