VIGIL Trust Score for the AI Agent Economy
jackmeghivott
0x67706ec33d1bc5ed0db5cf0681b74b57b64ec3bd
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
1
Profitability
0
Consistency
78
Discipline
83
Sample Size
100
Live Edge
44
Raw Metrics
Total PnL
$-381950.71
Win Rate
1%
Resolved Bets
994
Total Trades
3100
Volume
$103968
Markets
204
Brier Score
0.3017
Open Positions
6
Brier Skill
-999.0%
Log Loss
0.866
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10565%0%5.2%
0.10-0.209015%0%15.2%
0.20-0.309625%0%25.2%
0.30-0.4012435%0%35.0%
0.40-0.5012845%0%45.1%
0.50-0.6015055%0%54.7%
0.60-0.7012464%2%62.8%
0.70-0.809674%4%70.2%
0.80-0.907285%0%84.6%
0.90-1.005894%0%94.2%
Calibration Error: 48.8%
Reliability (CAL)
0.2954
Lower = better calibrated
Resolution (RES)
0.0002
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8659
Skill: -2249.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

2
Skill Score
34
Variance
Signals
✓ Well-diversified: 204 unique markets
⚠ Overconfidence bias: 0.488
⚠ Brier Skill Score: -4927.7% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$381951 total PnL
⚠ Low win rate: 1%
⚠ PnL divergence: $382518 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
95d
Txns on Base
2867
Counterparties
25
USDC In
$50950
USDC Out
$50383
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $382517.58 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2867 txs
✓ Significant USDC flow: $101,333
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 218 burst txs, median interval 8s
Reasoning

On-chain verification: wallet age 95 days, 2867 txs, provenance grade B. Bot score: 80/100, wash trading score: 20/100.

Polymarket on-chain coverage: $6,573 in / $0 out across 31 withdrawal tx since 2026-04-01.

3100 total trades across 204 markets.

994 bets on resolved markets available for calibration scoring.

Calibration error: 48.8% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 34/100 (higher = more volatile returns).

Brier Skill Score: -4927.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2954 RES=0.0002 UNC=0.0060.

Log loss: 0.8659 (skill: -2249.0% vs naive). Lower log loss = better calibration on rare events.

What Does F/34 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/34 [CI95: F→D, 33-35] (994 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: 2026-07-05T02:36:43.453Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket