DealTrace Bench (2026-05/06): C

Name: DealTrace Bench (2026-05/06):
Creator: Halluminate
Keywords: Computer Use,Enterprise Workflows

AI benchmark · Computer Use

Publisher: Halluminate
Domains: Computer Use Enterprise Workflows
On X: @HalluminateAI ↗
Tier: C why
Snapshot: October 11, 2026

Open benchmark ↗halluminate.ai/blog/dealtrace

Full listing name: DealTrace Bench (2026-05/06): https://www.halluminate.ai/blog/dealtrace

Latest from Halluminate on X

@HalluminateAI ↗

We've raised a $30M to build the data research lab for knowledge work. We're hiring across engineering, research, ops, and more. Join us:
— HalluminateAI (@HalluminateAI) Oct 1, 2026
Halluminate Department of Research (HDR) here! We'll see you at EMNLP 2026 in Budapest with an oral presentation of our DealTrace benchmark, by Alinа Hyk, at FinNLP-2026 workshop🎉 Deal analysis is one of the most demanding tasks an AI agent can take on. The agent has to read a long selling document against the Excel model behind it, rebuild the forecast, and defend an investment recommendation, and a mistake at any step can carry through to the final answer without being visible in it. DealTrace was built to make that visible; we evaluated six frontier models under different levels of scaffolding, from no guidance to a structured method with a critique pass, on real private equity and M&A deal packages. Every claim in the recommendation is traced to the step that produced it, so the benchmark shows where an analysis fails rather than only scoring the final answer. If you work on agentic evaluation or AI in finance, we are looking forward to connecting at the conference; reach out!
— HalluminateAI (@HalluminateAI) Sep 2, 2026
NeurIPS workshop deadline Aug 29? Grind it out at Halluminate's SF office, 10am–midnight. This is a rare chance to network and get direct feedback from both our research and engineering teams! Food and good vibes provided!
— HalluminateAI (@HalluminateAI) Aug 26, 2026

What is DealTrace Bench (2026-05/06):?

DealTrace Bench measures how well LLM agents review real private-equity deal packages across five staged steps (extract, reconcile, forecast, market, recommend) to produce a traceable investment recommendation.

Finance mostly
“DealTrace is built from ten real private-equity and M&A deal packages, the kind an analyst actually receives”
halluminate.ai/blog/dealtrace ↗

Tier 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 Halluminate
in curated RL directories (2 pts)

How we got to tier C

Adoption: built by Halluminate. Tier C.
Not yet read on X.
In curated RL directories: 2 points, a floor of C.
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 DealTrace Bench (2026-05/06): sits

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