PipelineScore
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User profile

shipfastly

3 runsFirst seen 2026-05-07Avg 79.0
Best PipelineScore
88.2MAINLINE
Total tokens18.2KAcross every task this user has run
Avg latency875msPer task, across all submissions
Tasks run753 submissions x ~25 tasks
Rigs used3Distinct hardware tags

Category signature

Average score per category across all 3 runs.

Code
81.0
Reason
80.9
Write
76.9
Tool Use
78.0
RAG
77.0
Speed
79.9

Hardware mix

Rigs this user benchmarked on.

m3-max-128gb1 (33%)
m2-ultra-192gb1 (33%)
rtx-4090-24gb1 (33%)

Provider mix

Where they spend their tokens.

OpenAI1 (33%)
Alibaba1 (33%)
Mistral1 (33%)

Models tried

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

#ModelBest ScoreTier
1GPT-5.588.2MAINLINE
2Qwen 3.6 72B80.4MAINLINE
3Mistral Large 268.3FEEDER

All submissions

Every run, ordered by score.

#ModelScoreTier
1GPT-5.588.2MAINLINE
2Qwen 3.6 72B80.4MAINLINE
3Mistral Large 268.3FEEDER
shipfastly · PipelineScore