VIGIL Trust Score for the AI Agent Economy
3e-4
0x0c7c5204404e9d5402d258fedac59c7212bae4cb
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
14
Profitability
0
Consistency
59
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-125595.15
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$4222
Markets
280
Brier Score
0.3849
Open Positions
0
Brier Skill
-53.9%
Log Loss
1.133
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10847%0%7.0%
0.10-0.2018615%0%15.2%
0.20-0.3010825%0%25.1%
0.30-0.405035%0%34.8%
0.40-0.504646%0%45.9%
0.50-0.604456%0%56.3%
0.60-0.704866%0%65.8%
0.70-0.809275%0%75.0%
0.80-0.9019085%0%85.1%
0.90-1.0015293%0%93.5%
Calibration Error: 52.9%
Reliability (CAL)
0.3841
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-53.9%
vs naive baseline
Log Loss
1.1327
Skill: -14225.2% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 280 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3849
⚠ Overconfidence bias: 0.529
⚠ Brier Skill Score: -53.9% — 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: -$125595 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $127520 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
121d
Txns on Base
2000
Counterparties
0
USDC In
$4948
USDC Out
$3023
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $127520.27 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ 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 121 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $2,948 in / $0 out across 70 withdrawal tx since 2026-01-05.

3100 total trades across 280 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 52.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 33/100 (higher = more volatile returns).

Brier Skill Score: -53.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3841 RES=0.0000 UNC=0.0000.

Log loss: 1.1327 (skill: -14225.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/35 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/35 [CI95: F→D, 34-36] (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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-05-07T14:41:28.237Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket