VIGIL Trust Score for the AI Agent Economy
RN1
0x2005d16a84ceefa912d4e380cd32e7ff827875ea
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
9
Profitability
0
Consistency
75
Discipline
93
Sample Size
100
Live Edge
56
Raw Metrics
Total PnL
$-694857.14
Win Rate
4%
Resolved Bets
974
Total Trades
3100
Volume
$817957
Markets
861
Brier Score
0.2652
Open Positions
22
Brier Skill
-542.8%
Log Loss
0.762
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101385%1%3.2%
0.10-0.2012215%7%8.4%
0.20-0.309825%4%20.8%
0.30-0.408835%14%21.6%
0.40-0.5011645%0%45.1%
0.50-0.6011254%5%49.0%
0.60-0.7012265%5%59.7%
0.70-0.808076%3%73.0%
0.80-0.906685%3%81.6%
0.90-1.003295%0%95.4%
Calibration Error: 38.7%
Reliability (CAL)
0.2250
Lower = better calibrated
Resolution (RES)
0.0013
Higher = stronger opinions
Brier Skill Score
-542.8%
vs naive baseline
Log Loss
0.7625
Skill: -329.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

14
Skill Score
45
Variance
Signals
✓ Well-diversified: 861 unique markets
✓ On-chain: 286-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: $12,387 total USDC.e received from Polymarket contracts across 94 tx (Polygon)
⚠ Overconfidence bias: 0.387
⚠ Brier Skill Score: -542.8% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$694857 total PnL
⚠ Low win rate: 4%
⚠ PnL divergence: $696539 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
286d
Txns on Base
2000
Counterparties
0
USDC In
$18646
USDC Out
$16964
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $696538.67 gap between API and on-chain USDC
✓ Wallet age: 286 days
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $35,610
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 286 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $12,387 in / $0 out across 94 withdrawal tx since 2025-07-09.

3100 total trades across 861 markets.

974 bets on resolved markets available for calibration scoring.

Calibration error: 38.7% — needs improvement.

Skill: 14/100 (calibration quality). Variance: 45/100 (higher = more volatile returns).

Brier Skill Score: -542.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2250 RES=0.0013 UNC=0.0413.

Log loss: 0.7625 (skill: -329.0% vs naive). Lower log loss = better calibration on rare events.

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, 974 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: 2026-04-21T05:27:53.328Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket