VIGIL Trust Score for the AI Agent Economy
Freeman777
0x09ea7b6e1cc4a627870509e35a26e68993526992
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
28
Profitability
0
Consistency
80
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$-808.91
Win Rate
0%
Resolved Bets
109
Total Trades
772
Volume
$2023
Markets
155
Brier Score
0.265
Open Positions
0
Brier Skill
-6.0%
Log Loss
0.730
Calibration Analysis

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

BucketBetsExpectedActualError
0.30-0.40234%0%34.3%
0.40-0.506645%0%45.5%
0.50-0.602554%0%54.2%
0.60-0.701164%0%64.5%
0.70-0.80476%0%75.9%
0.80-0.90185%0%85.2%
Calibration Error: 50.6%
Reliability (CAL)
0.2643
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-6.0%
vs naive baseline
Log Loss
0.7295
Skill: -9125.9% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Signals
✓ Well-diversified: 155 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.506
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$809 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: wallet only 3 days old on Polygon
⚠ PnL divergence: $809 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
3d
Txns on Base
879
Counterparties
0
USDC In
$198
USDC Out
$198
Provenance
D (33)
Protocols: USDC.e (Bridged)
PnL divergence: $808.91 gap between API and on-chain USDC
✓ Heavy on-chain activity: 879 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 3 days old — possible sybil
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 3 days, 879 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

772 total trades across 155 markets.

109 bets on resolved markets available for calibration scoring.

Calibration error: 50.6% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -6.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2643 RES=0.0000 UNC=0.0000.

Log loss: 0.7295 (skill: -9125.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.7 days before resolution, 0% early mover.

What Does D/41 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/41 [CI95: D→D, 40-42] (109 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-06-30T14:19:46.311Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket