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HoloHoard is an independent platform for trading card collectors and is not affiliated with, sponsored by, or endorsed by any trading card publishers or rights holders. All trademarks, logos, card names, and card images are the property of their respective owners. Any use of such materials is for identification and informational purposes only.

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Value engine methodology

How HoloHoard values cards

Every card in HoloHoard can carry an Est. Value: a daily estimate of what it is worth, built from real market activity. Here is how we calculate it, and what it does and does not mean.

What Est. Value is

Est. Value is our best single estimate of a card's current market worth, in USD, refreshed every day as new market data becomes available. It is computed per variant, because the same card can be worth very different amounts depending on its finish, edition, or print. It is an estimate drawn from the wider market, not a price we set or a price from any one seller.

What goes into it

We look at real market activity for each card: recent prices that cards have actually sold for, together with what comparable copies are currently listed at across major marketplaces. We use several data points per card rather than any single sale or listing, so one unusual price does not swing the estimate.

How we calculate it

Each day we gather the latest market data for every card we track, filter out outliers and unreliable data points, and blend what remains into one estimate per variant. Because it is recomputed daily, the value moves as the market moves.

Coverage grows over time

Most cards have a value, but not all of them yet. A card needs enough reliable market data before we will publish an estimate for it, and our coverage grows every day as new data comes in. Where we do not yet have a confident value, we show that plainly rather than guessing.

How set and variant ladders work

Market pages also show aggregate views. Games with a rich system of parallels, inserts and serialised prints get a full ladder: a set's variant tiers laid out rarest first, and a tier compared across sets. Simpler games show a more focused view of set and card values instead. Ladders are built from the same per-card Est. Values, with a few rules worth knowing:

  • Ranges and medians are computed from the cards that currently have a value, not from every card in the tier. Each row shows its coverage (how many cards are priced) so you can judge how solid the number is.
  • The median is the middle value of the tier's priced cards. It is less sensitive to one extreme card than an average, which is why we use it.
  • Serialised tiers are grouped by their exact print run. A /10 is never merged into a /100 bucket.
  • Value distributions (histograms) only render when a tier has enough priced cards for the shape to mean something. Below that threshold we show the ranked list instead of a misleading curve.
  • Outliers are already filtered at the per-card level, so a single bad data point should not distort a tier. Aggregates refresh daily with the underlying values.
  • None of this is investment advice. Ladders and distributions are reference views of market data, not a recommendation to buy or sell.

What Est. Value is not

It is a reference estimate to help you make decisions, not a formal appraisal, a guarantee of value, or an offer to buy or sell at that price. Real sale prices vary with condition, timing, and where you sell. Always use your own judgement for an actual transaction.

Independent of any partnership

The Est. Value reflects the market, not us. If we ever partner with a franchise, manufacturer, store, or marketplace, in any form, including as an affiliate, it will never change the Est. Value we show. We never set our own prices, and we never skew a value up or down for a personal preference or a business relationship.

Why we do not publish the exact formula

We keep the exact weightings and thresholds private on purpose. Publishing them would make the estimate easy to manipulate, which would make it less trustworthy for everyone. What we can tell you is the honest shape of the method: real, recent, multi-source market data, cleaned of outliers, blended per variant, updated daily.

Known limitations

An estimate built from public market activity has real limits, and we would rather name them than pretend they do not exist:

  • We cannot value bulk lots or whole-collection sales, because there is no reliable way to split one lump price across the individual cards.
  • We cannot see private or one-to-one sales, so deals done off-market never reach the estimate.
  • We do our best to track recent sales, but we do not capture every sale, and our data can lag the market.
  • We cannot accurately account for a specific copy's condition, so the Est. Value is a general reference, not a grade-adjusted price.
  • Data is never perfect, so mistakes happen. If a value looks wrong, use the report option on the card and we will review it and fix what we can.
Questions about a specific value? Get in touch.