VIGIL Trust Score for the AI Agent Economy
silvinek
0xc2b00b670009fffca62ec190cc0560ef46c9e756
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
77
Discipline
84
Sample Size
100
Live Edge
36
Raw Metrics
Total PnL
$-11185.17
Win Rate
1%
Resolved Bets
374
Total Trades
3100
Volume
$15242
Markets
387
Brier Score
0.4993
Open Positions
4
Brier Skill
-999.0%
Log Loss
1.322
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1036%0%6.2%
0.10-0.20316%0%15.7%
0.20-0.30725%14%11.1%
0.30-0.401334%8%26.0%
0.40-0.502346%0%45.9%
0.50-0.605256%0%55.9%
0.60-0.706966%0%65.7%
0.70-0.8011075%0%75.1%
0.80-0.907184%0%84.2%
0.90-1.002394%0%93.9%
Calibration Error: 67.8%
Reliability (CAL)
0.4936
Lower = better calibrated
Resolution (RES)
0.0006
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.3223
Skill: -3869.9% vs naive — sensitive to rare events
Timeliness
16/100
Avg 7d before resolution, 23% early mover
Skill & Variance Analysis

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

0
Skill Score
24
Variance
Signals
✓ Well-diversified: 387 unique markets
✓ On-chain: 212-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4993
⚠ Overconfidence bias: 0.678
⚠ Brier Skill Score: -9286.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$11185 total PnL
⚠ Low win rate: 1%
⚠ PnL divergence: $11367 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
212d
Txns on Base
2000
Counterparties
0
USDC In
$3591
USDC Out
$3409
Provenance
B (61)
Protocols: USDC, USDC.e (Bridged)
PnL divergence: $11367.2 gap between API and on-chain USDC
✓ Wallet age: 212 days
✓ 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 212 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $328 in / $0 out across 14 withdrawal tx since 2025-11-30.

3100 total trades across 387 markets.

374 bets on resolved markets available for calibration scoring.

Calibration error: 67.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 24/100 (higher = more volatile returns).

Brier Skill Score: -9286.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4936 RES=0.0006 UNC=0.0053.

Log loss: 1.3223 (skill: -3869.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 6.5 days before resolution, 23% early mover.

What Does D/37 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/37 [CI95: D→D, 36-38] (374 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: 2026-06-30T14:22:56.153Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket