SRE Skills Bench - Kubernetes: leaderboard

SRE Skills Bench — accuracy on Kubernetes operations tasks.

Metric: Accuracy (%). Source: sreskillsbench.com. Saturation forecast: Estimated already saturated. 23 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)99.3#58
2GPT-5.499.3#79
3Claude Opus 4.799.3#49
4GPT-5.3 Codex98.6#69
5GPT-5.2 Pro98.6#61
6Kimi K2.597.9#144
7GPT-5.5 (High)97.9#31 (GPT-5.5)
8Claude Opus 4.697.3#63
9Gemini 3 Pro97.3#80
10Claude Opus 4.596.6#83
11Claude Sonnet 4.694.5#90
12GPT-5.1 Codex Max94#100
13GPT-5.293.2#110
14GPT-5.190.2#135
15Gemini 3.1 Flash Lite89.7#191

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=sre-skills-bench-kubernetes · How It Works · Data refreshed daily, snapshot 2026-10-20.