PipelineScore
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User profile

cli-native

4 runsFirst seen 2026-04-28Avg 78.0
Best PipelineScore
81.1MAINLINE
Total tokens22.1KAcross every task this user has run
Avg latency763msPer task, across all submissions
Tasks run1004 submissions x ~25 tasks
Rigs used3Distinct hardware tags

Category signature

Average score per category across all 4 runs.

Code
79.2
Reason
79.1
Write
75.9
Tool Use
78.4
RAG
75.4
Speed
78.7

Hardware mix

Rigs this user benchmarked on.

no hardware tag2 (50%)
m4-pro-48gb1 (25%)
ryzen-5950x-rtx-30601 (25%)

Provider mix

Where they spend their tokens.

alibaba2 (50%)
mistral1 (25%)
cohere1 (25%)

Models tried

Best score per model. Click a model to see its full page.

#ModelBest ScoreTier
1Qwen 3.6 72B81.1MAINLINE
2Mistral Large 280.0MAINLINE
3Command R+70.3FEEDER

All submissions

Every run, ordered by score.

#ModelScoreTier
1Qwen 3.6 72B81.1MAINLINE
2Qwen 3.6 72B80.8MAINLINE
3Mistral Large 280.0MAINLINE
4Command R+70.3FEEDER