VIGIL Trust Score for the AI Agent Economy
Howtob
0x5e447b7f2e9b8801d30ddf1f6fcd058d8f948573
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
36 / 100
VIGIL Dimensions
Calibration
1
Profitability
40
Consistency
62
Discipline
79
Sample Size
60
Live Edge
50
Raw Metrics
Total PnL
$-8.23
Win Rate
0%
Resolved Bets
37
Total Trades
2000
Volume
$4721
Markets
670
Brier Score
0.4922
Open Positions
4
Brier Skill
-96.9%
Log Loss
1.417
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1012%0%1.8%
0.10-0.20113%0%13.0%
0.20-0.30126%0%26.0%
0.30-0.40236%0%36.0%
0.40-0.50342%0%42.4%
0.50-0.60452%0%52.5%
0.60-0.70665%0%64.7%
0.70-0.80775%0%75.0%
0.80-0.90686%0%85.6%
0.90-1.00694%0%94.5%
Calibration Error: 66.0%
Reliability (CAL)
0.4916
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-96.9%
vs naive baseline
Log Loss
1.4174
Skill: -17825.9% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 670 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4922
⚠ Overconfidence bias: 0.660
⚠ Brier Skill Score: -96.9% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2334
Counterparties
4
USDC In
$5641
USDC Out
$5505
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $144.33 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2334 txs
✓ Significant USDC flow: $11,146
✓ Human-like transaction patterns
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 21 days, 2334 txs, provenance grade C. Bot score: 0/100, wash trading score: 20/100.

2000 total trades across 670 markets.

37 bets on resolved markets available for calibration scoring.

Calibration error: 66.0% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 33/100 (higher = more volatile returns).

Brier Skill Score: -96.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4916 RES=0.0000 UNC=0.0000.

Log loss: 1.4174 (skill: -17825.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.2 days before resolution, 0% early mover.

What Does D/36 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/36 ± 15 (low confidence, 37 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T01:43:01.742Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket