PipelineScore
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User profile

benchmark-rat

3 runsFirst seen 2026-04-29Avg 75.3
Best PipelineScore
79.5MAINLINE
Total tokens17.4KAcross every task this user has run
Avg latency854msPer task, across all submissions
Tasks run753 submissions x ~25 tasks
Rigs used2Distinct hardware tags

Category signature

Average score per category across all 3 runs.

Code
74.3
Reason
75.6
Write
75.3
Tool Use
75.1
RAG
78.8
Speed
74.1

Hardware mix

Rigs this user benchmarked on.

m4-pro-48gb2 (67%)
ryzen-7950x-cpu-only1 (33%)

Provider mix

Where they spend their tokens.

alibaba1 (33%)
meta1 (33%)
cohere1 (33%)

Models tried

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

#ModelBest ScoreTier
1Qwen 3.6 72B79.5MAINLINE
2Llama 4 405B74.6FEEDER
3Command R+71.9FEEDER

All submissions

Every run, ordered by score.

#ModelScoreTier
1Qwen 3.6 72B79.5MAINLINE
2Llama 4 405B74.6FEEDER
3Command R+71.9FEEDER