VIGIL Trust Score for the AI Agent Economy
nasp-bugatti
0x9919a655c2694462950d9ca5a0307202740a0a5d
Polymarket Trader
DANGER
High probability of further losses.
F
13 / 100
VIGIL Dimensions
Calibration
18
Profitability
0
Consistency
0
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-23017.52
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$16722
Markets
617
Brier Score
0.3905
Open Positions
0
Brier Skill
-56.2%
Log Loss
1.414
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.105565%0%4.7%
0.10-0.20812%0%12.4%
0.20-0.30623%0%23.2%
0.30-0.40438%0%37.9%
0.50-0.60259%0%59.1%
0.80-0.90689%0%88.9%
0.90-1.0041896%0%95.6%
Calibration Error: 43.6%
Reliability (CAL)
0.3901
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-56.2%
vs naive baseline
Log Loss
1.4144
Skill: -17787.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

8
Skill Score
14
Variance
Signals
✓ Well-diversified: 617 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $23,950 total USDC.e received from Polymarket contracts across 956 tx (Polygon)
⚠ Weak Brier score: 0.3905
⚠ Overconfidence bias: 0.436
⚠ Brier Skill Score: -56.2% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 56% of bets at sub-$0.10 — score penalized by 15 pts
⚠ Net loss: -$23018 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $23643 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
65d
Txns on Base
2000
Counterparties
0
USDC In
$24618
USDC Out
$23993
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $23642.65 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $48,610
✓ 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 65 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $23,950 in / $0 out across 956 withdrawal tx since 2026-04-13.

3100 total trades across 617 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 43.6% — needs improvement.

Skill: 8/100 (calibration quality). Variance: 14/100 (higher = more volatile returns).

Brier Skill Score: -56.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3901 RES=0.0000 UNC=0.0000.

Log loss: 1.4144 (skill: -17787.8% vs naive). Lower log loss = better calibration on rare events.

What Does F/13 Mean?

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

Confidence: F/13 [CI95: F→F, 12-14] (1000 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: 2026-06-17T22:31:03.949Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket