VIGIL Trust Score for the AI Agent Economy
Trader 0x550b97...
0x550b973fefcffa5b9a1513b8ff932782dfa75b52
Polymarket Trader
DANGER
High probability of further losses.
F
28 / 100
VIGIL Dimensions
Calibration
0
Profitability
38
Consistency
54
Discipline
50
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$-10.94
Win Rate
9%
Resolved Bets
11
Total Trades
613
Volume
$1349
Markets
82
Brier Score
0.4716
Open Positions
0
Brier Skill
-470.6%
Log Loss
1.397
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1015%100%95.2%
0.10-0.20113%0%12.7%
0.40-0.50346%0%46.3%
0.50-0.60152%0%52.0%
0.60-0.70161%0%61.0%
0.70-0.80176%0%75.9%
0.80-0.90182%0%81.7%
0.90-1.00293%0%93.0%
Calibration Error: 64.0%
Reliability (CAL)
0.4712
Lower = better calibrated
Resolution (RES)
0.0826
Higher = stronger opinions
Brier Skill Score
-470.6%
vs naive baseline
Log Loss
1.3968
Skill: -358.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

13
Skill Score
25
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 82 unique markets
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.4716
⚠ Overconfidence bias: 0.467
⚠ Brier Skill Score: -470.6% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 9%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: wallet only 0 days old on Polygon
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
0d
Txns on Base
2016
Counterparties
30
USDC In
$920
USDC Out
$918
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $13.26 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2016 txs
✓ Diverse trading network: 30 counterparties
⚠ Very new wallet: 0 days old — possible sybil
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 149 burst txs, median interval 8s
Reasoning

On-chain verification: wallet age 0 days, 2016 txs, provenance grade C. Bot score: 80/100, wash trading score: 0/100.

613 total trades across 82 markets.

11 bets on resolved markets available for calibration scoring.

Calibration error: 64.0% — needs improvement.

Skill: 13/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: -470.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4712 RES=0.0826 UNC=0.0826.

Log loss: 1.3968 (skill: -358.5% vs naive). Lower log loss = better calibration on rare events.

What Does F/28 Mean?

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

Confidence: F/28 ± 25 (very_low confidence, 11 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T00:35:16.874Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket