VIGIL Trust Score for the AI Agent Economy
Lively-Authenticity
0xb55fa1296e6ec55d0ce53d93b9237389f11764d4
Polymarket Trader
DANGER
High probability of further losses.
F
30 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
54
Discipline
94
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-42944.08
Win Rate
3%
Resolved Bets
986
Total Trades
3100
Volume
$47816
Markets
282
Brier Score
0.4294
Open Positions
14
Brier Skill
-999.0%
Log Loss
1.520
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101405%1%4.0%
0.10-0.2017815%1%13.6%
0.20-0.3010624%6%18.7%
0.30-0.403634%11%23.2%
0.40-0.501844%22%22.2%
0.50-0.60856%0%56.1%
0.60-0.703665%6%59.6%
0.70-0.806276%0%75.7%
0.80-0.9013686%3%82.9%
0.90-1.0026697%1%95.8%
Calibration Error: 50.9%
Reliability (CAL)
0.4039
Lower = better calibrated
Resolution (RES)
0.0013
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.5200
Skill: -1147.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
35
Variance
Signals
✓ Well-diversified: 282 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4294
⚠ Overconfidence bias: 0.509
⚠ Brier Skill Score: -1572.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$42944 total PnL
⚠ Low win rate: 3%
On-Chain Verification (Polygon)
Wallet Age
59d
Txns on Base
2770
Counterparties
6
USDC In
$0
USDC Out
$0
Provenance
C (40)
✓ Heavy on-chain activity: 2770 txs
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 59 days, 2770 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 282 markets.

986 bets on resolved markets available for calibration scoring.

Calibration error: 50.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 35/100 (higher = more volatile returns).

Brier Skill Score: -1572.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4039 RES=0.0013 UNC=0.0257.

Log loss: 1.5200 (skill: -1147.0% vs naive). Lower log loss = better calibration on rare events.

What Does F/30 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/30 [CI95: F→F, 29-31] (986 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: 2026-06-29T12:04:06.186Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket