Toolathlon B

AI benchmark · Agentic

Domains
Agentic
Tier
B why
Snapshot

What is Toolathlon?

A tool-use benchmark focused on selecting, sequencing, and completing tasks with external tools.

Tier B

B

Established: 15 or more models scored, or curated RL directories rate it.

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.

  • 47 models scored
  • in curated RL directories (2 pts)

On X · well regarded, low buzz, from 3 posts about Toolathlon in the last month

Toolathlon is cited as a standard agentic tool-use benchmark in model launches, training results, and leaderboard-based routing pitches, with no complaints seen.

@TolokaAI ↗ · @merge_api ↗ · @intern_11 ↗

How we got to tier B
  1. Adoption: 47 models scored. Tier B.
  2. On X: well regarded, low buzz. “Toolathlon is cited as a standard agentic tool-use benchmark in model launches, training results, and leaderboard-based routing pitches, with no complaints seen.” No move.
  3. In curated RL directories: 2 points, a floor of C.
  4. Not yet confirmed by a line from its own site or paper.

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

Not on the map yet: no line from its own site or paper places it in a domain.

Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.