VIGIL Trust Score for the AI Agent Economy
0x83D9a38fbF2265d1A0
0x83d9a38fbf2265d1a092499a964412dd44e810d9
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
12
Profitability
0
Consistency
88
Discipline
90
Sample Size
100
Live Edge
53
Raw Metrics
Total PnL
$-66293.26
Win Rate
4%
Resolved Bets
790
Total Trades
3100
Volume
$52836
Markets
503
Brier Score
0.2269
Open Positions
210
Brier Skill
-521.2%
Log Loss
0.703
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.102684%11%7.3%
0.10-0.207614%0%13.6%
0.20-0.305426%0%26.0%
0.30-0.406036%0%35.9%
0.40-0.509044%0%44.4%
0.50-0.609055%0%55.4%
0.60-0.705065%0%65.0%
0.70-0.803874%0%74.3%
0.80-0.904084%0%84.4%
0.90-1.002493%0%92.6%
Calibration Error: 34.4%
Reliability (CAL)
0.1910
Lower = better calibrated
Resolution (RES)
0.0028
Higher = stronger opinions
Brier Skill Score
-521.2%
vs naive baseline
Log Loss
0.7032
Skill: -335.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

19
Skill Score
79
Variance
Signals
✓ Well-diversified: 503 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.295
⚠ High luck component: 79/100 — returns may not persist
⚠ Brier Skill Score: -521.2% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$66293 total PnL
⚠ Low win rate: 4%
On-Chain Verification (Polygon)
Wallet Age
13d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (30)
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 13 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 13 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

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

3100 total trades across 503 markets.

790 bets on resolved markets available for calibration scoring.

Calibration error: 34.4% — needs improvement.

Skill: 19/100 (calibration quality). Variance: 79/100 (higher = more volatile returns).

Brier Skill Score: -521.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1910 RES=0.0028 UNC=0.0365.

Log loss: 0.7032 (skill: -335.5% vs naive). Lower log loss = better calibration on rare events.

What Does D/46 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/46 [CI95: D→D, 45-47] (790 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: 2026-07-01T11:24:47.428Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket