VIGIL Trust Score for the AI Agent Economy
fcomp3
0x23d18416645924e097c453e8ceadd4bfeb6a353f
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
53
Profitability
54
Consistency
100
Discipline
99
Sample Size
100
Live Edge
90
Raw Metrics
Total PnL
$112.19
Win Rate
2%
Resolved Bets
746
Total Trades
3100
Volume
$1593
Markets
693
Brier Score
0.0313
Open Positions
254
Brier Skill
-32.7%
Log Loss
0.137
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.106165%1%4.4%
0.10-0.203417%0%16.8%
0.20-0.302825%7%18.1%
0.30-0.402635%8%27.7%
0.40-0.501249%83%34.8%
0.50-0.603050%0%50.0%
Calibration Error: 8.6%
Reliability (CAL)
0.0188
Lower = better calibrated
Resolution (RES)
0.0110
Higher = stronger opinions
Brier Skill Score
-32.7%
vs naive baseline
Log Loss
0.1369
Skill: -20.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

51
Skill Score
37
Variance
Signals
✓ Strong Brier score: 0.0313
✓ Strong live edge: 254 open positions trending profitable
✓ Net profitable: +$112 total PnL
✓ Well-diversified: 693 unique markets
✓ On-chain: diverse counterparty network
⚠ Brier Skill Score: -32.7% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 83% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 2%
⚠ PnL divergence: $2106 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
19d
Txns on Base
2801
Counterparties
30
USDC In
$7659
USDC Out
$5440
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $2106.45 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2801 txs
✓ Significant USDC flow: $13,099
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 19 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 229 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 19 days, 2801 txs, provenance grade B. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $5,440 out across 0 withdrawal tx since 2026-04-06.

3100 total trades across 693 markets.

746 bets on resolved markets available for calibration scoring.

Calibration error: 8.6% — excellent.

Skill: 51/100 (calibration quality). Variance: 37/100 (higher = more volatile returns).

Brier Skill Score: -32.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0188 RES=0.0110 UNC=0.0235.

Log loss: 0.1369 (skill: -20.4% vs naive). Lower log loss = better calibration on rare events.

What Does D/42 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/42 [CI95: D→D, 42-42] (746 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: 2026-04-26T03:29:48.341Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket