VIGIL Trust Score for the AI Agent Economy
Hoarse-Denominator-Overcoat
0x327cebf7c28ceea193c4ec23e361191bce2972bb
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
57
Discipline
75
Sample Size
60
Live Edge
39
Raw Metrics
Total PnL
$-4.52
Win Rate
0%
Resolved Bets
29
Total Trades
2000
Volume
$4861
Markets
577
Brier Score
0.5037
Open Positions
2
Brier Skill
-101.5%
Log Loss
1.496
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1016%0%6.0%
0.10-0.20115%0%15.1%
0.20-0.30225%0%25.0%
0.30-0.40133%0%33.5%
0.40-0.50344%0%44.4%
0.50-0.60256%0%55.6%
0.60-0.70365%0%64.6%
0.70-0.80475%0%75.0%
0.80-0.90785%0%84.7%
0.90-1.00596%0%95.8%
Calibration Error: 66.0%
Reliability (CAL)
0.5032
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-101.5%
vs naive baseline
Log Loss
1.4960
Skill: -18819.9% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 577 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.5037
⚠ Overconfidence bias: 0.660
⚠ Brier Skill Score: -101.5% — 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
2293
Counterparties
4
USDC In
$5645
USDC Out
$5249
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $399.61 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2293 txs
✓ Significant USDC flow: $10,894
✓ 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, 2293 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

2000 total trades across 577 markets.

29 bets on resolved markets available for calibration scoring.

Calibration error: 66.0% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 29/100 (higher = more volatile returns).

Brier Skill Score: -101.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.5032 RES=0.0000 UNC=0.0000.

Log loss: 1.4960 (skill: -18819.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.2 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 ± 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: 2026-04-20T01:42:35.988Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket