VIGIL Trust Score for the AI Agent Economy
Trader 0x7dadd1...
0x7dadd17c23feac003f66435dc1be8b77557a147c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
36
Discipline
96
Sample Size
88
Live Edge
28
Raw Metrics
Total PnL
$2.58
Win Rate
17%
Resolved Bets
191
Total Trades
3100
Volume
$6994
Markets
213
Brier Score
0.4185
Open Positions
16
Brier Skill
-192.8%
Log Loss
1.377
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10272%96%94.2%
0.10-0.201015%20%5.4%
0.20-0.301723%6%17.6%
0.30-0.402535%12%23.0%
0.40-0.503245%3%42.4%
0.50-0.602355%0%54.8%
0.60-0.701866%0%65.8%
0.70-0.801674%0%74.2%
0.80-0.901684%0%84.5%
0.90-1.00794%0%93.9%
Calibration Error: 54.8%
Reliability (CAL)
0.3805
Lower = better calibrated
Resolution (RES)
0.1057
Higher = stronger opinions
Brier Skill Score
-192.8%
vs naive baseline
Log Loss
1.3775
Skill: -199.3% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Skill & Variance Analysis

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

17
Skill Score
30
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Net profitable: +$3 total PnL
✓ Well-diversified: 213 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4185
⚠ Overconfidence bias: 0.276
⚠ Brier Skill Score: -192.8% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Weak live edge: open positions mostly underwater
⚠ Low win rate: 17%
On-Chain Verification (Polygon)
Wallet Age
23d
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 23 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 23 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 213 markets.

191 bets on resolved markets available for calibration scoring.

Calibration error: 54.8% — needs improvement.

Skill: 17/100 (calibration quality). Variance: 30/100 (higher = more volatile returns).

Brier Skill Score: -192.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3805 RES=0.1057 UNC=0.1429.

Log loss: 1.3775 (skill: -199.3% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.0 days before resolution, 0% early mover.

What Does D/37 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/37 [CI95: D→D, 35-39] (191 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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-07-01T06:00:48.008Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket