VIGIL Trust Score for the AI Agent Economy
echttex
0x88d80b0a1c99214630a7b5ed52b64b43f1698b8e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
9
Profitability
40
Consistency
62
Discipline
75
Sample Size
88
Live Edge
58
Raw Metrics
Total PnL
$1.62
Win Rate
0%
Resolved Bets
162
Total Trades
3100
Volume
$5652
Markets
162
Brier Score
0.4261
Open Positions
2
Brier Skill
-70.4%
Log Loss
1.158
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1014%0%4.0%
0.10-0.20215%0%15.0%
0.20-0.30626%0%25.5%
0.30-0.401535%0%35.5%
0.40-0.501846%0%45.6%
0.50-0.603656%0%55.6%
0.60-0.702564%0%63.6%
0.70-0.802076%0%76.2%
0.80-0.902785%0%85.4%
0.90-1.001293%0%92.7%
Calibration Error: 62.2%
Reliability (CAL)
0.4253
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-70.4%
vs naive baseline
Log Loss
1.1577
Skill: -14541.0% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Signals
✓ Net profitable: +$2 total PnL
✓ Well-diversified: 162 unique markets
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.4261
⚠ Overconfidence bias: 0.622
⚠ Brier Skill Score: -70.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
58d
Txns on Base
2426
Counterparties
30
USDC In
$1782
USDC Out
$1311
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $469.47 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2426 txs
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 196 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 58 days, 2426 txs, provenance grade B. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $1,330 in / $0 out across 35 withdrawal tx since 2026-03-01.

3100 total trades across 162 markets.

162 bets on resolved markets available for calibration scoring.

Calibration error: 62.2% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: -70.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4253 RES=0.0000 UNC=0.0000.

Log loss: 1.1577 (skill: -14541.0% vs naive). Lower log loss = better calibration on rare events.

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

What Does D/42 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/42 [CI95: D→D, 40-44] (162 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-04-25T05:01:46.315Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket