VIGIL Trust Score for the AI Agent Economy
Stained-Lemon
0xbb5bb4dbce619f494a7a4901263fad46404bfdf4
Polymarket Trader
DANGER
High probability of further losses.
F
32 / 100
VIGIL Dimensions
Calibration
8
Profitability
40
Consistency
40
Discipline
75
Sample Size
60
Live Edge
38
Raw Metrics
Total PnL
$-4.66
Win Rate
0%
Resolved Bets
29
Total Trades
2000
Volume
$4977
Markets
618
Brier Score
0.4358
Open Positions
2
Brier Skill
-74.3%
Log Loss
1.280
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1028%0%7.6%
0.10-0.20216%0%15.8%
0.20-0.30225%0%24.9%
0.30-0.40136%0%36.0%
0.40-0.50344%0%44.1%
0.50-0.60355%0%54.8%
0.60-0.70264%0%63.6%
0.70-0.80474%0%74.0%
0.80-0.90785%0%85.0%
0.90-1.00396%0%96.0%
Calibration Error: 59.9%
Reliability (CAL)
0.4352
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-74.3%
vs naive baseline
Log Loss
1.2796
Skill: -16083.2% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 618 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4358
⚠ Overconfidence bias: 0.599
⚠ Brier Skill Score: -74.3% — 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: wash trading signal — 86% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
18d
Txns on Base
2286
Counterparties
4
USDC In
$5701
USDC Out
$5265
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $440.42 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2286 txs
✓ Significant USDC flow: $10,965
✓ Human-like transaction patterns
⚠ Young wallet: only 18 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 86% of txs with single counterparty
Reasoning

On-chain verification: wallet age 18 days, 2286 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

2000 total trades across 618 markets.

29 bets on resolved markets available for calibration scoring.

Calibration error: 59.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 20/100 (higher = more volatile returns).

Brier Skill Score: -74.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4352 RES=0.0000 UNC=0.0000.

Log loss: 1.2796 (skill: -16083.2% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.4 days before resolution, 0% early mover.

What Does F/32 Mean?

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

Confidence: F/32 ± 15 (low confidence, 29 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: 2026-04-20T01:42:28.594Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket