VIGIL Trust Score for the AI Agent Economy
opiop18
0xbfa8c6d4fbed5aaca4661ee2079c1fc0ce676e47
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
7
Profitability
41
Consistency
60
Discipline
75
Sample Size
40
Live Edge
54
Raw Metrics
Total PnL
$112.1
Win Rate
8%
Resolved Bets
24
Total Trades
212
Volume
$15498
Markets
141
Brier Score
0.2893
Open Positions
2
Brier Skill
-278.8%
Log Loss
0.779
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20117%0%17.0%
0.20-0.30124%0%24.0%
0.30-0.40536%20%16.0%
0.40-0.50544%20%24.2%
0.50-0.60655%0%55.0%
0.60-0.70464%0%63.8%
0.70-0.80170%0%70.0%
0.80-0.90183%0%82.7%
Calibration Error: 40.8%
Reliability (CAL)
0.2135
Lower = better calibrated
Resolution (RES)
0.0097
Higher = stronger opinions
Brier Skill Score
-278.8%
vs naive baseline
Log Loss
0.7794
Skill: -171.7% vs naive — sensitive to rare events
Timeliness
5/100
Avg 5d before resolution, 0% early mover
Skill & Variance Analysis

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

13
Skill Score
18
Variance
Signals
✓ Net profitable: +$112 total PnL
✓ Well-diversified: 141 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.408
⚠ Brier Skill Score: -278.8% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 8%
On-Chain Verification (Polygon)
Wallet Age
7d
Txns on Base
311
Counterparties
0
USDC In
$10432
USDC Out
$10365
Provenance
C (43)
Protocols: USDC.e (Bridged)
PnL verified: $44.87 gap between API and on-chain USDC
✓ Active on-chain: 311 txs
✓ Significant USDC flow: $20,796
✓ Human-like transaction patterns
⚠ Young wallet: only 7 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 7 days, 311 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

212 total trades across 141 markets.

24 bets on resolved markets available for calibration scoring.

Calibration error: 40.8% — needs improvement.

Skill: 13/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: -278.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2135 RES=0.0097 UNC=0.0764.

Log loss: 0.7794 (skill: -171.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 5.0 days before resolution, 0% early mover.

What Does D/41 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/41 ± 15 (low confidence, 24 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: 2026-04-20T00:35:14.493Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket