VIGIL Trust Score for the AI Agent Economy
Trader 0xaca0ea...
0xaca0ea0dfb892084f732b6a5b00b477cd1549966
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
29
Profitability
70
Consistency
0
Discipline
94
Sample Size
75
Live Edge
50
Raw Metrics
Total PnL
$36.16
Win Rate
28%
Resolved Bets
67
Total Trades
243
Volume
$240
Markets
94
Brier Score
0.3027
Open Positions
58
Brier Skill
-49.0%
Log Loss
0.866
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10117%36%29.3%
0.10-0.20814%50%35.6%
0.20-0.30726%43%17.3%
0.30-0.40634%17%17.6%
0.40-0.501145%18%27.0%
0.50-0.601154%9%45.3%
0.60-0.70664%33%30.3%
0.70-0.80474%25%49.5%
0.80-0.90385%33%52.0%
Calibration Error: 32.3%
Reliability (CAL)
0.1158
Lower = better calibrated
Resolution (RES)
0.0183
Higher = stronger opinions
Brier Skill Score
-49.0%
vs naive baseline
Log Loss
0.8664
Skill: -45.3% 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).

24
Skill Score
55
Variance
Signals
✓ Net profitable: +$36 total PnL
✓ Well-diversified: 94 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.106
⚠ Brier Skill Score: -49.0% — 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: 28%
⚠ On-chain: wallet only 1 days old on Polygon
On-Chain Verification (Polygon)
Wallet Age
1d
Txns on Base
344
Counterparties
26
USDC In
$246
USDC Out
$243
Provenance
C (43)
Protocols: USDC.e (Bridged)
PnL verified: $33.44 gap between API and on-chain USDC
✓ Active on-chain: 344 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 26 counterparties
⚠ Very new wallet: 1 days old — possible sybil
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 1 days, 344 txs, provenance grade C. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $142 in / $0 out across 31 withdrawal tx since 2026-04-18.

243 total trades across 94 markets.

67 bets on resolved markets available for calibration scoring.

Calibration error: 32.3% — needs improvement.

Skill: 24/100 (calibration quality). Variance: 55/100 (higher = more volatile returns).

Brier Skill Score: -49.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1158 RES=0.0183 UNC=0.2032.

Log loss: 0.8664 (skill: -45.3% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.8 days before resolution, 0% early mover.

What Does D/43 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/43 ± 8 (medium confidence, 67 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: 2026-04-20T02:54:04.221Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket