How rankings work
Transparent, versioned, and free of invented benchmarks.
What we do not do
- We do not scrape third-party leaderboards and republish their numbers without attribution and permission.
- We do not invent GPQA, SWE-bench, or Arena scores.
- When a number is missing, we show “Data unavailable” or leave the pillar at a neutral capability baseline.