Rank #7
Model result · rank #7
Claude Sonnet 5
OpenRouter · extra-high reasoning · Full + SWE + Hard measured. Public result card with the model’s overall score, lane measurements, runtime/cost telemetry, and ranking formula.
Full rank #12
SWE rank #10
Hard rank #3
100.0% reliability
All-around publication view
Score82.08
Formulamean(Full, SWE, Hard Intelligence)
BasisOpenRouter · extra-high reasoning · Full + SWE + Hard measured
The overall score averages the measured major lanes while keeping each source measurement visible.
Full / Agentic benchmark
Final81.64
Capability86.48
Agentic81.58
Pass rate88.4%
Prompts43
This lane captures instruction following, structured behavior, tool discipline, and general agentic reliability.
Software engineering MVP
SWE score78.08
Focused final73.09
Capability75.05
Daily driver71.94
Prompts24
This lane is closer to implementation usefulness: source handling, architecture cleanliness, and deliverable quality.
Hard Intelligence diagnostic
Hard score86.53
Active inquiry98.50
Online adaptation99.06
Self-repair86.04
Authority integrity62.50
Hard Intelligence measures active inquiry, online adaptation, evidence-driven self-repair, and authority/salience integrity.
Runtime economics
Total cost$2.812
Cost / scored item$0.034
Seconds / timed item12.51s
Runtime coverage100.0%
Recorded tokens / item13.7k
Token coverage100.0%
Cost, time, and token basis are normalized telemetry. They explain tradeoffs; they do not overwrite the capability score yet.
Interpretation
Why this result lands here.
The result is best read as a balanced benchmark entry: one overall score plus the lane measurements that produced it. Hard Intelligence score is 86.53 and contributes to the overall score alongside Full/Agentic and SWE. Measured with OpenRouter extra-high reasoning across Full/Agentic, SWE MVP, and Hard Intelligence. Hard Intelligence is a public diagnostic, not a hidden official score.