Benchmark: 10 Coding Agents Run Local Qwen 27B, Token Use Varies 10x

A developer benchmarked 10 coding agents on a unified sandbox running Qwen 3.8 27B locally via llama.cpp on a MacBook Pro M5 Max. Token usage varied more than 10x, with Pi the most efficient at about 9.2k tokens per task.

2026-10-30 ~ 2026-10-30 · 2 related posts

• 10 coding agents tested on local Qwen 3.8 27B: Pi wins on efficiency at 9.2k tokens per task — latent_lurker8587 · 2026-10-30

1 near-duplicate retellings: latent_lurker8587