Balance.
Estimated left/right and top/bottom balance, with the model's observations retained.
HALOVISION / CONDITION INTELLIGENCE
Look beyond
the grade.
A number is the beginning. See the corners, edges and surface details behind it.
Image research edition · 25 October 2026
Condition estimates and an experimental region inspector, not a grading certification.
20complete front/back pairs
360distinct region inspections
16 / 4sports cards / TCG cards
4condition components reviewed
DETAIL YOU CAN QUESTION. EVIDENCE YOU CAN FOLLOW.
Every part of
the card matters.
Both faces. Label-hidden inputs. A closer view of the physical features that a single headline grade cannot explain.
The smallest tips.
Look for whitening, rounding, bends and the difference between an edge and a reflection.
Follow the cut.
Inspect chips, fraying and roughness while considering normal factory-cut characteristics.
Read the finish.
Examine suspected scratches, scuffs, marks and paper loss, with holder and lighting alternatives.
In this study, the separate experimental inspector examined a 3 × 3 grid on each face. Its observations are separate from the Premium image estimate. Centering ratios are model estimates; these holder photographs were not calibrated raw-card measurements.
FEATURED IMAGE TEST / B03
The reverse
changed the story.
On a 1970 O-Pee-Chee Bobby Orr card labeled PSA 9, HaloVision flagged suspected paper loss or abrasion in the reverse biography area.
Four fresh, label-hidden Premium trials identified the same visible reverse-surface finding. Their overall estimate ranges spanned 2-4.
The same image pair was used in all four trials. This demonstrates repeatable detection on those images, not four independent cards, a verified physical grade or general accuracy superiority.
Read the complete case ↓1970 O-PEE-CHEE / BOBBY ORR #3
Follow the finding.
EXISTING LABELPSA 9Study reference B03
IMAGE ESTIMATE RANGE2-4Exact physical grade unverified
Finding flagged in 4 of 4 fresh trials
ALL RESULTS. INCLUDING AGREEMENT.
Twenty cards.
An open record.
Ten ranges overlap the current PSA card grade. Ten fall below it. A lower estimate is a disagreement, not proof that either grade is correct.
Selected collector-complaint leads, not a random benchmark. Twenty tested cards are not twenty proven grading failures. Wilt is compared with the corrected current PSA 9, with its original PSA 10 label retained in the detail.
Showing 20 of 20 cards
Basketball / B01
Wilt Chamberlain / 1961 Fleer
PSA CARD GRADE9
HALOVISION IMAGE ESTIMATE6-8
Original auction label PSA 10; current record PSA 9. The lower HaloVision estimate is not independently validated.
Component scores and observations ↓Baseball / B02
Derek Jeter / 1993 SP
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE7-8
Surface hairlines remain ambiguous through the holder. The lower estimate does not establish a wrong physical grade.
Component scores and observations ↓Hockey / B03
Bobby Orr / 1970 O-Pee-Chee
PSA CARD GRADE9
HALOVISION IMAGE ESTIMATE2-4
Suspected reverse paper loss flagged in four fresh trials on the same image pair. Exact physical grade unverified.
Component scores and observations ↓Basketball / B04
Michael Jordan / 1991 Fleer
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE8-9
Small reverse-edge and corner findings; no severe defect established.
Component scores and observations ↓Hockey / B05
Sergei Fedorov / 1990 Upper Deck
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
The 9-10 estimate overlaps PSA 10. No meaningful discrepancy demonstrated.
Component scores and observations ↓Soccer / B06
Lionel Messi / 2007 Mundi Cromo
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE7-8
Edge burring and apparent front-layer scuffing reported. The lower estimate is not a verified physical grade.
Component scores and observations ↓Baseball / B07
Wyatt Langford / 2023 Sapphire
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
The 9-10 estimate overlaps PSA 10. Minor corner findings do not establish a severe grading error.
Component scores and observations ↓TCG / B08
Snorunt / 2016 Generations
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE8-9
Extra angled views also returned 8-9. Pale marks were largely interpreted as lint or holder artifacts; dents unconfirmed.
Component scores and observations ↓Soccer / B09
Lamine Yamal / 2023-24 Chrome
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
The 9-10 estimate overlaps the PSA 10 card-condition label. Separate autograph grades are not compared.
Component scores and observations ↓Football / B10
Patrick Mahomes / 2020 Prizm
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
Official-scan test returned 9-10. The major reverse-corner complaint was not reproduced by this call.
Component scores and observations ↓Football / B11
Joe Montana / 1981 Topps
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE8-9
Vintage-stock corner fuzz, rough cutting and print speckling reported. No severe defect established.
Component scores and observations ↓Basketball / B12
Victor Wembanyama / 2023 Prizm
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
Sharp corners, clean edges and balanced centering reported. Estimate overlaps PSA 10.
Component scores and observations ↓Baseball / B13
Francisco Alvarez / 2023 Chrome
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
Region detail flagged a small brown reverse-border mark; Premium returned 9-10. Card-versus-holder cause unresolved.
Component scores and observations ↓Basketball / B14
Shaquille O'Neal / 1992 Beam Team
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE8-9
Minor corner touches and foil micro-flaking reported. These findings do not establish a correct grade of 5 or 6.
Component scores and observations ↓Baseball / B15
Bobby Witt Jr. / 2020 Bowman
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
The 9-10 estimate overlaps PSA 10. The centering complaint did not produce a large disagreement.
Component scores and observations ↓Baseball / B16
Jackie Robinson / 2023 Bob Ross
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE8-9
A pale lower-border mark remains ambiguous: holder scuff, fiber and printed texture are alternatives.
Component scores and observations ↓Baseball / B17
Shohei Ohtani / 2025 Topps
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
Minor edge roughness and possible holder fibers reported. The 9-10 estimate overlaps PSA 10.
Component scores and observations ↓TCG / B18
Eevee / 2001 Neo Discovery
PSA CARD GRADE9
HALOVISION IMAGE ESTIMATE8-9
Region detail flagged reverse-edge whitening. The 8-9 range overlaps PSA 9 and does not prove that label wrong.
Component scores and observations ↓TCG / B19
Shining Tyranitar / 2001 Neo 4
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE9-10
Clean edges and strong condition reported. The 9-10 estimate overlaps PSA 10.
Component scores and observations ↓TCG / B20
Lucky Stadium / 2000 Promo
PSA CARD GRADE10
HALOVISION IMAGE ESTIMATE8-9
Small reverse-corner touches and edge wear reported. A modest image disagreement, not a proven severe grading error.
Component scores and observations ↓Actual card-only source photographs, with labels omitted. These are image estimates, not independently verified physical grades. Click a photograph for the larger display copy.
| Card / reference | PSA grade | Image estimate | Comparison |
|---|---|---|---|
| Wilt Chamberlain / 1961 FleerBasketball · B01 | 9 | 6-8 | Lower estimate |
| Derek Jeter / 1993 SPBaseball · B02 | 10 | 7-8 | Lower estimate |
| Bobby Orr / 1970 O-Pee-CheeHockey · B03 | 9 | 2-4 | Lower estimate |
| Michael Jordan / 1991 FleerBasketball · B04 | 10 | 8-9 | Lower estimate |
| Sergei Fedorov / 1990 Upper DeckHockey · B05 | 10 | 9-10 | Range overlaps label |
| Lionel Messi / 2007 Mundi CromoSoccer · B06 | 10 | 7-8 | Lower estimate |
| Wyatt Langford / 2023 SapphireBaseball · B07 | 10 | 9-10 | Range overlaps label |
| Snorunt / 2016 GenerationsTCG · B08 | 10 | 8-9 | Lower estimate |
| Lamine Yamal / 2023-24 ChromeSoccer · B09 | 10 | 9-10 | Range overlaps label |
| Patrick Mahomes / 2020 PrizmFootball · B10 | 10 | 9-10 | Range overlaps label |
| Joe Montana / 1981 ToppsFootball · B11 | 10 | 8-9 | Lower estimate |
| Victor Wembanyama / 2023 PrizmBasketball · B12 | 10 | 9-10 | Range overlaps label |
| Francisco Alvarez / 2023 ChromeBaseball · B13 | 10 | 9-10 | Range overlaps label |
| Shaquille O'Neal / 1992 Beam TeamBasketball · B14 | 10 | 8-9 | Lower estimate |
| Bobby Witt Jr. / 2020 BowmanBaseball · B15 | 10 | 9-10 | Range overlaps label |
| Jackie Robinson / 2023 Bob RossBaseball · B16 | 10 | 8-9 | Lower estimate |
| Shohei Ohtani / 2025 ToppsBaseball · B17 | 10 | 9-10 | Range overlaps label |
| Eevee / 2001 Neo DiscoveryTCG · B18 | 9 | 8-9 | Range overlaps label |
| Shining Tyranitar / 2001 Neo 4TCG · B19 | 10 | 9-10 | Range overlaps label |
| Lucky Stadium / 2000 PromoTCG · B20 | 10 | 8-9 | Lower estimate |
Select a card name to open its component scores, centering estimates, observations and source links below.
Wilt Chamberlain / 1961 Fleer
PSA 9 / image 6-8
1961 Fleer Wilt Chamberlain #8
Documented correction; HaloVision numerical accuracy not established
The same cert appears in the original PSA 10 auction holder and currently as PSA 9 on PSA’s site. Full auction scans were downloaded.
Centering8.5image estimate / 10
Corners7.5image estimate / 10
Edges7.0image estimate / 10
Surface7.5image estimate / 10
Centering estimates: L/R 48/52; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is well-balanced with a very minor shift toward the left. Back centering is exceptionally good for 1961 Fleer issue.
Corners
Front top-left corner exhibits minor edge fuzzing and slight softness. Remaining corners display strong shape and sharpness typical of NM vintage stock.
Edges
Right edge features authentic factory wire-cut roughness characteristic of the 1961 Fleer basketball set. Minor edge fiber fraying visible under high magnification along top-left border.
Surface
Front print register is crisp with vivid red background ink and strong contrast in portrait. Minor standard print snow/flecks present in dark background areas. Small isolated age spot on reverse near bottom-left text field.
Premium estimated 6–8, while PSA’s documented correction is 9. The output discusses normal factory roughness, so a lower score here cannot be counted as a correct grade or proof of superiority.
Label record: PSA 10 at auction → PSA 9 currently
Source record ↗Derek Jeter / 1993 SP
PSA 10 / image 7-8
1993 SP Derek Jeter Foil #279
Candidate; holder-versus-card surface ambiguity remains
Full auction scans are available. Premium flagged corner whitening, edge chipping and hairlines, returning an overall 7–8 range.
Centering9.0image estimate / 10
Corners8.0image estimate / 10
Edges7.5image estimate / 10
Surface7.5image estimate / 10
Centering estimates: L/R 52/48; T/B 55/45. These are model estimates, not calibrated measurements.
Centering
Centering is strong on both front and back with no significant lateral or vertical tilt.
Corners
Front top-right and bottom-right corner tips show minor touch of whitening/edge loss against the black border. Back top-left corner shows slight wear/chipping at the edge of the red header block.
Edges
Chipping visible along the front top edge and right side edge, common for all-black border 1993 Upper Deck stock. Back top edge shows faint roughness near the corner.
Surface
Fine hairline scratches visible in the dark black field of the front surface under detail close-ups. Back center surface shows a fine hairline mark near Jeter's glove. Scattered white dust particles present, likely on holder or scanner glass.
Premium estimated PSA 7.5 within an overall 7–8 range. Surface hairlines may be on the holder; this is not yet a confirmed brochure win.
Label record: PSA 10
Source record ↗Bobby Orr / 1970 O-Pee-Chee
PSA 9 / image 2-4
1970 O-Pee-Chee Bobby Orr #3
Strong defect-detection candidate; physical grade unconfirmed
A substantial pale abrasion interrupts the dark biography box on the reverse. The deployed Premium helper identified paper loss without the grade label or complaint. All four fresh calls identified the same reverse defect.
Centering8.0image estimate / 10
Corners7.5image estimate / 10
Edges7.5image estimate / 10
Surface3.0image estimate / 10
Centering estimates: L/R 55/45; T/B 55/45. These are model estimates, not calibrated measurements.
Centering
Front centering is slightly shifted left-to-right Back centering is within expected parameters for vintage O-Pee-Chee
Corners
Minor softening and light wear on corner tips Top-left and bottom-left corners show slight touch of wear
Edges
Standard vintage O-Pee-Chee rough-cut edges Minor edge chipping visible along borders
Surface
Severe surface defect: paper loss / surface gouge tear on back inside black text box Front surface displays strong color and minimal surface wear
Supports an image-based missed-defect comparison. PSA has not been shown to confirm a lower grade for this specimen. The exact 2–4 estimate remains an AI estimate, and photos cannot establish damage depth or when damage occurred.
Label record: PSA 9
Michael Jordan / 1991 Fleer
PSA 10 / image 8-9
1991 Fleer Michael Jordan #29
Small discrepancy; no severe defect established
Premium returned 8–9, mainly for minor reverse edge roughness. The region inspector also noted a very small lower-left front corner mark, with reflection or dust as alternatives.
Centering9.0image estimate / 10
Corners9.0image estimate / 10
Edges8.5image estimate / 10
Surface9.0image estimate / 10
Centering estimates: L/R 52/48; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is well-balanced left-to-right and top-to-bottom. Back image alignment is centered well within standard factory tolerances.
Corners
Front corners appear sharp with negligible wear. Back top-left corner shows slight touch of factory fuzz/rough cut.
Edges
Front edges show clean color cut. Back top edge exhibits minor factory rough-cut texture and light chipping.
Surface
Front gloss and color registration are sharp. Back surface is clean without notable staining or print defects.
This does not establish the severe 10-versus-5/6 disagreement sought for the brochure. The factory-cut explanation and holder alternatives remain unresolved.
Label record: PSA 10
Sergei Fedorov / 1990 Upper Deck
PSA 10 / image 9-10
1990 Upper Deck Sergei Fedorov #525
No meaningful discrepancy
Premium returned 9–10, overlapping the PSA 10 label. It described sharp corners, balanced centering and minor factory fuzz.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.0image estimate / 10
Surface9.0image estimate / 10
Centering estimates: L/R 52/48; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is well balanced both horizontally and vertically. Back centering shows excellent alignment within standard grading tolerances.
Corners
All four front and back corners display crisp, sharp points. Extremely minor factory edge wear near top right tip, barely perceptible under magnification.
Edges
Clean paper edges with light factory cut fuzz along the top and right borders. No evidence of chipping or heavy fraying.
Surface
Front image area features strong color gloss and no obvious scratches or print defects. Small isolated dark print speck noted on the lower-right light blue background on the reverse.
Do not present this as a grading failure. The collector lead did not produce a large disagreement in this test.
Label record: PSA 10
Lionel Messi / 2007 Mundi Cromo
PSA 10 / image 7-8
2007 Mundi Cromo Lionel Messi #661
Follow-up candidate; image interpretation remains uncertain
Premium returned 7–8 and noted edge burring and front holographic-layer scuffing. The original reverse scan also shows a pale area at the lower-right corner.
Centering9.5image estimate / 10
Corners8.5image estimate / 10
Edges8.5image estimate / 10
Surface8.0image estimate / 10
Centering estimates: L/R 50/50; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Full-bleed design with rounded corners; artwork appears properly centered.
Corners
Factory rounded corners show minor edge roughness typical of plastic die-cut card stock. No major creasing or blunt impacts observed.
Edges
Minor die-cut burring along right and bottom edges visible under magnification.
Surface
Light micro-scratching and minor scuffing visible on front holographic security layer. Sleeve reflections obscure minor surface areas.
Rounded corners are normal for this issue. Premium did not explicitly identify the owner’s main reverse-corner complaint and described the stock as plastic without independent verification. A lower estimate alone is not a confirmed accuracy win.
Label record: PSA 10
Source record ↗Wyatt Langford / 2023 Sapphire
PSA 10 / image 9-10
2023 Bowman Draft Sapphire Wyatt Langford autograph #CDAWL
No meaningful discrepancy
Premium returned 9–10, overlapping PSA’s label. It noted a minor reverse corner touch and otherwise clean edges and surface.
Centering9.5image estimate / 10
Corners9.0image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 50/50; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is virtually dead centered both horizontally and vertically. Back centering is slightly offset left-to-right at approximately 55/45.
Corners
Front corners are sharp and clean. Back top-left corner shows a very minor tip touch/faint speck of white.
Edges
Clean factory cut edges around the perimeter with no visible chipping or flaking.
Surface
Front Chrome finish is clean with bold blue hard-signed autograph. Faint stray fiber/lint visible on lower-right front detail appears to be on holder/glass rather than card surface.
This is a useful retained negative result. Minor corner touches in a photo do not establish that this specimen should grade 5 or 6.
Label record: PSA 10
Source record ↗Snorunt / 2016 Generations
PSA 10 / image 8-9
2016 Pokemon XY Generations Radiant Collection Snorunt #RC7
Inconclusive for brochure use; supplementary-angle check
The full front/back scan pair returned 8–9. Adding four label-hidden angled reverse views also returned 8–9 with surface 9. The supplementary inspector mostly interpreted the pale marks as lint or holder artifacts.
Centering9image estimate / 10
Corners8.5image estimate / 10
Edges8.5image estimate / 10
Surface9.0image estimate / 10
Centering estimates: L/R 48/52; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front left border is slightly narrower than the right border. Back centering appears well-balanced horizontally and vertically.
Corners
Front corners show clean, sharp cuts. Back top-left corner tip exhibits slight whitening. Back bottom corners display minor specks of white touch.
Edges
Front edges appear clean and free of chipping. Back top edge exhibits slight roughness and tiny specks of edge whitening.
Surface
Front surface gloss and artwork are clean with no obvious denting or print lines. Back surface is overall clean with no major scuffs or scratches observed.
The pale marks are not established as physical dents. This does not substantiate a severe grading error or a missed-defect claim against either grader. The separate experimental inspector’s findings are retained below.
Label record: PSA 10
Source record ↗Lamine Yamal / 2023-24 Chrome
PSA 10 / image 9-10
2023-24 Topps Chrome UCC Lamine Yamal Orange autograph #LY
No meaningful discrepancy
Premium returned 9-10, overlapping the PSA 10 card label, and treated minor fibers as holder artifacts.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 52/48; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is very strong with minimal left-right variance. Back centering is well-balanced within gem mint thresholds.
Corners
All four corners on both front and back show sharp tips and strong integrity. No structural crushing or noticeable whitening observed on corner points.
Edges
Edges show crisp cutting along the Chrome foil layer. No noticeable chipping, flaking, or rough factory burring on front or back perimeters.
Surface
On-card sticker autograph is cleanly applied without edge lift or ink smudging. Minor dust/lint fibers noted near the front bottom-left region and holder, appearing to be external surface artifacts.
This does not support a severe grading-failure claim. Autograph grade 10 is a separate label field, not the condition grade being compared.
Label record: PSA 10
Patrick Mahomes / 2020 Prizm
PSA 10 / image 9-10
2020 Panini Prizm Patrick Mahomes II Green Shimmer #124
No meaningful discrepancy in official-scan test
Premium returned 9-10 with high component scores on the complete official scans. The collector complaint was about reverse corners in separate marketplace photos.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 52/48; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is very well balanced horizontally and vertically. Back centering slightly favors the right border, well within high-grade tolerances.
Corners
All four corners are sharp, tight, and well-formed with minimal to no soft tips visible.
Edges
Edges present clean cut lines front and back with no noticeable chipping or flaking.
Surface
Green Prizm finish displays bright gloss and clean reflectivity. Serial stamp '2/5' on the back surface is crisp and fully intact. No critical surface scratches, dents, or major print lines observed.
The scans do not reproduce a major error in this Premium call. Different lighting can change corner visibility; the lower-quality complaint photograph is not a substitute for physical verification.
Label record: PSA 10
Joe Montana / 1981 Topps
PSA 10 / image 8-9
1981 Topps Joe Montana #216
Modest numerical disagreement; no severe defect established
Premium returned 8-9, mainly citing vintage-stock corner fuzz, minor rough cutting and print speckling.
Centering9.0image estimate / 10
Corners8.5image estimate / 10
Edges8.5image estimate / 10
Surface8.5image estimate / 10
Centering estimates: L/R 48/52; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is well-balanced with slight left-to-right offset Back centering is strong and within high-grade standards
Corners
Corners are sharp overall with minor hint of vintage card stock fuzzing on tips
Edges
Edges show clean factory cut with minimal vintage rough cutting
Surface
Clean print register and bright color Minor standard 1981 Topps print speckling/snow visible under magnification
The output does not establish a PSA 10 versus 5/6 error. Normal manufacturing characteristics and the grading-era centering standard must be considered.
Label record: PSA 10
Victor Wembanyama / 2023 Prizm
PSA 10 / image 9-10
2023 Panini Prizm Victor Wembanyama Global Reach Silver #2
No meaningful discrepancy
Premium returned 9-10 and described sharp corners, clean edges and balanced centering.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 50/50; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is exceptionally well balanced both left-to-right and top-to-bottom. Back centering is virtually spot-on with balanced white borders.
Corners
All four front corners present sharp, crisp points with no visible whitening. Back corners are well-defined with minimal to no edge wear at the tips.
Edges
Front edges appear clean and smooth across all borders. Back top edge shows very minor light factory paper friction standard for Prizm stock.
Surface
Front Prizm foil surface retains strong sheen with no visible print lines or scratches. Back surface is clean, dark black print areas show no noticeable scuffing or print spots.
Do not count this as a grading failure. Centering ratios are model estimates rather than calibrated measurements.
Label record: PSA 10
Francisco Alvarez / 2023 Chrome
PSA 10 / image 9-10
2023 Topps Chrome Francisco Alvarez Orange Wave autograph #RAFA
Possible stain/debris flagged in region detail; Premium returned 9-10
Premium returned 9-10 and described a clean surface. The separate region inspector localized a small yellow-brown spot on the upper-right white reverse border and requested human review.
Centering9.5image estimate / 10
Corners10.0image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 48/52; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is well within Gem Mint tolerances, with a very minor left-to-right bias. Back centering is exceptionally clean and balanced.
Corners
All four front and back corners appear sharp, well-formed, and crisp under magnification.
Edges
Edges show smooth factory cuts with no noticeable chipping or refractor foil flaking.
Surface
Front refractor finish shows excellent gloss with bright foil print and clean autograph application. Back paper surface is clean and free of notable print spots or wear.
The mark is visible in the native crop, but its physical nature remains unresolved: card staining, holder debris/residue and a print or paper inclusion are alternatives. This is a useful follow-up and a difference between components, not a demonstrated correct HaloVision whole-card grade or a proven PSA 10 versus 5/6 error.
Label record: PSA 10
Shaquille O'Neal / 1992 Beam Team
PSA 10 / image 8-9
1992 Stadium Club Beam Team Shaquille O'Neal #21
Minor corner and edge findings; modest disagreement
Premium returned 8-9, identifying small reverse corner touches and front foil micro-flaking.
Centering9.5image estimate / 10
Corners8.5image estimate / 10
Edges8.5image estimate / 10
Surface8.5image estimate / 10
Centering estimates: L/R 50/50; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front full-bleed graphic appears evenly centered. Back borders show excellent left-to-right and top-to-bottom balance.
Corners
Front top-right corner shows a slight touch of wear at the tip. Back bottom-left and bottom-right corner tips exhibit minor white touch/chipping. Remaining corners are sharp.
Edges
Front bottom foil edge has minor micro-flaking typical for Stadium Club Beam Team foil. Back dark edges show faint specks of white wear upon close inspection.
Surface
Front foil finish displays good gloss with light hairline surface friction marks. Back black surface shows minor dust particles and tiny scattered print specks.
The returned findings are minor. They do not establish a correct grade of 5 or 6, and surface hairlines through a holder remain ambiguous.
Label record: PSA 10
Bobby Witt Jr. / 2020 Bowman
PSA 10 / image 9-10
2020 Bowman Chrome Bobby Witt Jr. Orange autograph #CPABWJ
No meaningful discrepancy
Premium returned 9-10, overlapping PSA 10, and described sharp corners and clean orange refractor surfaces.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 50/50; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is virtually centered both horizontally and vertically. Back centering is slightly offset left-to-right at approximately 55/45.
Corners
Corners appear very sharp and well-defined on both front and back. No visible whitening, fraying, or soft tips observed in detail views.
Edges
Edges display a clean factory cut with no chipping or burring visible along the borders.
Surface
Orange refractor surface exhibits excellent gloss and clean presentation. Autograph is complete and bold without visible smudging or severe fading.
The centering complaint did not produce a large disagreement in this test. The autograph grade is separate from the card condition grade.
Label record: PSA 10
Jackie Robinson / 2023 Bob Ross
PSA 10 / image 8-9
2023 Topps x Bob Ross Jackie Robinson Midnight Black 1/1 #45
Ambiguous lower-border mark; Premium returned 8-9
Premium returned 8-9 and noted minor edge irregularity and holder artifacts. One region answer also flagged a moderate pale diagonal mark below the front name banner, with holder scuff, fiber and printed texture as alternatives.
Centering9.0image estimate / 10
Corners9.0image estimate / 10
Edges8.5image estimate / 10
Surface8.5image estimate / 10
Centering estimates: L/R 50/50; T/B 53/47. These are model estimates, not calibrated measurements.
Centering
Front centering is well-balanced left-to-right and top-to-bottom. Back centering shows a slight left-to-right off-center shift (approx 58/42).
Corners
All four corners on front and back appear sharp with well-defined points. Minor micro-imperfection visible at the extreme top edge near top-right corner under magnification.
Edges
Dark full-bleed black borders are sensitive to edge wear. Minor edge roughness/micro-chipping visible along top and right borders.
Surface
Blue foil 1/1 stamp is clean and crisp. A prominent white fiber/lint artifact is visible sweeping across the bottom-left corner over the inner border line. Additional hairline lint/artifact visible above 'JOY OF' near top left. Scuffing and light scratches observed on the outer plastic holder.
The mark is visible but its cause is unconfirmed. The decorative corner diamonds are printed design features. Neither the diagonal mark nor a stray white fiber establishes paper loss or a severe grading error from these scans alone.
Label record: PSA 10
Shohei Ohtani / 2025 Topps
PSA 10 / image 9-10
2025 Topps Shohei Ohtani Big Apple Orange Foil #400
No meaningful discrepancy
Premium returned 9-10 on complete official scans approximately 6000 pixels tall. It noted minor right-edge roughness and possible holder fibers.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.0image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 48/52; T/B 48/52. These are model estimates, not calibrated measurements.
Centering
Front centering is very well-balanced, slightly favoring right and bottom borders but comfortably within Gem Mint standards. Back centering shows clean, symmetric margin layout.
Corners
All four front and back corners appear sharp and well-defined with no notable soft tips or crushing.
Edges
Front right edge exhibits minor print factory rough-cutting with tiny specks of white stock showing on close inspection. Remaining top, bottom, and left edges remain smooth and crisp.
Surface
Gloss and orange foil border present vibrant color with clean, crisp stamping. Faint stray fiber/hair observed on front bottom-right orange area and back top-right blue field appears to be scanner glass or holder artifact.
This does not support a severe grading-failure claim. The model centering ratios are retained as estimates, not actual measured border geometry.
Label record: PSA 10
Eevee / 2001 Neo Discovery
PSA 9 / image 8-9
2001 Pokemon Neo Discovery Eevee #38
Range overlaps PSA 9; regional reverse-edge whitening
Premium returned 8-9, overlapping PSA 9. The separate region inspector identified moderate whitening along the reverse left edge, in addition to holder glare.
Centering8.5image estimate / 10
Corners8.5image estimate / 10
Edges8.5image estimate / 10
Surface8.5image estimate / 10
Centering estimates: L/R 48/52; T/B 52/48. These are model estimates, not calibrated measurements.
Centering
Front centering is well balanced with slight left-right bias. Back centering shows slight top-bottom variance.
Corners
Front corners appear clean and well-shaped. Back top-right corner shows slight edge touch/speck of whitening.
Edges
Front yellow borders are clean and intact. Back edges display minor edge wear and faint flecks of whitening near the bottom-right border.
Surface
Front surface is clear with strong color retention. Back surface is mostly clean with minor isolated specks visible under magnification. Notable glare artifacts present from protective sleeve/case overhead lighting.
The native region shows irregular pale edge marks that merit physical review. That visible finding does not independently establish a correct lower whole-card grade or show that PSA 9 is wrong. The component findings and original owner photographs are preserved.
Label record: PSA 9
Source record ↗Shining Tyranitar / 2001 Neo 4
PSA 10 / image 9-10
2001 Pokemon Japanese Neo 4 Shining Tyranitar #248
No meaningful discrepancy
Premium returned 9-10 and described clean edges and strong condition on official 2400-pixel scans.
Centering9.5image estimate / 10
Corners9.5image estimate / 10
Edges9.5image estimate / 10
Surface9.5image estimate / 10
Centering estimates: L/R 52/48; T/B 53/47. These are model estimates, not calibrated measurements.
Centering
Front centering is very strong left-to-right and top-to-bottom. Back border alignment is well within gem mint parameters.
Corners
Corners appear sharp on both front and back with no visible whitening or wear.
Edges
Edges show no discernible chipping, wear, or touch-ups on front yellow or back blue borders.
Surface
Foil texture on Shining Tyranitar appears crisp and undamaged. Back gloss is well-preserved with no noticeable scratches or print defects.
Do not present the general collector complaint about Neo 4 Shining cards as proof of damage on this particular specimen.
Label record: PSA 10
Lucky Stadium / 2000 Promo
PSA 10 / image 8-9
2000 Pokemon Japanese Promo Lucky Stadium Tropical Mega Battle
Multiple minor reverse findings; modest disagreement
Premium returned 8-9, identifying small reverse corner touches and edge wear on the complete original auction pair.
Centering9.5image estimate / 10
Corners9.0image estimate / 10
Edges8.5image estimate / 10
Surface9.0image estimate / 10
Centering estimates: L/R 50/50; T/B 50/50. These are model estimates, not calibrated measurements.
Centering
Front centering is exceptionally well-balanced. Back centering is nearly perfect with minor 52/48 variance.
Corners
Front corners appear sharp and clean. Back top corners show faint micro-whitening touches under detail view.
Edges
Front bottom edge has a tiny white speck near the left corner. Back top edge exhibits light edge wear and minor speckling.
Surface
Front artwork and text are clean and vibrant. Back surface shows small dust/lint specks on the dark blue background, but print quality is intact.
This is a modest image-based disagreement, not a proven PSA 10 versus 5/6 error. Original unannotated scans were used; the forum close-ups were not fed to the first call.
Label record: PSA 10
Source record ↗THE METHOD IS PART OF THE MESSAGE
Show the work.
Keep the uncertainty.
Transparent inspection makes an estimate more useful. The evidence should remain open to scrutiny.
Blind to the label.
Complete front/back card crops retained the boundaries and excluded the certification label. Complaint text, expected grades and defect hints were not given to the first grading calls.
More than one view.
The Premium helper prepared an overview, four corner details and a center-surface detail for each face: 12 views per first call. Its existing encoding limits each view to 2,200 pixels.
A separate closer look.
The experimental region inspector received native PNG regions with full-face context: nine regions per face, 18 per card, with 10% overlap. Overlapping cells may describe the same mark twice.
Honest limits.
Twelve of 360 region answers were marked uncertain. Holder scuffs, dust, glare and printing can resemble card damage. No independently verified physical grades or general accuracy advantage were established.
Scope: deployed Premium image/prompt/provider helpers plus an existing experimental region inspector. The full production intake/acceptance workflow was not executed. Research results do not mean the 18-region pilot is generally available in the public product. Photographs cannot reliably exclude every shallow dent or gloss change.
TAKE A CLOSER LOOK WITH YOU
Made to share.
Built to inspect.
The brochure presents the method, the featured finding and all 20 results. The data files preserve the component scores using study references only.
Actual card-only photographs are shown. Certification labels and certificate identifiers are omitted; matched original photographs and PSA records are retained privately and are available for verification on request. Contact [email protected]. This independent research is not affiliated with or endorsed by PSA.
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The research inspection shown above is a separate study.