VIGIL Trust Score for the AI Agent Economy
Trader 0x78b147...
0x78b1478cb1a554c2210737e250f9100990747d20
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
0
Profitability
39
Consistency
57
Discipline
95
Sample Size
88
Live Edge
41
Raw Metrics
Total PnL
$-14.81
Win Rate
6%
Resolved Bets
207
Total Trades
3100
Volume
$4253
Markets
222
Brier Score
0.3833
Open Positions
30
Brier Skill
-601.9%
Log Loss
1.137
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10204%15%10.7%
0.10-0.201515%27%12.1%
0.20-0.301224%8%16.2%
0.30-0.401136%9%27.3%
0.40-0.502345%4%40.7%
0.50-0.604455%5%50.7%
0.60-0.702664%0%64.2%
0.70-0.801975%0%75.2%
0.80-0.901886%0%85.8%
0.90-1.001996%0%96.0%
Calibration Error: 50.8%
Reliability (CAL)
0.3329
Lower = better calibrated
Resolution (RES)
0.0055
Higher = stronger opinions
Brier Skill Score
-601.9%
vs naive baseline
Log Loss
1.1365
Skill: -413.4% 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).

1
Skill Score
37
Variance
Signals
✓ Well-diversified: 222 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3833
⚠ Overconfidence bias: 0.470
⚠ Brier Skill Score: -601.9% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 6%
⚠ On-chain: wallet only 2 days old on Polygon
On-Chain Verification (Polygon)
Wallet Age
2d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (25)
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 2 days old — possible sybil
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 2 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 222 markets.

207 bets on resolved markets available for calibration scoring.

Calibration error: 50.8% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 37/100 (higher = more volatile returns).

Brier Skill Score: -601.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3329 RES=0.0055 UNC=0.0546.

Log loss: 1.1365 (skill: -413.4% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.9 days before resolution, 0% early mover.

What Does D/43 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/43 [CI95: D→D, 41-45] (207 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: 2026-07-01T09:45:44.276Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket