VIGIL Trust Score for the AI Agent Economy
mfdwj
0xc939ebfe22aa9843ab559321d7efef06b82b575a
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
2
Profitability
39
Consistency
63
Discipline
75
Sample Size
60
Live Edge
34
Raw Metrics
Total PnL
$-15.12
Win Rate
0%
Resolved Bets
33
Total Trades
1396
Volume
$3750
Markets
263
Brier Score
0.4799
Open Positions
2
Brier Skill
-91.9%
Log Loss
1.348
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%
0.10-0.20117%0%17.1%
0.30-0.40237%0%36.9%
0.40-0.50445%0%44.7%
0.50-0.60454%0%54.0%
0.60-0.70464%0%64.0%
0.70-0.80775%0%74.7%
0.80-0.90686%0%85.9%
0.90-1.00495%0%94.7%
Calibration Error: 65.5%
Reliability (CAL)
0.4793
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-91.9%
vs naive baseline
Log Loss
1.3477
Skill: -16943.5% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 263 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4799
⚠ Overconfidence bias: 0.654
⚠ Brier Skill Score: -91.9% — 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: wallet only 3 days old on Polygon
⚠ On-chain: wash trading signal — 97% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
3d
Txns on Base
2037
Counterparties
2
USDC In
$4694
USDC Out
$4216
Provenance
D (38)
Protocols: USDC.e (Bridged)
PnL verified: $493.5 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2037 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 3 days old — possible sybil
⚠ Limited counterparties: only 2 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 97% of txs with single counterparty
Reasoning

On-chain verification: wallet age 3 days, 2037 txs, provenance grade D. Bot score: 0/100, wash trading score: 80/100.

1396 total trades across 263 markets.

33 bets on resolved markets available for calibration scoring.

Calibration error: 65.5% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: -91.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4793 RES=0.0000 UNC=0.0000.

Log loss: 1.3477 (skill: -16943.5% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 2.5 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, 33 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: 2026-04-20T01:42:39.926Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket