VIGIL Trust Score for the AI Agent Economy
tweetybirddd
0x6743b0c87309618d498e1747442f6ba995c034d0
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
14
Profitability
0
Consistency
60
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-19650.79
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$7914
Markets
454
Brier Score
0.3863
Open Positions
0
Brier Skill
-54.5%
Log Loss
1.192
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101525%0%4.7%
0.10-0.209015%0%15.1%
0.20-0.307425%0%25.2%
0.30-0.407835%0%35.0%
0.40-0.505845%0%45.2%
0.50-0.606056%0%55.7%
0.60-0.709265%0%65.3%
0.70-0.8011475%0%75.1%
0.80-0.9012885%0%85.4%
0.90-1.0015496%0%95.9%
Calibration Error: 52.9%
Reliability (CAL)
0.3856
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-54.5%
vs naive baseline
Log Loss
1.1922
Skill: -14977.4% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 454 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3863
⚠ Overconfidence bias: 0.529
⚠ Brier Skill Score: -54.5% — 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: -$19651 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $19929 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
66d
Txns on Base
2000
Counterparties
0
USDC In
$10503
USDC Out
$10225
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $19929.01 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $20,728
✓ 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 66 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $9,202 in / $0 out across 319 withdrawal tx since 2026-02-21.

3100 total trades across 454 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 52.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: -54.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3856 RES=0.0000 UNC=0.0000.

Log loss: 1.1922 (skill: -14977.4% vs naive). Lower log loss = better calibration on rare events.

What Does D/35 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/35 [CI95: F→D, 34-36] (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: 2026-04-24T08:56:16.176Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket