VIGIL Trust Score for the AI Agent Economy
skewerpacil
0x900939fada83b830ae89e39c031e11e44bd91621
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
60
Profitability
0
Consistency
100
Discipline
98
Sample Size
100
Live Edge
99
Raw Metrics
Total PnL
$-496.33
Win Rate
4%
Resolved Bets
800
Total Trades
3100
Volume
$1351
Markets
557
Brier Score
0.0436
Open Positions
200
Brier Skill
-13.6%
Log Loss
0.170
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.106765%1%3.5%
0.10-0.201416%14%2.0%
0.20-0.302226%0%26.3%
0.30-0.403035%27%8.2%
0.40-0.501247%83%36.1%
0.50-0.604650%4%45.7%
Calibration Error: 7.2%
Reliability (CAL)
0.0172
Lower = better calibrated
Resolution (RES)
0.0121
Higher = stronger opinions
Brier Skill Score
-13.6%
vs naive baseline
Log Loss
0.1695
Skill: -0.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

53
Skill Score
54
Variance
Signals
✓ Strong Brier score: 0.0436
✓ Strong live edge: 200 open positions trending profitable
✓ Well-diversified: 557 unique markets
✓ On-chain: diverse counterparty network
⚠ Brier Skill Score: -13.6% — performing worse than naive baseline
⚠ 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: -$496 total PnL
⚠ Low win rate: 4%
⚠ PnL divergence: $6263 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
14d
Txns on Base
2940
Counterparties
30
USDC In
$10946
USDC Out
$5180
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $6262.78 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2940 txs
✓ Significant USDC flow: $16,126
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 14 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 480 burst txs, median interval 4s
Reasoning

On-chain verification: wallet age 14 days, 2940 txs, provenance grade B. Bot score: 100/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $5,180 out across 0 withdrawal tx since 2026-04-10.

3100 total trades across 557 markets.

800 bets on resolved markets available for calibration scoring.

Calibration error: 7.2% — excellent.

Skill: 53/100 (calibration quality). Variance: 54/100 (higher = more volatile returns).

Brier Skill Score: -13.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0172 RES=0.0121 UNC=0.0384.

Log loss: 0.1695 (skill: -0.9% 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: D→D, 35-35] (800 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: 2026-04-24T08:49:07.190Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket