PipelineScore
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gemma4:12b-it-qat_gpu vs qwen3.6-35b-a3b

qwen3.6-35b-a3b wins+5.4 pts (+7%)on the balanced composite.
local
gemma4:12b-it-qat_gpu
80.9MAINLINE
local
Winner
qwen3.6-35b-a3b
86.3MAINLINE

Category-by-category

Higher bar wins each row.

gemma4:12b-it-qat_gpu
Category
qwen3.6-35b-a3b
87.5
Code
87.5
+5.080.0
Reason
75.0-5.0
87.5
Tool Use
87.5
100.0
RAG
100.0
-83.70.0
Speed
83.7+83.7
gemma4:12b-it-qat_gpu
Provider
local
Released
Context
0K
Lab
Community
qwen3.6-35b-a3b
Provider
local
Released
Context
0K
Lab
Community