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MODELQUEST
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Grok 4.5 · API · High effort
Evidenceacceptedindependent_lab

AA-Omniscience

Artificial Analysis — AA-Omniscience (Grok 4.5)

ev_2026_07_grok45_aa_omniscience

Result
Configuration

How it was measured

Exact model
grok-4.5
Reasoning
high
Agent harness
none
Tool access
AA default
Prompting
AA Omniscience protocol

PRIMARY WIS — AA article publishes exact Omniscience Index 26 for Grok 4.5 (up from 18 on Grok 4.3), accuracy 52%, hallucination 54%.

Caveats

Known limitations

  • Higher knowledge accuracy with much higher hallucination vs prior Grok.
  • Display index + acc + hall rates, not accuracy alone.
Weighting

Evidence weight factors

The engine weights each evidence row by these factors (0–1) when fusing scores — higher is more trusted.

relevance0.95
quality1.00
recency1.00
health0.85
comparability0.90
reliability0.85
Benchmark

AA-Omniscience

Knowledge reliability benchmark that jointly scores accuracy and hallucination / overconfidence. Rewards calibrated abstention rather than pure guess accuracy.

Benchmark source →