Quick answer
The same finish can look dramatically different across pattern indices.
An item is the combination of weapon, finish and attributes such as wear, pattern and special status. Keeping those fields separate avoids most comparison errors. How pattern index changes blue, gold and mixed coverage across supported skins.
The same finish can look dramatically different across pattern indices.
A pattern index is factual item metadata; a tier nickname may be community-defined.
Blue coverage must be evaluated on the relevant visible playside and model.
Price premiums require recent comparable sales, not a generic tier chart alone.
How to read the data
Begin with the exact record involved: item name, variant, source and observation date. Then separate a factual game-data field from an estimate, community convention or market inference. This sequence keeps a helpful shorthand from becoming a false claim.
Scroll horizontally for all evidence columns.
Practical checklist
- 01The same finish can look dramatically different across pattern indices.
Document the evidence and any remaining uncertainty before using this point in a valuation, simulator or publication.
- 02A pattern index is factual item metadata; a tier nickname may be community-defined.
Document the evidence and any remaining uncertainty before using this point in a valuation, simulator or publication.
- 03Blue coverage must be evaluated on the relevant visible playside and model.
Document the evidence and any remaining uncertainty before using this point in a valuation, simulator or publication.
- 04Price premiums require recent comparable sales, not a generic tier chart alone.
Document the evidence and any remaining uncertainty before using this point in a valuation, simulator or publication.
Common mistakes
Treat a listing as a sale
Asking prices can be stale, manipulated or far from executable demand.
Hide model assumptions
Fees, odds and freshness windows must stay visible and editable.
Match the exact variant
Wear, pattern, StatTrak, Souvenir and event identity can change the record.
Keep an unavailable state
Missing evidence should remain missing instead of becoming fabricated data.
Sources and methodology
This guide derives its factual framing from the references below. External sources can change; LootGap records a review date and does not silently replace missing facts.
- ↗ByMykel CSGO-API documentationhttps://github.com/ByMykel/CSGO-API
- ↗Valve game-data referenceshttps://www.counter-strike.net/
Frequently asked questions
What is the main takeaway from “Case Hardened patterns”?+
The same finish can look dramatically different across pattern indices.
Can this guide guarantee a market result?+
No. It explains item data and decision methods. Prices, liquidity and outcomes can change, and simulated/model results are not guarantees.