VIGIL Trust Score for the AI Agent Economy
Trader 0x8176b6...
0x8176b6002c28504c38c18994817ffe178bb5709a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
26
Profitability
40
Consistency
0
Discipline
81
Sample Size
100
Live Edge
26
Raw Metrics
Total PnL
$40.13
Win Rate
1%
Resolved Bets
499
Total Trades
3100
Volume
$27857
Markets
793
Brier Score
0.0517
Open Positions
4
Brier Skill
-550.7%
Log Loss
0.227
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101425%1%4.0%
0.10-0.2017515%1%14.1%
0.20-0.3010924%1%23.6%
0.30-0.404834%0%33.8%
0.40-0.501543%0%43.3%
0.50-0.60754%0%53.9%
0.60-0.70261%0%61.1%
0.70-0.80178%0%77.6%
Calibration Error: 16.9%
Reliability (CAL)
0.0430
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-550.7%
vs naive baseline
Log Loss
0.2267
Skill: -385.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

40
Skill Score
28
Variance
Signals
✓ Strong Brier score: 0.0517
✓ Net profitable: +$40 total PnL
✓ Well-diversified: 793 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ Overconfidence bias: 0.169
⚠ Brier Skill Score: -550.7% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Weak live edge: open positions mostly underwater
⚠ Low win rate: 1%
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
14d
Txns on Base
3000
Counterparties
5
USDC In
$10118
USDC Out
$7501
Provenance
B (60)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $2577.15 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $17,619
⚠ Young wallet: only 14 days old
⚠ Bot-like behavior detected: 646 burst txs, median interval 2s
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 14 days, 3000 txs, provenance grade B. Bot score: 100/100, wash trading score: 50/100.

Polymarket on-chain coverage: $4,559 in / $0 out across 344 withdrawal tx since 2026-04-22.

3100 total trades across 793 markets.

499 bets on resolved markets available for calibration scoring.

Calibration error: 16.9% — good.

Skill: 40/100 (calibration quality). Variance: 28/100 (higher = more volatile returns).

Brier Skill Score: -550.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0430 RES=0.0000 UNC=0.0080.

Log loss: 0.2267 (skill: -385.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 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/38 [CI95: D→D, 38-38] (499 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: 2026-05-07T14:40:44.510Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket