8.2 Global

qwen3-coder-next:latest

Judge: gemma4:31b · 144/160 tests · 56 min 48 s · 35.0 tok/s

79.7B · Q4_K_M · 48.2 GB · 262K ctx

Tools

Category breakdown

surprise 10.0

agentic 9.1

frontend 9.1

math 9.0

code 8.9

instruction 8.7

organization 8.6

reasoning 8.2

roleplay 7.8

multilingual 7.4

writing 7.4

long-context 7.3

safety 6.4