VIGIL Trust Score for the AI Agent Economy
Doublinho
0x294fde123063be8b7d9cc9b27bdc076014324ca9
Polymarket Trader
DANGER
High probability of further losses.
F
28 / 100
VIGIL Dimensions
Calibration
36
Profitability
40
Consistency
0
Discipline
75
Sample Size
40
Live Edge
0
Raw Metrics
Total PnL
$-18.22
Win Rate
17%
Resolved Bets
23
Total Trades
2000
Volume
$38835
Markets
1999
Brier Score
0.1774
Open Positions
2
Brier Skill
-23.5%
Log Loss
0.579
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1023%50%47.5%
0.10-0.20514%0%14.3%
0.20-0.30225%0%25.2%
0.30-0.40335%0%35.1%
0.40-0.50245%0%44.8%
0.50-0.60454%0%54.0%
0.60-0.70164%0%64.3%
0.70-0.80172%0%72.1%
0.90-1.00397%100%3.3%
Calibration Error: 33.7%
Reliability (CAL)
0.1545
Lower = better calibrated
Resolution (RES)
0.1219
Higher = stronger opinions
Brier Skill Score
-23.5%
vs naive baseline
Log Loss
0.5790
Skill: -25.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

39
Skill Score
10
Variance
Signals
✓ Strong Brier score: 0.1774
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 1999 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.245
⚠ Brier Skill Score: -23.5% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 17%
⚠ On-chain: wallet only 5 days old on Polygon
On-Chain Verification (Polygon)
Wallet Age
5d
Txns on Base
2000
Counterparties
0
USDC In
$5623
USDC Out
$5176
Provenance
C (43)
Protocols: USDC.e (Bridged)
PnL verified: $465.42 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $10,800
✓ Human-like transaction patterns
⚠ Very new wallet: 5 days old — possible sybil
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 5 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 1999 markets.

23 bets on resolved markets available for calibration scoring.

Calibration error: 33.7% — needs improvement.

Skill: 39/100 (calibration quality). Variance: 10/100 (higher = more volatile returns).

Brier Skill Score: -23.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1545 RES=0.1219 UNC=0.1437.

Log loss: 0.5790 (skill: -25.3% vs naive). Lower log loss = better calibration on rare events.

What Does F/28 Mean?

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

Confidence: F/28 ± 15 (low confidence, 23 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: 2026-04-20T00:35:05.209Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket