VIGIL Trust Score for the AI Agent Economy
dsknadkasnkfjs
0x47138dc1eef25f1ea91f3b2fda0e0f455c634d21
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
51 / 100
VIGIL Dimensions
Calibration
7
Profitability
67
Consistency
51
Discipline
77
Sample Size
88
Live Edge
58
Raw Metrics
Total PnL
$5051.17
Win Rate
22%
Resolved Bets
110
Total Trades
3100
Volume
$37345
Markets
101
Brier Score
0.4209
Open Positions
14
Brier Skill
-146.8%
Log Loss
1.348
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10185%22%16.8%
0.10-0.201414%29%14.4%
0.20-0.30624%0%23.7%
0.30-0.40634%33%0.2%
0.40-0.50645%67%21.9%
0.50-0.601053%40%12.7%
0.60-0.701465%29%36.7%
0.70-0.80677%0%77.3%
0.80-0.90685%33%51.4%
0.90-1.002495%0%94.9%
Calibration Error: 40.6%
Reliability (CAL)
0.2751
Lower = better calibrated
Resolution (RES)
0.0322
Higher = stronger opinions
Brier Skill Score
-146.8%
vs naive baseline
Log Loss
1.3479
Skill: -156.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

16
Skill Score
100
Variance
Signals
✓ Net profitable: +$5051 total PnL
✓ Well-diversified: 101 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4209
⚠ Overconfidence bias: 0.291
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -146.8% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 22%
On-Chain Verification (Polygon)
Wallet Age
84d
Txns on Base
2000
Counterparties
0
USDC In
$3708
USDC Out
$3639
Provenance
C (51)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $4982.49 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 84 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $2,096 in / $0 out across 76 withdrawal tx since 2026-02-05.

3100 total trades across 101 markets.

110 bets on resolved markets available for calibration scoring.

Calibration error: 40.6% — needs improvement.

Skill: 16/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -146.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2751 RES=0.0322 UNC=0.1706.

Log loss: 1.3479 (skill: -156.9% 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 [CI95: D→C, 48-54] (110 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-30T19:47:16.042Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket