Data Quality You Can Trust
We believe in complete transparency. Every month, we publish detailed quality metrics for all 50 active commodities we track, so you can make informed decisions about the data powering your applications.
Premium Quality
B grade or better
A-Grade
Top-rated commodities
Active
Commodities tracked
Flagship
WTI, Brent, Natural Gas
How We Measure Quality
Our data quality scoring is based on five key dimensions, each weighted according to its importance for reliable commodity price data:
Completeness
25% weightMeasures whether we collected all expected data points for the reporting period based on the commodity's update frequency.
Accuracy
25% weightDetects statistical outliers using Z-score analysis and validates prices against expected ranges for each commodity.
Timeliness
20% weightEvaluates how fresh our data is by measuring the gap between expected and actual update times.
Consistency
15% weightMeasures regularity in data collection patterns by analyzing the variance in time gaps between updates.
Uniqueness
15% weightVerifies data freshness by tracking the ratio of unique values, helping detect stale or duplicated data.
Grading Scale
A+ to FA+ (97-100), A (93-96), A- (90-92), B+ (87-89), B (83-86), B- (80-82), C (70-79), D (60-69), F (0-59)
How We Calculate Scores
The overall score is a weighted average of all five quality dimensions:
Example Calculation
Go-Forward Score: For New & Limited-History Commodities
For commodities with limited historical data (below 50% completeness), we calculate a "go-forward" score that focuses on the quality of data collection patterns rather than historical volume.
Why Two Scores?
- New commodities shouldn't be penalized for lack of history
- Shows the quality of our data collection process
- Predicts future quality as data accumulates
Go-Forward Weights
History Status Indicators: Complete (≥80% completeness) • Building (50-79%) • Limited (<50%, shows go-forward score)
Grade Distribution
Current breakdown of quality grades across 50 active commodities:
+ 21 commodities building coverage (specialty markets, limited sources)
Data Sources
We aggregate data from multiple authoritative sources to ensure reliability:
- Major financial data providers
- Government energy agencies (EIA, IEA)
- Commodity exchanges (CME, ICE)
- Industry benchmarks and indices
- Real-time trading platforms
Cross-validation across sources ensures data accuracy and helps detect anomalies.
Access Detailed Quality Reports
Paid subscribers can access detailed per-commodity quality reports, historical trends, and statistical breakdowns directly in their dashboard.