PipelineScore
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gemma4:12b-it-qat_gpu vs qwen3-coder:30b

qwen3-coder:30b wins+5.6 pts (+7%)on the balanced composite.
local
gemma4:12b-it-qat_gpu
80.9MAINLINE
local
Winner
qwen3-coder:30b
86.6MAINLINE

Category-by-category

Higher bar wins each row.

gemma4:12b-it-qat_gpu
Category
qwen3-coder:30b
-12.587.5
Code
100.0+12.5
+10.080.0
Reason
70.0-10.0
-12.587.5
Tool Use
100.0+12.5
100.0
RAG
100.0
-54.50.0
Speed
54.5+54.5
gemma4:12b-it-qat_gpu
Provider
local
Released
Context
0K
Lab
Community
qwen3-coder:30b
Provider
local
Released
Context
0K
Lab
Community