VIGIL Trust Score for the AI Agent Economy
animal.bean
0x2a25f7cbf3fc823e315c31602d2eccab85788055
Polymarket Trader
SOLID
Process is working. Metrics hold up under scrutiny.
B
74 / 100
VIGIL Dimensions
Calibration
93
Profitability
0
Consistency
100
Discipline
89
Sample Size
100
Live Edge
83
Raw Metrics
Total PnL
$-49542.57
Win Rate
0%
Resolved Bets
982
Total Trades
3100
Volume
$4456
Markets
654
Brier Score
0.0225
Open Positions
18
Brier Skill
91.0%
Log Loss
0.100
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.108724%0%4.3%
0.10-0.202014%0%14.4%
0.20-0.301025%0%25.1%
0.30-0.40838%0%38.3%
0.40-0.50648%0%47.5%
0.50-0.606650%0%50.0%
Calibration Error: 8.3%
Reliability (CAL)
0.0221
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
91.0%
vs naive baseline
Log Loss
0.1001
Skill: -1165.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

50
Skill Score
71
Variance
Signals
✓ Strong Brier score: 0.0225
✓ Brier Skill Score: 91.0% better than naive baseline
✓ Strong live edge: 18 open positions trending profitable
✓ Well-diversified: 654 unique markets
✓ On-chain: human-like trading patterns
⚠ High luck component: 71/100 — returns may not persist
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$49543 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $49930 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
23d
Txns on Base
2000
Counterparties
0
USDC In
$5704
USDC Out
$5317
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $49929.61 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $11,021
✓ Human-like transaction patterns
⚠ Young wallet: only 23 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 23 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $2,681 out across 0 withdrawal tx since 2026-04-04.

3100 total trades across 654 markets.

982 bets on resolved markets available for calibration scoring.

Calibration error: 8.3% — excellent.

Skill: 50/100 (calibration quality). Variance: 71/100 (higher = more volatile returns).

Brier Skill Score: 91.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0221 RES=0.0000 UNC=0.0000.

Log loss: 0.1001 (skill: -1165.7% vs naive). Lower log loss = better calibration on rare events.

What Does B/74 Mean?

This trader shows genuine forecasting skill with a meaningful edge across multiple markets.

Confidence: B/74 [CI95: B→B, 74-74] (982 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: 2026-04-28T16:54:18.507Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket