AI pre-grading estimates a sports card's condition from photos of the front and back, so you can tell which rookies, parallels and vintage cards are worth paying to grade. It measures centering, checks corners and edges, and inspects the surface, which on Chrome and Prizm stock is where most 10s are lost. The result is an estimate with sub-scores, not an official grade.
To scan a card now, use AI sports card grading. This guide covers what matters for sports cards and what our data shows.
What 3,524 sports cards scored
Every sports card graded on TCGAI.PRO between December 2025 and October 2026:
| Sport | Cards | Average | Scored 10 | 9 or higher |
|---|---|---|---|---|
| Football | 1,302 | 8.78 | 24.8% | 72.1% |
| Baseball | 1,145 | 7.14 | 10.0% | 36.2% |
| Basketball | 1,015 | 8.07 | 15.8% | 48.3% |
| Hockey | 44 | 7.84 | 27.3% | 52.3% |
Soccer has only 18 cards in this data, too few for a reliable figure.
The age of the card matters most
| Card year | Cards | Average | Scored 10 |
|---|---|---|---|
| Before 1990 | 804 | 5.89 | 1.2% |
| 1990 to 2009 | 714 | 7.56 | 4.5% |
| 2010 onwards | 2,006 | 9.06 | 28.6% |
Vintage cards scored three points lower on average than modern ones, and almost none reached a 10. Baseball's two biggest sets in our data, Topps (6.05 across 165 cards) and Topps Baseball (5.55 across 88), pull its average down and sit far below modern products such as Panini Prizm (9.23) or Topps Chrome (8.93). Set-by-set figures are in the Card Grading Trap Index.
What AI checks on a sports card
- Centering. Measured from the borders on both faces. Many vintage cards were cut off-centre at the factory, and no amount of care fixes that, so centering is the first thing to check on older cards.
- Corners. Rounding and dings, common on vintage cardboard stock.
- Edges. Chipping, especially visible on coloured borders and dark parallels.
- Surface. Scratches, print lines and roller marks on Chrome, Prizm and other refractor stock, plus creases and stains on vintage. Foil surfaces show defects a phone photo can hide under glare, so even lighting matters.
How each finding becomes a score is explained in the methodology.
Which sports cards are worth grading
- Check the price ladder first. Compare recent sales raw, as a 9 and as a 10. For many base cards the graded premium does not cover the fee; for key rookies, numbered parallels and stars it often does. Our guide on how to value cards walks through the maths.
- Pre-grade the candidates. A high score with a narrow confidence range is the signal to submit.
- Read the sub-scores. On modern Chrome, surface is usually the deciding sub-grade; on vintage, centering and corners.
- Do not assume a 10 on pack-fresh cards. Even for 2010 onwards, fewer than three cards in ten scored a 10 in our data.
- Be realistic with vintage. With 1.2% perfect scores before 1990, the decision is usually between a 6, 7 or 8, and whether that grade still adds value.
Getting an accurate scan
- Remove the card from penny sleeves and toploaders; plastic adds glare over Chrome surfaces.
- Use even light from two sides and a plain dark background.
- Photograph straight on, and always include the back.
- For thick patch or relic cards, keep the whole card in focus.
More in the photography guide.
Frequently Asked Questions
Can AI grade my rookie card the same way PSA or BGS would?
No. AI pre-grading gives an estimate from photos to help you decide what to submit. Only a grading company issues an official grade, and each applies its own standards. TCGAI.PRO is not affiliated with any of them.
Does it work on Prizm, Chrome and other refractor cards?
Yes. Surface inspection looks for scratches and print lines on foil stock. Glare is the main risk, so light the card evenly.
Which sports are supported?
Football, basketball, baseball, hockey and soccer, plus other sports cards on the same criteria.
Why do vintage cards score so low?
Decades of handling and storage add wear, and many older cards were printed and cut off-centre. In our data, cards from before 1990 averaged 5.89.
Pre-grade your sports cards before you pay to submit them.