VIGIL Trust Score for the AI Agent Economy
davidgxs
0xaef4e97b843be8c17b6803d859f1f0139d9585d6
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
56
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
189
Total Trades
3100
Volume
$3484
Markets
189
Brier Score
0.4971
Open Positions
0
Brier Skill
-98.8%
Log Loss
1.533
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1022%0%1.8%
0.10-0.20213%0%12.7%
0.20-0.30825%0%25.5%
0.30-0.401536%0%35.6%
0.40-0.501946%0%45.6%
0.50-0.603455%0%55.4%
0.60-0.702763%0%63.1%
0.70-0.801978%0%77.5%
0.80-0.901787%0%86.8%
0.90-1.004696%0%95.5%
Calibration Error: 66.5%
Reliability (CAL)
0.4964
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-98.8%
vs naive baseline
Log Loss
1.5327
Skill: -19283.5% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Signals
✓ Well-diversified: 189 unique markets
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.4971
⚠ Overconfidence bias: 0.665
⚠ Brier Skill Score: -98.8% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
49d
Txns on Base
2286
Counterparties
30
USDC In
$1413
USDC Out
$942
Provenance
B (63)
Protocols: USDC.e (Bridged)
✓ Heavy on-chain activity: 2286 txs
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 184 burst txs, median interval 2s
Reasoning

On-chain verification: wallet age 49 days, 2286 txs, provenance grade B. Bot score: 100/100, wash trading score: 0/100.

Polymarket on-chain coverage: $660 in / $0 out across 17 withdrawal tx since 2026-03-13.

3100 total trades across 189 markets.

189 bets on resolved markets available for calibration scoring.

Calibration error: 66.5% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 14/100 (higher = more volatile returns).

Brier Skill Score: -98.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4964 RES=0.0000 UNC=0.0000.

Log loss: 1.5327 (skill: -19283.5% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.1 days before resolution, 0% early mover.

What Does F/33 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/33 [CI95: F→D, 31-35] (189 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: 2026-04-25T05:00:44.709Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket