VIGIL Trust Score for the AI Agent Economy
0xOscar
0xc07044b61ef46dda5084ff88693500a8f8f069e0
Polymarket Trader
DANGER
High probability of further losses.
F
23 / 100
VIGIL Dimensions
Calibration
14
Profitability
40
Consistency
0
Discipline
50
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$-7.89
Win Rate
5%
Resolved Bets
22
Total Trades
2000
Volume
$5240
Markets
445
Brier Score
0.1516
Open Positions
0
Brier Skill
-249.4%
Log Loss
0.452
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1055%0%4.6%
0.10-0.20315%0%15.0%
0.20-0.30121%0%21.0%
0.30-0.40236%0%36.0%
0.40-0.50545%0%45.2%
0.50-0.60354%0%54.0%
0.60-0.70163%0%63.0%
0.70-0.80178%0%78.0%
0.80-0.90181%100%19.0%
Calibration Error: 32.2%
Reliability (CAL)
0.1510
Lower = better calibrated
Resolution (RES)
0.0434
Higher = stronger opinions
Brier Skill Score
-249.4%
vs naive baseline
Log Loss
0.4515
Skill: -144.2% vs naive — sensitive to rare events
Timeliness
75/100
Avg 39d before resolution, 89% early mover
Skill & Variance Analysis

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

28
Skill Score
11
Variance
Signals
✓ Strong Brier score: 0.1516
✓ Early mover: avg 39 days before resolution
✓ Well-diversified: 445 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.305
⚠ Brier Skill Score: -249.4% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 5%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
58d
Txns on Base
2220
Counterparties
30
USDC In
$2246
USDC Out
$2152
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $101.73 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2220 txs
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 61 burst txs
Reasoning

On-chain verification: wallet age 58 days, 2220 txs, provenance grade B. Bot score: 30/100, wash trading score: 0/100.

2000 total trades across 445 markets.

22 bets on resolved markets available for calibration scoring.

Calibration error: 32.2% — needs improvement.

Skill: 28/100 (calibration quality). Variance: 11/100 (higher = more volatile returns).

Brier Skill Score: -249.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1510 RES=0.0434 UNC=0.0434.

Log loss: 0.4515 (skill: -144.2% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 39.0 days before resolution, 89% early mover.

What Does F/23 Mean?

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

Confidence: F/23 ± 15 (low confidence, 22 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T00:32:21.514Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket