How IQCardGuide turns sold comps into useful value estimates.
The goal is not to produce a magic number. It is to use repeatable rules so raw values, graded values and grader premiums are based on transactions that are genuinely comparable.
Identify the exact card before using any sale.
A close-looking card can still be the wrong comp.
Match
- Year and set or product
- Card number
- Parallel, refractor, variation or print
- Autograph or relic designation
- Raw or graded status
- Grader and exact grade when graded
Do not mix
- Different parallels or serial-number tiers
- Raw cards with graded cards
- Different graders or grades in one bucket
- Obvious altered, damaged or misidentified examples
- Lots containing multiple cards unless the individual card value is clear
Use completed transactions, then screen the context.
Sold does not automatically mean usable.
Build a raw baseline and a graded baseline separately.
Within each card, IQCardGuide favors the center of several comparable sales rather than letting one transaction dictate the result.
Raw baseline
Use recent raw sales for the exact card, screening for condition when photos or descriptions make obvious differences visible. The raw reference should represent a typical market copy—not the cleanest raw card ever sold and not a damaged outlier.
Graded baseline
Use sales for the exact grader and exact grade. PSA 10, BGS 10, BGS 9.5, CGC 10, SGC 10 and TAG 10 remain separate comparison buckets.
Preferred within-card reference: when enough good comps exist, use the median sale value for the raw bucket and the median sale value for the exact graded bucket. The median reduces the influence of one unusually high or low sale.
Calculate the percentage premium card by card.
This prevents expensive cards from dominating the grader comparison.
Example: if the raw reference is $100 and the graded reference is $225, the graded premium is +125%. The published comparison focuses on that percentage, not the $125 difference.
Then calculate the IQ average
Each qualifying card contributes one card-level percentage. IQCardGuide averages those percentages for the grader/grade being studied. A $5,000 card therefore does not receive more weight than a $50 card simply because its dollar spread is larger.
When useful, we may also show the median card-level premium as a stability check, but the headline metric remains the average percentage premium.
Every percentage needs context.
Always show
- Grader and exact grade
- Average premium percentage
- Number of cards in the sample
- Sales window used
- Last-updated date
Label thin data
If a card or grader has too few comparable transactions, IQCardGuide should say the evidence is limited rather than manufacture precision.
No-data is better than fake-data.
Keep card-specific comps primary
A grader-wide average is context. For a specific card, its own recent completed sales remain the strongest market evidence.
Comparable first.
Average second.
A mathematically perfect average built from bad comps is still a bad answer. IQCardGuide prioritizes matching the card and transaction before calculating the percentage.
Return to Card Value Center →