VIGIL Trust Score for the AI Agent Economy
RN1
0x2005d16a84ceefa912d4e380cd32e7ff827875ea
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
39 / 100
VIGIL Dimensions
Calibration
7
Profitability
0
Consistency
67
Discipline
93
Sample Size
100
Live Edge
42
Raw Metrics
Total PnL
$-5169676.11
Win Rate
7%
Resolved Bets
961
Total Trades
5000
Volume
$1571263
Markets
992
Brier Score
0.3007
Open Positions
16
Brier Skill
-390.9%
Log Loss
0.880
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101064%10%5.9%
0.10-0.207915%8%7.7%
0.20-0.309225%8%17.5%
0.30-0.4010135%7%28.2%
0.40-0.5013044%6%38.2%
0.50-0.6013855%4%51.1%
0.60-0.7010565%4%60.7%
0.70-0.808475%5%70.3%
0.80-0.907185%8%76.7%
0.90-1.005595%9%86.1%
Calibration Error: 41.8%
Reliability (CAL)
0.2387
Lower = better calibrated
Resolution (RES)
0.0005
Higher = stronger opinions
Brier Skill Score
-390.9%
vs naive baseline
Log Loss
0.8803
Skill: -263.8% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Skill & Variance Analysis

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

10
Skill Score
31
Variance
Signals
✓ Well-diversified: 992 unique markets
✓ On-chain: 435-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.405
⚠ Brier Skill Score: -390.9% — 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: -$5169676 total PnL
⚠ Low win rate: 7%
⚠ PnL divergence: $5171009 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
435d
Txns on Base
1000
Counterparties
0
USDC In
$10284
USDC Out
$8951
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $5171009.34 gap between API and on-chain USDC
✓ Wallet age: 435 days (mature)
✓ Heavy on-chain activity: 1000 txs
✓ Significant USDC flow: $19,235
✓ 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 435 days, 1000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $5,434 in / $0 out across 29 withdrawal tx since 2025-07-09.

5000 total trades across 992 markets.

961 bets on resolved markets available for calibration scoring.

Calibration error: 41.8% — needs improvement.

Skill: 10/100 (calibration quality). Variance: 31/100 (higher = more volatile returns).

Brier Skill Score: -390.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2387 RES=0.0005 UNC=0.0613.

Log loss: 0.8803 (skill: -263.8% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.0 days before resolution, 0% early mover.

What Does D/39 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/39 [CI95: D→D, 38-40] (961 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: 2026-09-17T14:23:21.236Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket