VIGIL Trust Score for the AI Agent Economy
nndk
0xdf6539d1fadb951a02a999d31a72e0cd7fd9c36d
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
52 / 100
VIGIL Dimensions
Calibration
44
Profitability
36
Consistency
78
Discipline
85
Sample Size
88
Live Edge
50
Raw Metrics
Total PnL
$-413.05
Win Rate
0%
Resolved Bets
206
Total Trades
3100
Volume
$20808
Markets
176
Brier Score
0.227
Open Positions
4
Brier Skill
9.2%
Log Loss
0.648
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1011%0%1.2%
0.10-0.20816%0%15.8%
0.20-0.301326%0%25.7%
0.30-0.402837%0%36.6%
0.40-0.509845%0%45.1%
0.50-0.603553%0%53.4%
0.60-0.701064%0%64.1%
0.70-0.80976%0%75.7%
0.80-0.90482%0%81.5%
Calibration Error: 45.7%
Reliability (CAL)
0.2263
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
9.2%
vs naive baseline
Log Loss
0.6480
Skill: -8094.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

5
Skill Score
23
Variance
Signals
✓ Well-diversified: 176 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.457
⚠ 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: -$413 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
90d
Txns on Base
2983
Counterparties
22
USDC In
$16188
USDC Out
$15097
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL verified: $1504.4 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2983 txs
✓ Significant USDC flow: $31,285
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 90 days, 2983 txs, provenance grade B. Bot score: 0/100, wash trading score: 20/100.

Polymarket on-chain coverage: $4,789 in / $0 out across 34 withdrawal tx since 2026-04-02.

3100 total trades across 176 markets.

206 bets on resolved markets available for calibration scoring.

Calibration error: 45.7% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 23/100 (higher = more volatile returns).

Brier Skill Score: 9.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2263 RES=0.0000 UNC=0.0000.

Log loss: 0.6480 (skill: -8094.5% vs naive). Lower log loss = better calibration on rare events.

What Does C/52 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/52 [CI95: C→C, 51-53] (206 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: 2026-07-01T10:42:36.069Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket