VIGIL Trust Score for the AI Agent Economy
Private-Utilisation
0xb25d605a831cc919680ee0bf51df4b2911db75a3
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
48 / 100
VIGIL Dimensions
Calibration
8
Profitability
40
Consistency
55
Discipline
75
Sample Size
100
Live Edge
60
Raw Metrics
Total PnL
$8.41
Win Rate
0%
Resolved Bets
467
Total Trades
3100
Volume
$48218
Markets
466
Brier Score
0.1781
Open Positions
2
Brier Skill
-999.0%
Log Loss
0.544
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.00-0.1097%0%7.3%
0.10-0.202416%0%16.0%
0.20-0.305725%2%23.3%
0.30-0.4013036%0%35.7%
0.40-0.5016944%0%44.3%
0.50-0.605754%0%53.6%
0.60-0.70964%0%64.4%
0.70-0.80375%0%75.1%
0.80-0.90884%0%84.3%
0.90-1.00191%0%91.0%
Calibration Error: 39.7%
Reliability (CAL)
0.1752
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.5438
Skill: -3454.2% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

12
Skill Score
23
Variance
Signals
✓ Strong Brier score: 0.1781
✓ Net profitable: +$8 total PnL
✓ Well-diversified: 466 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.397
⚠ Brier Skill Score: -8236.0% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
109d
Txns on Base
2000
Counterparties
0
USDC In
$9718
USDC Out
$7608
Provenance
B (61)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $2101.86 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $17,325
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 109 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $4,551 in / $0 out across 451 withdrawal tx since 2026-01-04.

3100 total trades across 466 markets.

467 bets on resolved markets available for calibration scoring.

Calibration error: 39.7% — needs improvement.

Skill: 12/100 (calibration quality). Variance: 23/100 (higher = more volatile returns).

Brier Skill Score: -8236.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1752 RES=0.0000 UNC=0.0021.

Log loss: 0.5438 (skill: -3454.2% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.9 days before resolution, 0% early mover.

What Does D/48 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/48 [CI95: D→D, 47-49] (467 resolved bets). This score is highly reliable — enough resolved bets to be confident.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-24T08:37:18.236Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket