AI model value leaderboard

Quality versus our CNY list price when available, or Artificial Analysis’s published cost per task. Prices and benchmark scores come from different sources and should be read separately.

117 model families (best published variant per family)

The value score combines normalized quality (65%) and normalized cost (35%, lower is better). Site prices are CNY point list rates; AA costs are a third-party USD-per-task figure and are not the same thing.

Sources

• Artificial Analysis Intelligence Index — Intelligence Index, cost per task, time per task and first-token latency from the official public leaderboard page.

FAQ

Where do these scores come from?

Every score comes from a public benchmark or official machine-readable file, with a source link and date. This site does not invent scores, and missing values are not treated as zero.

How is the overall score calculated?

Each source is min-max normalized within itself, then weighted: Artificial Analysis 28%, LMArena Text Arena 28%, LiveBench 22%, coding composite 15%, reasoning composite 7%. Missing sources are dropped and the rest are renormalized. A model needs at least two headline sources (or three partials) to enter the overall board. When several variants of one family exist, only the best overall variant is shown.

Are site prices part of the benchmarks?

No. Benchmark scores come from third-party public boards. CNY prices are this site’s catalogue reference rates (CNY 1 = 1,000 points) and are settled on actual usage. They are shown separately so billing is not confused with quality.

How often is this updated?

A collector runs automatically every day. The upstream boards may not publish a new snapshot daily, so each page shows both this site’s collection time and the source publication date.