PipelineScore
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Head-to-head

gemma4:12b-it-qat_gpu vs Gemma

Gemma wins+4.5 pts (+6%)on the balanced composite.
local
gemma4:12b-it-qat_gpu
80.9MAINLINE
local
Winner
Gemma
85.5MAINLINE

Category-by-category

Higher bar wins each row.

gemma4:12b-it-qat_gpu
Category
Gemma
87.5
Code
87.5
+10.080.0
Reason
70.0-10.0
87.5
Tool Use
87.5
100.0
RAG
100.0
-85.10.0
Speed
85.1+85.1
gemma4:12b-it-qat_gpu
Provider
local
Released
Context
0K
Lab
Community
Gemma
Provider
local
Released
Context
0K
Lab
Community