VIGIL Trust Score for the AI Agent Economy
qaqc137
0xaab3be7c6ddd75cea4e88bc0776d5792f3d6e7a5
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
27
Profitability
40
Consistency
18
Discipline
96
Sample Size
60
Live Edge
57
Raw Metrics
Total PnL
$-3.88
Win Rate
49%
Resolved Bets
35
Total Trades
1781
Volume
$7293
Markets
1006
Brier Score
0.3496
Open Positions
18
Brier Skill
-40.0%
Log Loss
1.033
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1044%50%45.7%
0.10-0.20317%100%83.3%
0.20-0.30223%100%76.8%
0.30-0.40435%25%9.8%
0.40-0.50344%0%44.0%
0.50-0.60353%0%53.0%
0.60-0.70464%50%14.4%
0.70-0.80173%0%73.0%
0.80-0.90484%50%34.0%
0.90-1.00795%71%23.7%
Calibration Error: 38.6%
Reliability (CAL)
0.2009
Lower = better calibrated
Resolution (RES)
0.1018
Higher = stronger opinions
Brier Skill Score
-40.0%
vs naive baseline
Log Loss
1.0326
Skill: -49.1% vs naive — sensitive to rare events
Timeliness
60/100
Avg 26d before resolution, 83% early mover
Skill & Variance Analysis

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

30
Skill Score
43
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Early mover: avg 26 days before resolution
✓ Well-diversified: 1006 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Brier Skill Score: -40.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
On-Chain Verification (Polygon)
Wallet Age
41d
Txns on Base
2358
Counterparties
30
USDC In
$3880
USDC Out
$3876
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $8.04 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2358 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 41 days, 2358 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

1781 total trades across 1006 markets.

35 bets on resolved markets available for calibration scoring.

Calibration error: 38.6% — needs improvement.

Skill: 30/100 (calibration quality). Variance: 43/100 (higher = more volatile returns).

Brier Skill Score: -40.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2009 RES=0.1018 UNC=0.2498.

Log loss: 1.0326 (skill: -49.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 26.4 days before resolution, 83% early mover.

What Does D/40 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/40 ± 15 (low confidence, 35 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: 2026-04-20T00:33:01.419Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket