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User profile
edge-deployer
8 runsFirst seen 2026-04-15Avg 66.0
Total tokens43.2KAcross every task this user has run
Avg latency805msPer task, across all submissions
Tasks run2008 submissions x ~25 tasks
Rigs used5Distinct hardware tags
Category signature
Average score per category across all 8 runs.
Code
66.3
Reason
64.3
Write
66.7
Tool Use
65.8
RAG
66.5
Speed
66.6
Hardware mix
Rigs this user benchmarked on.
rtx-4080-16gb2 (25%)
rtx-3060-12gb2 (25%)
ryzen-7950x-cpu-only2 (25%)
m2-pro-16gb1 (13%)
rtx-4070-12gb1 (13%)
Provider mix
Where they spend their tokens.
tii3 (38%)
alibaba1 (13%)
microsoft1 (13%)
zhipu1 (13%)
zyphra1 (13%)
openbmb1 (13%)
Models tried
Best score per model. Click a model to see its full page.
| # | Model | Best Score | Tier |
|---|---|---|---|
| 1 | Qwen 3 8B Instruct | 71.2 | FEEDER |
| 2 | Phi 4 14B | 69.3 | FEEDER |
| 3 | Falcon 3 10B Instruct | 68.4 | FEEDER |
| 4 | GLM 4 9B Chat | 65.5 | FEEDER |
| 5 | Falcon Mamba 7B | 62.8 | FEEDER |
| 6 | Zamba 2 7B Instruct | 62.5 | FEEDER |
| 7 | MiniCPM-V 2.6 8B | 60.7 | FEEDER |
All submissions
Every run, ordered by score.
| # | Model | Score | Tier |
|---|---|---|---|
| 1 | Qwen 3 8B Instruct | 71.2 | FEEDER |
| 2 | Phi 4 14B | 69.3 | FEEDER |
| 3 | Falcon 3 10B Instruct | 68.4 | FEEDER |
| 4 | Falcon 3 10B Instruct | 67.3 | FEEDER |
| 5 | GLM 4 9B Chat | 65.5 | FEEDER |
| 6 | Falcon Mamba 7B | 62.8 | FEEDER |
| 7 | Zamba 2 7B Instruct | 62.5 | FEEDER |
| 8 | MiniCPM-V 2.6 8B | 60.7 | FEEDER |