VIGIL Trust Score for the AI Agent Economy
Agile-Spacing
0xce25e214d5cfe4f459cf67f08df581885aae7fdc
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
2
Profitability
40
Consistency
74
Discipline
85
Sample Size
88
Live Edge
45
Raw Metrics
Total PnL
$-46.84
Win Rate
0%
Resolved Bets
229
Total Trades
3100
Volume
$37206
Markets
229
Brier Score
0.2388
Open Positions
4
Brier Skill
-999.0%
Log Loss
0.685
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20517%0%16.7%
0.20-0.30625%0%24.6%
0.30-0.403137%0%36.9%
0.40-0.5010245%0%45.0%
0.50-0.606054%2%52.3%
0.60-0.702164%0%64.5%
0.70-0.80277%0%76.5%
0.90-1.00298%0%97.5%
Calibration Error: 47.1%
Reliability (CAL)
0.2337
Lower = better calibrated
Resolution (RES)
0.0001
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.6853
Skill: -2340.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

3
Skill Score
24
Variance
Signals
✓ Well-diversified: 229 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.471
⚠ Brier Skill Score: -5392.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
53d
Txns on Base
2713
Counterparties
9
USDC In
$0
USDC Out
$0
Provenance
C (40)
✓ Heavy on-chain activity: 2713 txs
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 53 days, 2713 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

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

3100 total trades across 229 markets.

229 bets on resolved markets available for calibration scoring.

Calibration error: 47.1% — needs improvement.

Skill: 3/100 (calibration quality). Variance: 24/100 (higher = more volatile returns).

Brier Skill Score: -5392.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2337 RES=0.0001 UNC=0.0043.

Log loss: 0.6853 (skill: -2340.0% vs naive). Lower log loss = better calibration on rare events.

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 [CI95: D→D, 40-42] (229 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: 2026-06-23T06:42:24.867Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket