Phi-Bench - Compression: leaderboard

Phi-Bench evaluates agents implementing and optimizing AI infrastructure, including kernels, serving, compression and system engineering. Scores combine correctness and performance under the paper's shared harness; task formats stay separate. This series reports Phi-Bench - Compression from 2609.10226v1, Sx3.T2: Infrastructure Score (%). Higher is better.

Metric: Infrastructure Score (%). Source: arxiv.org. Saturation forecast: Around 2029. 8 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 515.7#15
2Kimi K313.2#36
3GLM-5.29#82
4Qwen 3.8 Max8.3#35
5Claude Sonnet 56.6#67
6Qwen 3.7 Max5.9#88
7GPT-5.6 Sol3#22
8DeepSeek V4 Pro0.5#113

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #6 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=phi-bench-compression · How It Works · Data refreshed daily, snapshot 2026-11-07.