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gemma4:12b-it-qat_gpu vs qwen3.8:27b

qwen3.8:27b wins+5.3 pts (+7%)on the balanced composite.
local
gemma4:12b-it-qat_gpu
80.9MAINLINE
local
Winner
qwen3.8:27b
86.2MAINLINE

Category-by-category

Higher bar wins each row.

gemma4:12b-it-qat_gpu
Category
qwen3.8:27b
-12.587.5
Code
100.0+12.5
-10.080.0
Reason
90.0+10.0
87.5
Tool Use
87.5
100.0
RAG
100.0
-37.90.0
Speed
37.9+37.9
gemma4:12b-it-qat_gpu
Provider
local
Released
Context
0K
Lab
Community
qwen3.8:27b
Provider
local
Released
Context
0K
Lab
Community
gemma4:12b-it-qat_gpu vs qwen3.8:27b · PipelineScore