VIGIL Trust Score for the AI Agent Economy
Trader 0x2be04e...
0x2be04e5cef19bfdbc354c334cd38bbce0c726dee
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
59 / 100
VIGIL Dimensions
Calibration
51
Profitability
89
Consistency
0
Discipline
99
Sample Size
100
Live Edge
44
Raw Metrics
Total PnL
$861.51
Win Rate
46%
Resolved Bets
596
Total Trades
2109
Volume
$3543
Markets
343
Brier Score
0.2835
Open Positions
368
Brier Skill
-14.0%
Log Loss
0.880
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10984%31%26.1%
0.10-0.205614%39%25.2%
0.20-0.306825%38%13.3%
0.30-0.407236%36%0.5%
0.40-0.507245%56%11.0%
0.50-0.607455%70%15.3%
0.60-0.703865%47%17.7%
0.70-0.806474%69%5.6%
0.80-0.902886%50%36.4%
0.90-1.002695%15%79.5%
Calibration Error: 18.4%
Reliability (CAL)
0.0597
Lower = better calibrated
Resolution (RES)
0.0243
Higher = stronger opinions
Brier Skill Score
-14.0%
vs naive baseline
Log Loss
0.8798
Skill: -27.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

42
Skill Score
100
Variance
Signals
✓ Net profitable: +$862 total PnL
✓ Well-diversified: 343 unique markets
✓ On-chain: human-like trading patterns
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -14.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ On-chain: wallet only 0 days old on Polygon
On-Chain Verification (Polygon)
Wallet Age
0d
Txns on Base
2012
Counterparties
4
USDC In
$3534
USDC Out
$2837
Provenance
C (46)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $164.67 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2012 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 0 days old — possible sybil
Reasoning

On-chain verification: wallet age 0 days, 2012 txs, provenance grade C. Bot score: 0/100, wash trading score: 20/100.

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

2109 total trades across 343 markets.

596 bets on resolved markets available for calibration scoring.

Calibration error: 18.4% — good.

Skill: 42/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -14.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0597 RES=0.0243 UNC=0.2486.

Log loss: 0.8798 (skill: -27.4% vs naive). Lower log loss = better calibration on rare events.

What Does C/59 Mean?

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

Confidence: C/59 ± 3 (high confidence, 596 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: 2026-04-21T15:17:35.987Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket