VIGIL Trust Score for the AI Agent Economy
SIMESABAChrome2
0x9a46aec5ff2601971da158f7384b7dcb5a193e9e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
27
Profitability
0
Consistency
100
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-3939.67
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$13621
Markets
79
Brier Score
0.2752
Open Positions
0
Brier Skill
-10.1%
Log Loss
0.784
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10464%0%4.0%
0.10-0.202014%0%13.8%
0.20-0.302226%0%25.7%
0.30-0.404635%0%35.4%
0.40-0.5022446%0%46.0%
0.50-0.6050652%0%52.0%
0.60-0.706064%0%63.7%
0.70-0.801675%0%75.1%
0.80-0.903286%0%86.0%
0.90-1.002896%0%95.7%
Calibration Error: 49.7%
Reliability (CAL)
0.2746
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-10.1%
vs naive baseline
Log Loss
0.7845
Skill: -9821.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
15
Variance
Signals
✓ Well-diversified: 79 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.497
⚠ Brier Skill Score: -10.1% — 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
⚠ Net loss: -$3940 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $3940 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
70d
Txns on Base
2122
Counterparties
82
USDC In
$1880
USDC Out
$1880
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $3939.67 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2122 txs
✓ Diverse counterparties: 82 unique addresses
✓ Diverse trading network: 82 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 26 burst txs
Reasoning

On-chain verification: wallet age 70 days, 2122 txs, provenance grade B. Bot score: 30/100, wash trading score: 0/100.

Polymarket on-chain coverage: $16 in / $0 out across 6 withdrawal tx since 2026-04-28.

3100 total trades across 79 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 49.7% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 15/100 (higher = more volatile returns).

Brier Skill Score: -10.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2746 RES=0.0000 UNC=0.0000.

Log loss: 0.7845 (skill: -9821.2% vs naive). Lower log loss = better calibration on rare events.

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 [CI95: D→D, 39-41] (1000 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: 2026-07-05T02:41:37.182Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket