VIGIL Trust Score for the AI Agent Economy
Aed4Ff
0xf3531b23b504cf0aed4ff21325232b2a2d496685
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
53 / 100
VIGIL Dimensions
Calibration
30
Profitability
39
Consistency
96
Discipline
84
Sample Size
88
Live Edge
54
Raw Metrics
Total PnL
$-221.04
Win Rate
0%
Resolved Bets
112
Total Trades
3100
Volume
$58658
Markets
104
Brier Score
0.2514
Open Positions
18
Brier Skill
-0.6%
Log Loss
0.694
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1024%0%4.4%
0.10-0.20116%0%16.0%
0.40-0.504449%0%48.7%
0.50-0.606351%0%51.4%
0.60-0.70167%0%67.3%
0.70-0.80177%0%77.4%
Calibration Error: 49.5%
Reliability (CAL)
0.2513
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-0.6%
vs naive baseline
Log Loss
0.6937
Skill: -8672.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

1
Skill Score
8
Variance
Signals
✓ Well-diversified: 104 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
✓ On-chain: $18,257 total USDC.e received from Polymarket contracts across 63 tx (Polygon)
⚠ Overconfidence bias: 0.495
⚠ 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: -$221 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2998
Counterparties
30
USDC In
$20255
USDC Out
$18737
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $1738.37 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2998 txs
✓ Significant USDC flow: $38,992
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 21 days, 2998 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $18,257 in / $0 out across 63 withdrawal tx since 2026-03-31.

3100 total trades across 104 markets.

112 bets on resolved markets available for calibration scoring.

Calibration error: 49.5% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 8/100 (higher = more volatile returns).

Brier Skill Score: -0.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2513 RES=0.0000 UNC=0.0000.

Log loss: 0.6937 (skill: -8672.8% vs naive). Lower log loss = better calibration on rare events.

What Does C/53 Mean?

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

Confidence: C/53 ± 8 (medium confidence, 112 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-04-21T19:59:22.800Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket