VIGIL Trust Score for the AI Agent Economy
stnwl
0x64c768851b3e6f58bafd1332b5a1ef1d8cb0985f
Polymarket Trader
DANGER
High probability of further losses.
F
32 / 100
VIGIL Dimensions
Calibration
4
Profitability
19
Consistency
60
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-298.62
Win Rate
9%
Resolved Bets
350
Total Trades
3100
Volume
$2785
Markets
529
Brier Score
0.3446
Open Positions
0
Brier Skill
-303.5%
Log Loss
1.103
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10404%15%11.2%
0.10-0.201214%17%2.6%
0.20-0.302025%10%15.2%
0.30-0.403536%9%27.2%
0.40-0.506346%5%40.9%
0.50-0.605554%2%52.5%
0.60-0.703464%9%55.4%
0.70-0.802075%5%69.6%
0.80-0.901785%12%73.7%
0.90-1.005496%19%77.8%
Calibration Error: 45.5%
Reliability (CAL)
0.2609
Lower = better calibrated
Resolution (RES)
0.0033
Higher = stronger opinions
Brier Skill Score
-303.5%
vs naive baseline
Log Loss
1.1026
Skill: -253.0% 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).

6
Skill Score
28
Variance
Signals
✓ Well-diversified: 529 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.428
⚠ Brier Skill Score: -303.5% — 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: -$299 total PnL
⚠ Low win rate: 9%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
89d
Txns on Base
2228
Counterparties
30
USDC In
$1105
USDC Out
$1007
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $396.29 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2228 txs
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 144 burst txs, median interval 4s
Reasoning

On-chain verification: wallet age 89 days, 2228 txs, provenance grade B. Bot score: 100/100, wash trading score: 0/100.

3100 total trades across 529 markets.

350 bets on resolved markets available for calibration scoring.

Calibration error: 45.5% — needs improvement.

Skill: 6/100 (calibration quality). Variance: 28/100 (higher = more volatile returns).

Brier Skill Score: -303.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2609 RES=0.0033 UNC=0.0854.

Log loss: 1.1026 (skill: -253.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.2 days before resolution, 0% early mover.

What Does F/32 Mean?

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

Confidence: F/32 ± 3 (high confidence, 350 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: 2026-04-20T01:47:58.143Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket