VIGIL Trust Score for the AI Agent Economy
Trader 0xd1001f...
0xd1001f4ef07ee37774934a8bc0083185ef6b853d
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
3
Profitability
36
Consistency
78
Discipline
92
Sample Size
100
Live Edge
52
Raw Metrics
Total PnL
$-30619.97
Win Rate
5%
Resolved Bets
257
Total Trades
703
Volume
$1381562
Markets
318
Brier Score
0.2823
Open Positions
22
Brier Skill
-534.1%
Log Loss
0.775
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1027%0%6.8%
0.10-0.20316%0%15.7%
0.20-0.30826%25%0.5%
0.30-0.402134%14%19.8%
0.40-0.509947%2%44.5%
0.50-0.607354%3%51.1%
0.60-0.702964%7%56.9%
0.70-0.801273%8%64.6%
0.80-0.90684%0%84.3%
0.90-1.00492%0%91.8%
Calibration Error: 46.4%
Reliability (CAL)
0.2396
Lower = better calibrated
Resolution (RES)
0.0027
Higher = stronger opinions
Brier Skill Score
-534.1%
vs naive baseline
Log Loss
0.7746
Skill: -310.6% vs naive — sensitive to rare events
Timeliness
5/100
Avg 5d before resolution, 0% early mover
Skill & Variance Analysis

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

5
Skill Score
24
Variance
Signals
✓ Well-diversified: 318 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.464
⚠ Brier Skill Score: -534.1% — 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: -$30620 total PnL
⚠ Low win rate: 5%
On-Chain Verification (Polygon)
Wallet Age
11d
Txns on Base
1253
Counterparties
31
USDC In
$1540886
USDC Out
$1440513
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $130992.99 gap between API and on-chain USDC
✓ Heavy on-chain activity: 1253 txs
✓ Significant USDC flow: $2,981,398
✓ Human-like transaction patterns
✓ Diverse trading network: 31 counterparties
⚠ Young wallet: only 11 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 11 days, 1253 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

703 total trades across 318 markets.

257 bets on resolved markets available for calibration scoring.

Calibration error: 46.4% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 24/100 (higher = more volatile returns).

Brier Skill Score: -534.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2396 RES=0.0027 UNC=0.0445.

Log loss: 0.7746 (skill: -310.6% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.6 days before resolution, 0% early mover.

What Does D/44 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/44 ± 3 (high confidence, 257 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: 2026-04-20T01:46:54.244Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket