VIGIL Trust Score for the AI Agent Economy
Trader 0x5bc331...
0x5bc331ff6a2f3a679f0c98cca0d92cdda5c47a59
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
17
Profitability
40
Consistency
0
Discipline
90
Sample Size
88
Live Edge
67
Raw Metrics
Total PnL
$-43.82
Win Rate
1%
Resolved Bets
233
Total Trades
3100
Volume
$27983
Markets
240
Brier Score
0.1332
Open Positions
18
Brier Skill
-947.7%
Log Loss
0.414
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10435%0%5.3%
0.10-0.204114%0%14.4%
0.20-0.304325%0%24.9%
0.30-0.403635%3%32.3%
0.40-0.501944%0%44.0%
0.50-0.602455%4%51.0%
0.60-0.702164%0%64.4%
0.70-0.80371%0%70.7%
0.80-0.90383%33%50.0%
Calibration Error: 29.3%
Reliability (CAL)
0.1213
Lower = better calibrated
Resolution (RES)
0.0016
Higher = stronger opinions
Brier Skill Score
-947.7%
vs naive baseline
Log Loss
0.4145
Skill: -502.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

25
Skill Score
31
Variance
Signals
✓ Strong Brier score: 0.1332
✓ Well-diversified: 240 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.293
⚠ Brier Skill Score: -947.7% — 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
⚠ Low win rate: 1%
On-Chain Verification (Polygon)
Wallet Age
66d
Txns on Base
2719
Counterparties
54
USDC In
$8443
USDC Out
$8421
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL verified: $65.32 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2719 txs
✓ Diverse counterparties: 54 unique addresses
✓ Significant USDC flow: $16,864
✓ Human-like transaction patterns
✓ Diverse trading network: 54 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 66 days, 2719 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $5,066 in / $0 out across 114 withdrawal tx since 2026-02-19.

3100 total trades across 240 markets.

233 bets on resolved markets available for calibration scoring.

Calibration error: 29.3% — needs improvement.

Skill: 25/100 (calibration quality). Variance: 31/100 (higher = more volatile returns).

Brier Skill Score: -947.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1213 RES=0.0016 UNC=0.0127.

Log loss: 0.4145 (skill: -502.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 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/38 [CI95: D→D, 37-39] (233 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-26T06:57:57.935Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket