VIGIL Trust Score for the AI Agent Economy
robcrapto
0x3f3b427368f7cc3f9560c57cdedce6fa18fe3a4c
Polymarket Trader
DANGER
High probability of further losses.
F
24 / 100
VIGIL Dimensions
Calibration
12
Profitability
43
Consistency
23
Discipline
75
Sample Size
60
Live Edge
0
Raw Metrics
Total PnL
$136.24
Win Rate
45%
Resolved Bets
40
Total Trades
2000
Volume
$8533
Markets
312
Brier Score
0.3985
Open Positions
2
Brier Skill
-61.0%
Log Loss
1.110
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1047%100%92.6%
0.10-0.20219%100%81.2%
0.20-0.30627%67%39.3%
0.30-0.40635%0%34.7%
0.40-0.50248%100%52.0%
0.50-0.60251%0%51.0%
0.60-0.70467%0%66.5%
0.70-0.80672%33%39.2%
0.80-0.90684%67%17.0%
0.90-1.00292%0%91.9%
Calibration Error: 49.2%
Reliability (CAL)
0.3001
Lower = better calibrated
Resolution (RES)
0.1475
Higher = stronger opinions
Brier Skill Score
-61.0%
vs naive baseline
Log Loss
1.1098
Skill: -61.3% vs naive — sensitive to rare events
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

25
Skill Score
57
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Net profitable: +$136 total PnL
✓ Well-diversified: 312 unique markets
⚠ Weak Brier score: 0.3985
⚠ Brier Skill Score: -61.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ On-chain: wallet only 2 days old on Polygon
⚠ On-chain: possible automated trading (bot score: 40)
On-Chain Verification (Polygon)
Wallet Age
2d
Txns on Base
2937
Counterparties
25
USDC In
$6747
USDC Out
$5573
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL verified: $1038.2 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2937 txs
✓ Significant USDC flow: $12,320
⚠ Very new wallet: 2 days old — possible sybil
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 55 burst txs
Reasoning

On-chain verification: wallet age 2 days, 2937 txs, provenance grade C. Bot score: 40/100, wash trading score: 20/100.

2000 total trades across 312 markets.

40 bets on resolved markets available for calibration scoring.

Calibration error: 49.2% — needs improvement.

Skill: 25/100 (calibration quality). Variance: 57/100 (higher = more volatile returns).

Brier Skill Score: -61.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3001 RES=0.1475 UNC=0.2475.

Log loss: 1.1098 (skill: -61.3% vs naive). Lower log loss = better calibration on rare events.

What Does F/24 Mean?

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

Confidence: F/24 ± 15 (low confidence, 40 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: 2026-04-20T00:33:56.281Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket