VIGIL Trust Score for the AI Agent Economy
Trader 0x75cc3b...
0x75cc3b63a2f2423085e10706c78b494017b93ce1
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
15
Profitability
42
Consistency
0
Discipline
90
Sample Size
100
Live Edge
50
Raw Metrics
Total PnL
$201.73
Win Rate
1%
Resolved Bets
368
Total Trades
3100
Volume
$17587
Markets
378
Brier Score
0.1275
Open Positions
18
Brier Skill
-999.0%
Log Loss
0.427
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10206%0%5.9%
0.10-0.206115%0%15.4%
0.20-0.3010425%0%25.3%
0.30-0.409235%0%35.0%
0.40-0.504945%0%45.1%
0.50-0.602054%0%54.3%
0.60-0.70965%0%65.1%
0.70-0.80675%0%74.8%
0.80-0.90484%50%33.6%
0.90-1.00393%0%93.4%
Calibration Error: 31.7%
Reliability (CAL)
0.1237
Lower = better calibrated
Resolution (RES)
0.0027
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.4269
Skill: -1164.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

22
Skill Score
15
Variance
Signals
✓ Strong Brier score: 0.1275
✓ Net profitable: +$202 total PnL
✓ Well-diversified: 378 unique markets
⚠ Overconfidence bias: 0.317
⚠ Brier Skill Score: -2258.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 1%
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
3000
Counterparties
5
USDC In
$5817
USDC Out
$4547
Provenance
C (56)
Protocols: USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $1068 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $10,364
⚠ Young wallet: only 21 days old
⚠ Bot-like behavior detected: 498 burst txs, median interval 6s
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 21 days, 3000 txs, provenance grade C. Bot score: 80/100, wash trading score: 50/100.

Polymarket on-chain coverage: $2,409 in / $2,000 out across 186 withdrawal tx since 2026-04-14.

3100 total trades across 378 markets.

368 bets on resolved markets available for calibration scoring.

Calibration error: 31.7% — needs improvement.

Skill: 22/100 (calibration quality). Variance: 15/100 (higher = more volatile returns).

Brier Skill Score: -2258.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1237 RES=0.0027 UNC=0.0054.

Log loss: 0.4269 (skill: -1164.4% 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] (368 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: 2026-05-06T08:41:16.445Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket