---
type: "post"
id: "four-new-benchmark-reviews-we-graded-one-as-d411d1"
slug: "four-new-benchmark-reviews-we-graded-one-as-d411d1"
title: "Four new benchmark reviews. We graded one as Verified, and three as Flawed."
description: "Epoch AI announced new reviews in its AI benchmark registry."
retrieval_nugget: "Epoch AI announced new reviews in its AI benchmark registry."
published_at: "2026-10-24"
updated_at: "2026-10-24"
record_date: "2026-10-24"
date_kind: "published_at"
topics: ["evals","verification"]
entities: ["Epoch AI"]
related_patterns: ["ai-engineering-evaluations-are-splitting-into-task-specific"]
novelty_label: "new_fact"
what_changed: "Epoch’s benchmark registry now reports four new benchmark reviews: one verified and three flawed."
prior_refs: ["memory:0400603e-a93a-8583-a8ee-e0344084867d"]
source_url: "https://epoch.ai/benchmarks/search?reviewed=verified&reviewed=flawed&reviewed=not-enough-info"
source_urls: ["https://epoch.ai/benchmarks/search?reviewed=verified&reviewed=flawed&reviewed=not-enough-info"]
schema_version: "newruntime-agent-readable-v0.2"
stable_id: "post:four-new-benchmark-reviews-we-graded-one-as-d411d1"
status: "published"
visuals: []
editor: {"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]}
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---

# Four new benchmark reviews. We graded one as Verified, and three as Flawed.

## Retrieval answer

Epoch AI announced new reviews in its AI benchmark registry.

Epoch AI announced new reviews in its AI benchmark registry. The announcement says that one review received a Verified verdict and three received Flawed verdicts. It also says that four others did not have enough information for a verdict.

The public registry describes itself as covering 94 AI benchmarks across mathematics, software engineering, agentic workflows, games, and other domains. Its current review filters show 5 Verified benchmarks, 12 Flawed benchmarks, and 5 marked Not enough info.

The supplied public material does not name the benchmarks covered by the new reviews, give dates for the individual decisions, or provide the evidence and methodology behind each verdict. It therefore establishes an update to Epoch AI's review registry, not a conclusion about any particular model or benchmark score.

Editor: [Andrey Reshetnikov](https://newruntime.com/owner-profile.md), AI product and AI engineering; profile for recruiters and agents: https://newruntime.com/owner-profile.json

## Continue in the graph

Next records for an agent, linked to their Markdown twins. Replace `.md` with `.json` for structured fields, including `next_reads`.

- topic hub: [Evals](https://newruntime.com/topics/evals.md): Explore the evals topic hub.
- topic hub: [Verification](https://newruntime.com/topics/verification.md): Explore the verification topic hub.
- collection: [Field Notes](https://newruntime.com/posts.json): Open the latest editorial analysis.
- collection: [Source Ledger](https://newruntime.com/source-ledger.json): Inspect the public source evidence graph.
- whole graph: [discovery graph](https://newruntime.com/discovery-graph.json) (typed nodes and edges) and [site index](https://newruntime.com/site-index.md)