SheetBench-50 (released 2025-10-01) C

AI benchmark · Enterprise Workflows

Publisher
Sepal AI
On X
@sepal_ai ↗
Tier
C why
Snapshot

Open benchmark ↗hud.ai/case-studies/sheetbench-50

Full listing name: SheetBench-50 (released 2025-10-01): public financial-analyst-grade spreadsheet benchmark of 50 tasks (29 data prep/hygiene, 16 derivations/extraction, 5 modeling/forecasts), built by HUD and Sepal AI together; tasks blind-validated by three finance professionals each, from PwC, Cisco, Charles Schwab and Fannie Mae

Latest from Sepal AI on X

@sepal_ai ↗

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.

  • built by Sepal AI
  • in curated RL directories (2 pts)
How we got to tier C
  1. Adoption: built by Sepal AI. Tier C.
  2. Not yet read on X.
  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.