# Performance Benchmarks - Grep

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Trust & Transparency

# Verified Performance Benchmarks

Performance & Accuracy

We believe in transparency about our capabilities. These benchmarks are derived from systematic testing across thousands of research tasks, verified against ground-truth datasets, and updated quarterly.

94%

Research Accuracy

Verified against ground-truth datasets

15 min

Average Completion

Deep research report turnaround

50+

Sources per Report

Average databases checked per research

10,000+

Reports Generated

Across all expert modes

## How We Measure Performance

Our benchmarking process is designed to be rigorous, reproducible, and transparent.

1

### Ground-Truth Dataset

We maintain a curated dataset of entities with known risk profiles, verified by human experts. This serves as the baseline for measuring accuracy.

2

### Blind Testing

Grep research is run against the ground-truth dataset without any prior knowledge of expected results. Outputs are compared against known findings.

3

### Multi-Dimensional Scoring

We measure accuracy across multiple dimensions: entity identification, risk factor detection, source citation accuracy, and completeness of coverage.

4

### Quarterly Review

Benchmarks are re-run quarterly with updated datasets and methodology. Results are published transparently, including any declines.

5

### Continuous Improvement

Benchmark results directly inform engineering priorities. When we identify gaps, we address them in subsequent releases.

## Data Sources & Coverage

Explore the comprehensive data sources that power Grep's research capabilities.

## Frequently Asked Questions

## Verify Our Claims Yourself

Don't take our benchmarks at face value. Run a research report on an entity you already know well and compare Grep's findings against your existing intelligence.

[Try Grep Free](/research)[View Benchmark](/benchmark)