The data does not. Every number in this index is served as JSON from a public, key-free API — start at /v1/leaderboard for the ranked table, or /v1/snapshot for the whole published index, /v1/models, /v1/benchmarks, /v1/families and /v1/hardware for the individual collections.
LamRA-Ret-Qwen2.5VL-7b by code-kunkun: Embedding benchmarks, pricing and specs, with a source on every number.