Atlas quality dashboard

Live numbers on Atlas answer quality. Computed against the most recent 1,000 published answers (last 90 days). Grounding measures the share of numeric claims in the prose that trace back to the structured section data within tolerance.

Median numeric grounding

100.0%

Voice violation rate

0.0%

Median latency

—

Median cost per answer

—

Trends — last 90 days

Grounding stays high when archetype routing is clean and degrades when the planner over-routes brittle archetypes.

Daily mean grounding percentage. Higher is better.

What "published" means

Every Atlas answer goes through a promotion gate at finalize time. Answers that the gate marks degradedstay reachable by direct link but are excluded from the public discovery feeds and from this dashboard's grounding median.

See the eval bench for the planner test cases run before each schema change.

Sample size: 116 answers · Last refreshed: Wed, 29 Apr 2026 00:40:42 GMT

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