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Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

Daily ingest · 06:00 UTC

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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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CompareLLM Practical Guide
Updated 2026-08-16

How a new model joins the CompareLLM catalog

OpenRouter discovery, preview hold, second-source promote, then the compare matrix grows automatically.

Quick answer

Daily ingest reads the OpenRouter models API. A brand-new id becomes a preview row: not in the sitemap, not in C(n,2) compare pages. That stops one marketplace listing from creating dozens of thin URLs overnight.
1Section 1

Discovery is automatic. Indexing is not

Daily ingest reads the OpenRouter models API. A brand-new id becomes a preview row: not in the sitemap, not in C(n,2) compare pages. That stops one marketplace listing from creating dozens of thin URLs overnight.

The row becomes indexable when a second public source (Arena, LiveBench, or official SWE-bench JSON) matches an alias — or when an admin promotes it and attaches the missing names.

2Section 2

What you do in /admin

Run ingest now if you do not want to wait for 06:00 UTC. Attach unmatched names as aliases. Promote a preview once you have enough dated cells. Draft /news with Grok, edit the draft, then publish. Public login still cannot do any of this.

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