VIGIL Trust Score for the AI Agent Economy
cigarettes
0xd218e474776403a330142299f7796e8ba32eb5c9
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
61
Profitability
100
Consistency
71
Discipline
97
Sample Size
100
Live Edge
58
Raw Metrics
Total PnL
$820218.96
Win Rate
13%
Resolved Bets
750
Total Trades
3100
Volume
$120447
Markets
131
Brier Score
0.1186
Open Positions
250
Brier Skill
-8.1%
Log Loss
0.430
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.106063%8%5.4%
0.10-0.205013%32%19.0%
0.20-0.302824%29%4.6%
0.30-0.401234%33%0.3%
0.40-0.501445%14%30.3%
0.50-0.601256%33%22.7%
0.60-0.70463%50%13.5%
0.70-0.80475%50%24.7%
0.80-0.901286%33%52.4%
0.90-1.00897%25%71.7%
Calibration Error: 8.6%
Reliability (CAL)
0.0177
Lower = better calibrated
Resolution (RES)
0.0087
Higher = stronger opinions
Brier Skill Score
-8.1%
vs naive baseline
Log Loss
0.4305
Skill: -14.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

51
Skill Score
100
Variance
Signals
✓ Strong Brier score: 0.1186
✓ Net profitable: +$820219 total PnL
✓ Well-diversified: 131 unique markets
✓ On-chain: 648-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ High luck component: 100/100 — returns may not persist
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Penny-lottery strategy: 81% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Low win rate: 13%
⚠ PnL divergence: $815232 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
648d
Txns on Base
2000
Counterparties
0
USDC In
$127364
USDC Out
$122377
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $815231.74 gap between API and on-chain USDC
✓ Wallet age: 648 days (mature)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $249,740
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 648 days, 2000 txs, provenance grade B. 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 131 markets.

750 bets on resolved markets available for calibration scoring.

Calibration error: 8.6% — excellent.

Skill: 51/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -8.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0177 RES=0.0087 UNC=0.1096.

Log loss: 0.4305 (skill: -14.1% vs naive). Lower log loss = better calibration on rare events.

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, 46-48] (750 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: 2026-07-04T00:29:38.910Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket