How to read sold comps without fooling yourself
Sold-only, delivered-price, exact-match discipline — the comp-reading rules our valuation engine enforces, written out for humans.
Key finding
A comp counts only if it actually sold, matches exactly, and is compared delivered price to delivered price.
Every card-price argument on the internet is really an argument about comps. These are the rules we hold our own valuation engine to; they are just as useful done by hand on an eBay sold search.
1 — Asking prices are never comps
An active listing is an opinion; a sale is a fact. The ask you are judging must never feed the value you judge it against, or every listing looks fairly priced. Filter to sold items and ignore what unsold copies are listed at — a card “listed at $200” that never sells is evidence of the opposite.
2 — Compare delivered prices
A $20 card with $9 shipping and a $27 card with free shipping are within a dollar of each other. Add shipping to every comp and to the listing you are judging before comparing. On small Bowman cards shipping is routinely 20–40% of the trade and reverses conclusions.
3 — Exact means exact
A comp matches when player, product, card, parallel and grade all match. A Blue Wave /150 sale does not price a True Blue /150. A PSA 10 sale does not price a raw copy, and a PSA 10 and an SGC 10 are different markets. When you can't find exact matches, say so and treat any estimate as low confidence — don't quietly borrow a neighbour's sales.
4 — Window honestly, weight recent sales more
Prospect prices move on promotions, call-ups and slumps, so a six-month-old sale describes a different player. Prefer the last 30 days; if there are fewer than three sales, widen to 90, then a year — and say which window you used. Inside a window, recent sales should count more (our engine halves a comp's weight every 45 days) and the summary statistic should be a median, not a mean — one shill bid or one panic dump should not move fair value.
5 — The Best Offer discount is invisible
A large share of card sales close via Best Offer, and most price views show the original ask, struck through or not, rather than the accepted amount. Where accepted-offer amounts are visible, they routinely settle meaningfully below ask. Two consequences: ask-anchored price guides overstate value, and a “sold” price that looks strong may have been a much weaker negotiated number. Prefer sources that show true accepted amounts, and discount ask-anchored data accordingly.
6 — Watch for junk in the pool
- Lots. “(x4)” or “lot of 5” sales are not single-card prices.
- Duplicate international records. Aggregated sale feeds can carry the same transaction twice in two currencies; dedupe before counting.
- Aftermarket autos. An in-person signature sold as an “auto” is a different (much cheaper) item — see the certified vs aftermarket guide.
How we apply this
Basis & limits
What this is built on. The rules and figures this project's own identity and valuation engines enforce, plus the domain research behind them.
Where it stops. This is an explainer, not a study: it carries no sample size and makes no forecast. Figures that move in the real world — grading fees, print runs, marketplace behaviour — can date it; the updated line above marks the last material revision.
Methods are documented on the methodology page; sources and their limits on trust & data sources.
More on what it is worth, and how we know
Keep reading
- Making offers on eBay Bowman cards: the auto-decline wallMost rejected offers were never read by a human. The seller-side automation every card buyer should understand before negotiating.
- Bowman parallels and print runs, explainedThe serial ladder from /499 to Superfractor, compound parallels, and the pricing mistakes that come from mixing them up.
- Why a vanished listing is not a saleThe evidence ladder behind every price on this site: what counts as a sale, what only looks like one, and why the difference is the whole valuation.
- What you actually clear when you sell a Bowman cardThe gap between the sale price and the money that reaches you — and why a hidden fee assumption quietly rewrites every buying decision.
- Why nobody can tell you a prospect's odds of reaching MLBWhat it would actually take to say “73% chance” honestly, why no public prospect tool has it, and what to use in place of a number nobody can compute.
- Why the same card sells for $40 and $90The spread between sales is information, not noise — and the median of six recent sales is a different kind of number from the average of two.
- What is a Bowman redemption?The first identity question on any autographed Bowman listing: is the seller holding the card, or a claim on one?
See this applied to real prospects: every player page shows live listings, sold evidence and the parallel ladder for one player, and the market board ranks what is mispriced right now.