VIGIL Trust Score for the AI Agent Economy
belyosh56
0xe43ff9e39282c95e76a53ec38243b78e1e9fa889
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
57
Profitability
5
Consistency
100
Discipline
98
Sample Size
100
Live Edge
98
Raw Metrics
Total PnL
$-317.84
Win Rate
5%
Resolved Bets
804
Total Trades
3100
Volume
$1815
Markets
768
Brier Score
0.0597
Open Positions
192
Brier Skill
-26.3%
Log Loss
0.221
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.106825%4%1.5%
0.10-0.201016%0%15.8%
0.20-0.302425%8%16.9%
0.30-0.401632%38%5.3%
0.40-0.501048%60%12.5%
0.50-0.606250%3%46.8%
Calibration Error: 5.9%
Reliability (CAL)
0.0185
Lower = better calibrated
Resolution (RES)
0.0061
Higher = stronger opinions
Brier Skill Score
-26.3%
vs naive baseline
Log Loss
0.2210
Skill: -11.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

54
Skill Score
80
Variance
Signals
✓ Strong Brier score: 0.0597
✓ Strong live edge: 192 open positions trending profitable
✓ Well-diversified: 768 unique markets
✓ On-chain: diverse counterparty network
⚠ High luck component: 80/100 — returns may not persist
⚠ Brier Skill Score: -26.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Penny-lottery strategy: 85% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$318 total PnL
⚠ Low win rate: 5%
⚠ PnL divergence: $3199 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
10d
Txns on Base
2904
Counterparties
30
USDC In
$6151
USDC Out
$3270
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $3199.22 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2904 txs
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 10 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 445 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 10 days, 2904 txs, provenance grade C. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $3,270 out across 0 withdrawal tx since 2026-04-15.

3100 total trades across 768 markets.

804 bets on resolved markets available for calibration scoring.

Calibration error: 5.9% — excellent.

Skill: 54/100 (calibration quality). Variance: 80/100 (higher = more volatile returns).

Brier Skill Score: -26.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0185 RES=0.0061 UNC=0.0473.

Log loss: 0.2210 (skill: -11.7% vs naive). Lower log loss = better calibration on rare events.

What Does D/35 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/35 [CI95: F→D, 34-36] (804 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: 2026-04-26T08:55:22.409Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket