VIGIL Trust Score for the AI Agent Economy
vkvkgjerkgk
0x06f22ff6d9362ce82243f8ca594c97485d9c1269
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
9
Profitability
73
Consistency
54
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$403591.9
Win Rate
13%
Resolved Bets
238
Total Trades
3100
Volume
$2471774
Markets
204
Brier Score
0.3253
Open Positions
0
Brier Skill
-187.2%
Log Loss
1.005
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10464%15%11.7%
0.10-0.201513%27%13.4%
0.20-0.301227%17%10.0%
0.30-0.401935%26%8.6%
0.40-0.504646%7%39.3%
0.50-0.602755%11%43.8%
0.60-0.702164%0%63.7%
0.70-0.801374%15%58.9%
0.80-0.901283%33%49.8%
0.90-1.002795%4%91.7%
Calibration Error: 38.6%
Reliability (CAL)
0.2190
Lower = better calibrated
Resolution (RES)
0.0082
Higher = stronger opinions
Brier Skill Score
-187.2%
vs naive baseline
Log Loss
1.0048
Skill: -159.7% vs naive — sensitive to rare events
Timeliness
4/100
Avg 4d before resolution, 0% early mover
Skill & Variance Analysis

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

15
Skill Score
71
Variance
Signals
✓ Net profitable: +$403592 total PnL
✓ Well-diversified: 204 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.324
⚠ High luck component: 71/100 — returns may not persist
⚠ Brier Skill Score: -187.2% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 13%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
18d
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 18 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 18 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 204 markets.

238 bets on resolved markets available for calibration scoring.

Calibration error: 38.6% — needs improvement.

Skill: 15/100 (calibration quality). Variance: 71/100 (higher = more volatile returns).

Brier Skill Score: -187.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2190 RES=0.0082 UNC=0.1133.

Log loss: 1.0048 (skill: -159.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.0 days before resolution, 0% early mover.

What Does D/47 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/47 [CI95: D→D, 45-49] (238 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: 2026-07-04T00:32:05.181Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket