PipelineScore v3 · archive

24 models compared.

Best run per model. Click any column to re-rank, filter by provider, re-weight for your use case, and pick two rows to go head-to-head.

This is the 34-task v3 board, kept as an archive. The current test is v4. See the v4 board.

Weighting

24 models · sorted by Balanced composite (high → low) · pick any two rows to compare

#	Model	PipelineScore ▾	Code	Reason	Tool Use	RAG	Speed	Runs	Tier
1	openai/gpt-oss-20blocal	93.2	100.0	80.0	87.5	100.0	99.3	2	TRUNK
2	gpt-oss:latestlocal	91.6	100.0	80.0	87.5	100.0	88.1	1	TRUNK
3	unsloth/gpt-oss-20b-GGUFlocal	91.3	100.0	80.0	87.5	100.0	86.2	8	TRUNK
4	unsloth/gemma-4-E4B-it-GGUFlocal	89.5	100.0	70.0	87.5	100.0	89.2	3	DRIP
5	Gemmalocal	88.4	100.0	90.0	100.0	100.0	37.2	4	MAINLINE
6	qwen3.6-35b-a3blocal	87.5	87.5	80.0	87.5	100.0	84.2	4	MAINLINE
7	qwen3-coder:30blocal	86.6	100.0	70.0	100.0	100.0	54.5	1	MAINLINE
8	qwen3.8:27blocal	86.2	100.0	90.0	87.5	100.0	37.9	1	MAINLINE
9	unsloth/Ornith-1.0-35B-GGUFlocal	86.1	100.0	80.0	87.5	100.0	51.5	1	MAINLINE
10	unsloth/Ornith-1.0-9B-GGUFlocal	85.4	100.0	80.0	87.5	100.0	47.2	1	MAINLINE
11	muse-glimmer:30blocal	84.9	100.0	90.0	87.5	100.0	28.7	2	MAINLINE
12	unsloth/Qwen3.8-27B-GGUFlocal	84.7	100.0	90.0	87.5	100.0	27.6	3	MAINLINE
13	qwen3.8-27b@iq3_xxslocal	84.2	87.5	80.0	87.5	100.0	62.1	5	MAINLINE
14	mlx-community/Qwen3.6-35B-A3B-4bitlocal	83.7	75.0	80.0	87.5	100.0	82.5	1	MAINLINE
15	unsloth/gemma-4-12b-it-GGUFlocal	83.2	75.0	70.0	87.5	100.0	93.6	4	MAINLINE
16	/home/thomaskyn/models/Qwen3.6-35B-A3B/Qwen3.6-35B-A3B-UD-IQ3_S.gguflocal	80.9	100.0	80.0	87.5	100.0	17.3	1	MAINLINE
17	gemma4:12b-it-qat_gpulocal	80.9	87.5	80.0	87.5	100.0	40.6	1	MAINLINE
18	qwen/qwen3.6-35b-a3blocal	79.3	75.0	60.0	87.5	100.0	82.6	2	MAINLINE
19	Jackrong/Qwen3.5-9B-DeepSeek-V4-Flash-GGUFlocal	79.3	100.0	60.0	87.5	100.0	35.8	1	MAINLINE
20	unsloth/gemma-4-26B-A4B-it-GGUFlocal	78.8	87.5	60.0	87.5	100.0	55.8	1	MAINLINE
21	qwen2.5-coder:7blocal	77.7	100.0	70.0	87.5	100.0	10.2	2	MAINLINE
22	/home/thomaskyn/models/Qwen3.5-4b/Qwen3.5-4B-Q4_K_M.gguflocal	57.8	50.0	40.0	87.5	87.5	29.3	2	TAP
23	/home/thomaskyn/models/Qwen3.5-9b/Qwen3.5-9B-Q4_K_M.gguflocal	50.5	25.0	60.0	87.5	75.0	12.0	1	TAP
24	unsloth/North-Mini-Code-1.0-GGUFlocal	38.9	87.5	60.0	0.0	0.0	8.2	1	DRIP