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FACTS Grounding

A bird's-eye view of the benchmark: what it measures and every AI IQ chart built on it.

About FACTS Grounding

FACTS Grounding does not yet have two source-matched reasoning-effort score/cost rows for one model. The Cost Efficiency surface is reserved at the top of this page and will populate when qualifying data is imported.

FACTS Grounding Cost Efficiency
FACTS Grounding Cost Efficiency
Source-backed reasoning and nonreasoning configurations plotted against runtime effective cost. Each line is one canonical model. Color = provider.

How to read this chart

This chart compares source-backed FACTS Grounding configurations with runtime effective cost. Multiple reasoning levels for the same model are connected; models with one available level remain standalone points. Up and to the left is better.

Data sources
Artificial AnalysisARC PrizeVals.aiKaggle FACTS Grounding leaderboard
FACTS Grounding Scores
FACTS Grounding Scores
Google FACTS Grounding scores for long-form responses fully grounded in provided documents. Color = provider.

How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
Kaggle FACTS Grounding leaderboard
FACTS Grounding vs Effective Cost
FACTS Grounding vs Effective Cost
X = effective cost (log). Y = FACTS Grounding %. Color = provider.
Controls:
FACTS Grounding1:1Cost

How to read this chart

Each point is a public model. The chart compares FACTS Grounding % against Effective Cost (per 1M I/O Tokens), with color showing the model provider.

Data sources
Artificial AnalysisARC PrizeVals.aiKaggle FACTS Grounding leaderboard

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