Rank #2
Model result · rank #2
Qwen3.7 Max
OpenRouter · extra-high reasoning. Public result card with the model’s overall score, lane measurements, runtime/cost telemetry, and ranking formula.
Full rank #9
SWE rank #1
100.0% reliability
All-around publication view
Score86.11
Formula50% Full + 50% SWE
BasisOpenRouter · extra-high reasoning
The overall score is calculated from the Full/Agentic and SWE lanes, keeping the aggregate comparable while preserving the measurements behind it.
Full / Agentic benchmark
Final83.24
Capability92.37
Agentic94.00
Pass rate93.0%
Prompts43
This lane captures instruction following, structured behavior, tool discipline, and general agentic reliability.
Software engineering MVP
SWE score88.99
Focused final78.27
Capability88.63
Daily driver74.14
Prompts24
This lane is closer to implementation usefulness: source handling, architecture cleanliness, and deliverable quality.
Runtime economics
Full cost$0.669
SWE cost$0.182
Full avg seconds16.21
SWE time740.56s
Decode45.00
Cost, time, and runtime basis are telemetry. They explain tradeoffs; they do not secretly overwrite the capability scores.
Interpretation
Why this result lands here.
This is a top-tier all-around entrant: the aggregate score remains close to the leader, with lane-level tradeoffs shown separately.