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CardFax™ Registry

MasonMiller

2026 Topps Finest #158 · Graded by TradingCard360®, recorded in the CardFax™ Registry.

Graded slab — drag to flip between front and back
Slab Back
8NM-MT

▲ Corners is the lowest subgrade — it caps the overall grade.

3503720

Serial

Aug 10, 2026

Graded

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Registry Census

TC360 Population Report

✓Inspected by TradingCard360®Verified · CardFax™ Registry
Population at This Grade
Pop 1
at Near Mint-Mint 8
Pop 1 — only copy at this grade
Of 1 copy of this card graded by TradingCard360.
Grade Breakdown
Near Mint-Mint 8This card
Pop 1
Census counts every copy of this exact card — same player, year, set, card number, and parallel — graded by TradingCard360. Updated live from the CardFax™ Registry.

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  • Overview
  • Centering
  • Corners
  • Edges
  • Surface
  • Synthesis
  • Provenance
CardFax™
00Overview01Centering02Corners03Edges04Surface05Synthesis06Provenance
Overall
8
Grade
CardFax™

Mason Miller

2026 · Topps · Topps Finest

#158
Overall
8
Cert
#3503720
Issued August 10, 2026
Centering
10
Corners
8
Edges
9.9
Surface
10
Mason Miller graded 8
Inspection 01

Centering Analysis

Inspected by TradingCard360Verified · 1,450 cards graded
iHow to read this data▾

Centering is measured, not eyeballed: the printed frame and the outer card edge are located at sub-pixel resolution, and the border ratios come directly from those measurements.

Ratios:
Left/right and top/bottom border splits. Official buffers: a front within 60/40 and a back within 75/25 measure as perfect; the front counts for 80% of the centering subgrade, the back 20%.
Overlay:
Cyan rectangle = the card's outer edge; orange = the printed frame. Parallel, evenly spaced rectangles are what a well-centered card looks like.
Inspection 01 · Geometry

Centering Analysis

Vision AI isolates the inner artwork frame and outer card border at sub-pixel resolution, then measures the four border margins to derive precise left-to-right and top-to-bottom ratios on the front and back faces.

Sub-pixel margin extraction Sobel-edge frame detection Front + back measured
Subgrade
10
L / R Ratio
60/40
T / B Ratio
50/50
Front
Back
Outer frame
Inner frame
Subgrade
10
Worst Axis
—
L/R Ratio
60/40
Grade 10
T/B Ratio
50/50
Grade 10
Back L/R
52/48
Grade 10
Back T/B
56/44
Grade 10
Precise Margins (px)
L63.5
R95.1
T53.0
B53.2
Findings
  • Frame type detected: bordered. Vision AI extracted the inner artwork frame and outer card border using Sobel-edge detection at sub-pixel resolution.
  • Front face measured 60/40 left-to-right (10) and 50/50 top-to-bottom (10).
  • Back face measured 52/48 L/R and 56/44 T/B.
  • Border margins (px): L 63.5 · R 95.1 · T 53.0 · B 53.2.
  • Limiting axis: Left/Right. This axis drives the composite centering subgrade.
  • Composite centering subgrade locked at 10.
Method · Sobel-edge frame detection · sub-pixel ratio extraction
Inspection 02

Corners Inspection

Inspected by TradingCard360Verified · 1,450 cards graded
iHow to read this data▾

Every corner is graded three ways at once — a vision model reads the photo, a trained classifier and reference library compare it against thousands of graded corners, and where the boundary is clean enough, the corner is physically measured from its silhouette. Everything below speaks one language:

Corner annotation:
Each corner's word is its annotation class, assigned directly from the decimal: Pristine 9.9+ · Sharp 9.75–9.8 · Very slight touch 9.4–9.7 · Slight rounding 9.05–9.3 · Minor rounding 8.2–9.0 · Moderate flattening 7.0–8.1 · Heavy rounding below 7. Same vocabulary used to annotate and train the corner models. Whitening and fray are separate observations from the color photo. The weakest corner anchors the corners subgrade.
Tip angle:
The angle where the two cut edges meet, found by fitting a straight line along each edge. A factory-square corner measures 87–93°. It is a squareness test, not a ranking — everyday wear happens at the very tip and leaves the edges untouched, so a worn corner can still measure ~90°. Only a skewed or crushed corner fails this test.
Deficit:
The percentage of material missing from the tip wedge — the gap between where a perfect tip would be and where this card's material actually ends. Under 2% means the tip is fully present.
Roughness:
How much the cut edge waves compared to a perfectly straight line, in pixels. A clean factory cut measures under about 2px.
Whitening & fray:
Surface wear read from the color photo — geometry cannot see it. Severities are the grading rubric's own words: trace, minor, obvious, heavy for whitening; light, evident, exposed for fray. This is how a geometrically square corner can still lose points: to whitening, not shape.
Visual proof:
Red and blue lines are the fitted cut edges; the yellow ring marks where a perfect tip would be; the green ring marks where material actually ends. Rings stacked on top of each other mean a square corner.
When numbers are absent:
If printed design runs along the boundary, the instrument cannot measure reliably. Those corners show the photo only, and the grade rests on the full model consensus. Factory-rounded cards (Pokémon and other TCGs) are die-cut with a corner radius, so square-tip measurements do not apply — those corners are graded by the model consensus and the rounded-corner reference library.

Read the full methodology: How to Grade Card Corners — the Vision™ white paper →

Inspection 02 · Geometry

Corners Inspection

Every corner is independently cropped from the source scan and evaluated for whitening, chipping, and softness. 8 of 8 corners returned a confident reading; the weakest corner anchors the composite subgrade.

8-corner crop pipeline Whitening + chip detection Worst-corner anchored
Subgrade
8
Avg Corner
9.4
8/8 analyzed
Weakest / Best
8.8 / 9.8
Front · Top Left
Front · Top Left
9.8
Sharp
no measured read · graded by model consensus
Front · Top Right
Front · Top Right
9.4
Very slight touch · trace whitening
no measured read · graded by model consensus
Front · Bottom Left
Front · Bottom Left
8.8
Minor rounding · obvious whitening · evident fray
tip 90.0° · deficit 0.3% · rough 0.9px
Front · Bottom Right
Front · Bottom Right
9.8
Sharp
tip 90.0° · deficit 1.8% · rough 0.9px
Back · Top Left
Back · Top Left
9.5
Very slight touch
no measured read · graded by model consensus
Back · Top Right
Back · Top Right
9.4
Very slight touch
tip 90.0° · deficit 4.1% · rough 1.4px
Back · Bottom Left
Back · Bottom Left
9.1
Slight rounding · trace whitening
tip 89.6° · deficit 0.1% · rough 0.8px
Back · Bottom Right
Back · Bottom Right
9.3
Slight rounding
tip 89.7° · deficit 1.0% · rough 1.5px

Measured from each corner's silhouette at grade time: tip angle — a factory-square corner measures 87–93°; deficit — material missing from the tip wedge; roughness — edge waviness in pixels (clean cuts measure under ~2px). The angle is a squareness test, not a ranking — within 87–93° small differences are measurement precision, and a square corner's grade is then set by whitening and wear the angle cannot see. Where the printed design at the boundary is too busy to measure, the corner is graded by the full model consensus instead. In the visual proof: red and blue lines are the card's fitted edges, the yellow ring marks where a perfect tip would be, and the green ring marks where the material actually ends — rings on top of each other mean a geometrically square corner.

Subgrade
8
Avg of 8 Corners
9.4
8/8 analyzed
Weakest / Strongest
8.8 / 9.8
Bottom Left → Top Left
Findings

All 8 analyzed corners averaged 9.4. Strongest corner Front · Top Left at 9.8; weakest Front · Bottom Left at 8.8. Composite corners grade 8.

Method · 8-corner crop · whitening & chip detection
Inspection 03

Edges Inspection

Inspected by TradingCard360Verified · 1,450 cards graded
iHow to read this data▾

Each of the four edges is graded on the official scale from full-resolution strips of the actual scan, front and back.

Edge grade:
Reflects the worse of the front and back condition for that edge; the weakest edge anchors the edges subgrade under the official formula.
Condition notes:
Plain-language findings for both faces — chipping, roughness, and specks show most clearly on dark card stock.
Strips:
Native-resolution slices of the scan itself, not re-renders — what you see is the actual edge.
Inspection 03 · Geometry

Edges Inspection

Each of the four card edges is isolated and scanned at full resolution across color and etched-luminance passes, surfacing whitening, fraying, dings, and rough cuts that the eye routinely misses.

Per-edge color + luma scan 4-side independent grading Etched defect overlay
Subgrade
9.9
Edges Scored
4/4
top
top edge
9.9
Clean and sharp on both front and back, with no visible roughness or whitening.
right
right edge
9.8
Clean and smooth on both front and back, with only the faintest hint of imperfection under close inspection.
bottom
bottom edge
9.8
Clean and sharp on both sides, extremely minimal manufacturing roughness only visible under close inspection.
left
left edge
9.9
Clean and smooth on both front and back; no visible chipping or fraying.
Findings

FRONT: All four edges appear crisp, sharp, and nearly flawless, with only the most minute imperfections detectable with high magnification. BACK: The edges are equally clean and well-preserved, matching the front in quality. No signs of whitening, chipping, or significant roughness on any edge. Grades reflect that all edges are in near-perfect condition, with tiny imperfections if any.

Method · Per-edge color & etched-luminance scan
Inspection 04

Surface Inspection

Inspected by TradingCard360Verified · 1,450 cards graded
iHow to read this data▾

The surface is examined in multiple independent passes over both the color scan and an etched relief view that exaggerates texture, so gloss cannot hide pressure marks.

Markers:
Each marker pins a finding to its location on the card. Flat, round dots under the gloss are print artifacts from the factory, not damage.
Etched view:
A relief rendering of the same scan — creases, dents, and scratches cast visible ridges in it.
Surface subgrade:
The whole-number floor of the surface grade caps the card's overall grade under the official formula.
Inspection 04 · Condition

Surface Inspection

Vision AI generates an etched defect map of the card face, then weights each detected scratch, print line, and pressure mark by severity and location. No surface markers exceeded the detection threshold on this card.

Etched defect mapping Severity-weighted scoring Per-marker geolocation
Subgrade
10
Markers
0
Etched view
Color view

Drag to compare · Color ↔ Etched

Markers
0
Detected defects on surface
Findings

No surface defects identified by user. Card exhibits pristine surface condition.

Method · Etched defect map · severity weighting
Synthesis

Vision Analysis

Inspected by TradingCard360Verified · 1,450 cards graded
Vision AI Synthesis

Near Mint–Mint

Strong eye appeal with one or two flagged axes. Composite assigned after four independent inspection passes synthesized into a single deterministic grade.

Sobel edge detection Multi-pass corner scan Surface defect mapping Sub-pixel centering
Composite Grade
8
Model Confidence
87%
Standout Axis
Surface
Highest subgrade at 10
Limiting Factor
Corners
Drives composite at 8
Subgrade Spread
2.0
Wide — one axis materially limits the grade.
AI Inspection Notes
  • Final composite grade 8 assigned by TradingCard360 Vision AI after independent inspection of centering, corners, edges, and surface.
  • Subgrades inspected — Centering 10, Corners 8, Edges 9.9, Surface 10.
  • Limiting factor identified: Corners at 8.
  • Frame detected as bordered; inner artwork frame and outer card border isolated via Sobel-edge extraction at sub-pixel resolution.
  • Corner inspection scored 8 of 8 individually (4 per side); spread of 1.0 between strongest and weakest corner.
Synthesis is deterministic: the composite grade is the lowest binding subgrade adjusted for axis weighting. Vision AI does not round up borderline cases — every grade is anchored to the inspection data shown above.
Subgrade Composite
Centering+2.010
CornersLimiter0.08
Edges+1.99.9
Surface+2.010
Composite8
Bound by the lowest qualifying subgrade. Gem Mint 10 requires a subgrade average ≥ 9.6.
Provenance

Grader Credentials & Verification

Inspected by TradingCard360Verified · 1,450 cards graded
Grader Credentials

TradingCard360

Verified

Independent computer-vision grading with human verification. Every subgrade is computed from the source images, signed, and locked at the time of grading.

Digital Endorsement
Signature of TradingCard360
Total Cards Graded
1,450
Grade Distribution
10
1,047 · 72%
9
218 · 15%
8
119 · 8%
7
27 · 2%
6
19 · 1%
5
6 · 0%
4
4 · 0%
3
1 · 0%
2
3 · 0%
1
6 · 0%
Top Sport
Baseball49%
Era Mix
Modern 100%Vintage 0%
1981+Pre-1981
Top Brand
Topps80%
Last Graded
Aug 27, 2026Today
Certification ID
#3503720
Registry Issued
August 10, 2026
Manual Adjustments
0NOMINAL
Audit Trail
Pipeline-only grade
Every subgrade on this report came directly from the Vision AI inspection pipeline. No human override was applied at any stage.
Signed at certification
The composite grade, all four subgrades, and the underlying analysis data were hashed together and bound to certification #3503720.
Tamper-evident
Any change to the grade, subgrades, or images after certification is recorded here with the original value, the new value, the operator, and a timestamp.
The audit trail is append-only. Historical grades cannot be deleted — only superseded with a recorded reason.
Verified Record · CardFax™ Registry
Certificate
#3503720
Issued
August 10, 2026
Subgrades are computed from the source images, signed, and locked at the time of grading.
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CardFax™ Registry Information

This CardFax™ record is generated exclusively by TradingCard360® and serves as a specialized digital registry for trading cards and sports memorabilia.