VIGIL Trust Score for the AI Agent Economy
rayray916
0xdf0810107d35335b2bacc0682180e0f24889d24a
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
14
Profitability
0
Consistency
54
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-50579.72
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$23420
Markets
144
Brier Score
0.399
Open Positions
0
Brier Skill
-59.6%
Log Loss
1.416
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.103125%0%4.6%
0.10-0.2013815%0%14.6%
0.20-0.305024%0%24.2%
0.30-0.401632%0%32.4%
0.40-0.501245%0%45.4%
0.50-0.60653%0%52.6%
0.60-0.701865%0%64.9%
0.70-0.804275%0%75.4%
0.80-0.9010485%0%85.1%
0.90-1.0030296%0%96.1%
Calibration Error: 48.3%
Reliability (CAL)
0.3982
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-59.6%
vs naive baseline
Log Loss
1.4164
Skill: -17813.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

2
Skill Score
19
Variance
Signals
✓ Well-diversified: 144 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.399
⚠ Overconfidence bias: 0.483
⚠ Brier Skill Score: -59.6% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$50580 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $50678 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
91d
Txns on Base
2000
Counterparties
0
USDC In
$33210
USDC Out
$33111
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $50678.08 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $66,321
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 91 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $966 in / $0 out across 39 withdrawal tx since 2026-04-01.

3100 total trades across 144 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 48.3% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: -59.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3982 RES=0.0000 UNC=0.0000.

Log loss: 1.4164 (skill: -17813.3% vs naive). Lower log loss = better calibration on rare events.

What Does F/34 Mean?

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

Confidence: F/34 [CI95: F→D, 33-35] (1000 resolved bets). This score is highly reliable — enough resolved bets to be confident.

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: 2026-07-01T11:25:06.830Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket