Agentic Commerce World (ACWorld) Benchmark C

AI benchmark

Tier
C why
Snapshot

Open benchmark ↗github.com/shichengf/ACWorld

What is Agentic Commerce World (ACWorld) Benchmark?

ACWorld Benchmark evaluates Buyer and Merchant agents conducting commerce tasks (product discovery, negotiation, transactions, after-sales) in a shared auditable market environment, with a 200-task capability track and a 60-task large-catalog track.

Paper: arxiv.org/abs/2608.02441v1 ↗

Tier C

C

Niche: a handful of models scored, or built by an RL vendor.

How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

  • 9 models scored
  • in curated RL directories (1 pt)
How we got to tier C
  1. Adoption: 9 models scored. Tier C.
  2. Not yet read on X.
  3. In curated RL directories: 1 point, a floor of none.
  4. Confirmed: a line from its own site or paper places it.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Where Agentic Commerce World (ACWorld) Benchmark sits

Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map

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Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-19 snapshot.