VIGIL Trust Score for the AI Agent Economy
cryptomoneygc8
0x5e83967ea7c218b1e6012796c3fedf209c2db598
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
28
Profitability
43
Consistency
80
Discipline
29
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$134.08
Win Rate
0%
Resolved Bets
19
Total Trades
3100
Volume
$9186
Markets
19
Brier Score
0.2694
Open Positions
0
Brier Skill
-7.7%
Log Loss
0.734
Calibration Analysis

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

BucketBetsExpectedActualError
0.30-0.40137%0%36.7%
0.40-0.50845%0%44.8%
0.50-0.60653%0%53.3%
0.60-0.70464%0%64.4%
Calibration Error: 51.2%
Reliability (CAL)
0.2687
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-7.7%
vs naive baseline
Log Loss
0.7340
Skill: -9182.1% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Signals
✓ Net profitable: +$134 total PnL
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.512
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain coverage gap: 189 Polymarket USDC withdrawals observed, but only 19 resolved bets recovered from data-api + CLOB. Grade based on a subset of the wallet's forecasting history.
On-Chain Verification (Polygon)
Wallet Age
71d
Txns on Base
2000
Counterparties
0
USDC In
$2632
USDC Out
$2390
Provenance
C (51)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $107.26 gap between API and on-chain USDC
✓ 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 71 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $1,054 in / $0 out across 189 withdrawal tx since 2026-02-13.

3100 total trades across 19 markets.

19 bets on resolved markets available for calibration scoring.

Calibration error: 51.2% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 8/100 (higher = more volatile returns).

Brier Skill Score: -7.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2687 RES=0.0000 UNC=0.0000.

Log loss: 0.7340 (skill: -9182.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.6 days before resolution, 0% early mover.

What Does D/42 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/42 ± 25 (very_low confidence, 19 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: 2026-04-22T01:56:41.231Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket