VIGIL Trust Score for the AI Agent Economy
antsaslyku
0x3c58ef422754ff22c7e806336feba0064d8b776b
Polymarket Trader
DANGER
High probability of further losses.
F
29 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
71
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-81984.65
Win Rate
1%
Resolved Bets
1000
Total Trades
3100
Volume
$25568
Markets
581
Brier Score
0.3255
Open Positions
0
Brier Skill
-999.0%
Log Loss
0.917
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10426%0%6.3%
0.10-0.209416%0%15.5%
0.20-0.307025%0%25.0%
0.30-0.4010635%2%33.4%
0.40-0.5015645%0%45.4%
0.50-0.6014455%1%53.1%
0.60-0.7014065%1%63.5%
0.70-0.809675%0%74.8%
0.80-0.909484%0%83.5%
0.90-1.005894%0%94.3%
Calibration Error: 51.1%
Reliability (CAL)
0.3189
Lower = better calibrated
Resolution (RES)
0.0001
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.9172
Skill: -2400.7% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 581 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.511
⚠ Brier Skill Score: -5357.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$81985 total PnL
⚠ Low win rate: 1%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $83035 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
54d
Txns on Base
2075
Counterparties
52
USDC In
$19042
USDC Out
$17992
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $83035.07 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2075 txs
✓ Diverse counterparties: 52 unique addresses
✓ Significant USDC flow: $37,034
✓ Diverse trading network: 52 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 23 burst txs
Reasoning

On-chain verification: wallet age 54 days, 2075 txs, provenance grade B. Bot score: 30/100, wash trading score: 0/100.

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

3100 total trades across 581 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 51.1% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 21/100 (higher = more volatile returns).

Brier Skill Score: -5357.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3189 RES=0.0001 UNC=0.0060.

Log loss: 0.9172 (skill: -2400.7% vs naive). Lower log loss = better calibration on rare events.

What Does F/29 Mean?

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

Confidence: F/29 [CI95: F→F, 28-30] (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: 2026-06-18T07:58:44.532Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket