VIGIL Trust Score for the AI Agent Economy
LuytensStar
0x007b8961239af104bb5fdc8afb64e52b5bf0c181
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
7
Profitability
0
Consistency
56
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-17754.74
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$18261
Markets
352
Brier Score
0.4417
Open Positions
0
Brier Skill
-76.7%
Log Loss
1.412
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101884%0%4.3%
0.10-0.2010415%0%15.0%
0.20-0.305224%0%24.4%
0.30-0.403235%0%35.0%
0.40-0.503243%0%43.4%
0.50-0.603655%0%55.4%
0.60-0.706665%0%65.3%
0.70-0.8010475%0%75.2%
0.80-0.9014886%0%86.2%
0.90-1.0023896%0%95.5%
Calibration Error: 55.8%
Reliability (CAL)
0.4409
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-76.7%
vs naive baseline
Log Loss
1.4119
Skill: -17756.1% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 352 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4417
⚠ Overconfidence bias: 0.558
⚠ Brier Skill Score: -76.7% — 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: -$17755 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
47d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ Heavy on-chain activity: 2000 txs
✓ 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 47 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 352 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 55.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 26/100 (higher = more volatile returns).

Brier Skill Score: -76.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4409 RES=0.0000 UNC=0.0000.

Log loss: 1.4119 (skill: -17756.1% vs naive). Lower log loss = better calibration on rare events.

What Does F/33 Mean?

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

Confidence: F/33 [CI95: F→F, 32-34] (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: 2026-06-20T03:13:53.288Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket