Realm B

Name: Realm
Creator: micro1
Keywords: Multi-Domain

AI benchmark · Multi-Domain

Publisher: micro1
Domains: Multi-Domain
On X: @micro1_ai ↗
Tier: B why
Snapshot: October 11, 2026

Open benchmark ↗micro1.ai/benchmark/realm-legal

Latest from micro1 on X

@micro1_ai ↗

its time. welcome 😎
— micro1_ai (@micro1_ai) Oct 9, 2026
We're committing to spend $1B on enterprise data acquisition over the next 12 months. Learn more:
— micro1_ai (@micro1_ai) Oct 9, 2026
One of the most overlooked aspects of AI in healthcare is how much time it could give clinicians back with their patients. AI can act as a force multiplier for clinicians by handling check-ins, patient education, chart reviews, and intake, freeing up time for diagnosis, treatment, and the human connection that only they can provide. Link to the full conversation in the comments.
— micro1_ai (@micro1_ai) Oct 8, 2026

What is Realm?

Realm is micro1's benchmark series evaluating multi-step domain reasoning, notably long-horizon legal reasoning in litigation, transactional and compliance tasks, plus pathology-report reasoning.

Legal mostly
“We built Realm legal-reasoning to evaluate legal reasoning as a skill that develops across multiple steps.”
micro1.ai/benchmark/realm-legal ↗
Health and bio
“An evaluation of frontier models on extracting pathology-report facts, preserving diagnostic limits, and avoiding unsupported clinical escalation.”
micro1.ai/benchmark/realm-legal ↗

Who built Realm

micro1 built it
“We built Realm legal-reasoning to evaluate legal reasoning as a skill that develops across multiple steps.”
micro1.ai/benchmark/realm-legal ↗

Tier 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.

built by micro1
in curated RL directories (5 pts)

How we got to tier B

Adoption: built by micro1. Tier C.
Not yet read on X.
In curated RL directories: 5 points, a floor of B. Raised to B.
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 Realm sits

Its realm in the universe, live. Hover a star for its name; click to open it. Open it in the universe

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More Multi-Domain AI benchmarks

Multi-Domain RL environments

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