VIGIL Trust Score for the AI Agent Economy
PaulaLolik
0x3a2c067d262e5b2b2100251359e4c7b877283d80
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
51 / 100
VIGIL Dimensions
Calibration
29
Profitability
100
Consistency
100
Discipline
99
Sample Size
100
Live Edge
47
Raw Metrics
Total PnL
$13292.52
Win Rate
11%
Resolved Bets
718
Total Trades
2000
Volume
$9418
Markets
317
Brier Score
0.1899
Open Positions
278
Brier Skill
-91.8%
Log Loss
0.668
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.105544%13%8.6%
0.10-0.206214%10%4.6%
0.20-0.301223%0%23.1%
0.30-0.40834%0%34.2%
0.40-0.50243%0%43.5%
0.50-0.60254%0%54.0%
0.60-0.70666%0%66.2%
0.70-0.80279%0%78.8%
0.80-0.902887%7%79.6%
0.90-1.004294%0%94.0%
Calibration Error: 17.4%
Reliability (CAL)
0.0912
Lower = better calibrated
Resolution (RES)
0.0016
Higher = stronger opinions
Brier Skill Score
-91.8%
vs naive baseline
Log Loss
0.6680
Skill: -91.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

39
Skill Score
33
Variance
Signals
✓ Strong Brier score: 0.1899
✓ Net profitable: +$13293 total PnL
✓ Well-diversified: 317 unique markets
⚠ Brier Skill Score: -91.8% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 77% of bets at sub-$0.10 — score penalized by 15 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 11%
⚠ PnL divergence: $11237 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 50)
On-Chain Verification (Polygon)
Wallet Age
12d
Txns on Base
2982
Counterparties
5
USDC In
$7019
USDC Out
$4964
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $11237.05 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2982 txs
✓ Significant USDC flow: $11,983
⚠ Young wallet: only 12 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 1 burst txs
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 12 days, 2982 txs, provenance grade C. Bot score: 50/100, wash trading score: 50/100.

2000 total trades across 317 markets.

718 bets on resolved markets available for calibration scoring.

Calibration error: 17.4% — good.

Skill: 39/100 (calibration quality). Variance: 33/100 (higher = more volatile returns).

Brier Skill Score: -91.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0912 RES=0.0016 UNC=0.0990.

Log loss: 0.6680 (skill: -91.1% vs naive). Lower log loss = better calibration on rare events.

What Does C/51 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/51 ± 3 (high confidence, 718 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: 2026-04-20T00:37:08.410Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket