VIGIL Trust Score for the AI Agent Economy
Trader 0x4f77be...
0x4f77be59e16ea2734b1e2118379d02ac321d47f4
Polymarket Trader
DANGER
High probability of further losses.
F
28 / 100
VIGIL Dimensions
Calibration
18
Profitability
0
Consistency
65
Discipline
48
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$-10559.86
Win Rate
0%
Resolved Bets
32
Total Trades
1145
Volume
$26167
Markets
32
Brier Score
0.3485
Open Positions
0
Brier Skill
-39.4%
Log Loss
0.963
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20214%0%14.4%
0.20-0.30123%0%22.9%
0.30-0.40139%0%38.8%
0.40-0.501147%0%46.9%
0.50-0.60456%0%56.4%
0.60-0.70465%0%64.7%
0.70-0.80673%0%73.1%
0.80-0.90282%0%81.9%
0.90-1.00198%0%98.0%
Calibration Error: 56.0%
Reliability (CAL)
0.3478
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-39.4%
vs naive baseline
Log Loss
0.9633
Skill: -12082.2% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 32 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.560
⚠ Brier Skill Score: -39.4% — 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
⚠ Net loss: -$10560 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: wallet only 0 days old on Polygon
On-Chain Verification (Polygon)
Wallet Age
0d
Txns on Base
1550
Counterparties
11
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ Heavy on-chain activity: 1550 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 11 counterparties
⚠ Very new wallet: 0 days old — possible sybil
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 0 days, 1550 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

1145 total trades across 32 markets.

32 bets on resolved markets available for calibration scoring.

Calibration error: 56.0% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: -39.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3478 RES=0.0000 UNC=0.0000.

Log loss: 0.9633 (skill: -12082.2% vs naive). Lower log loss = better calibration on rare events.

What Does F/28 Mean?

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

Confidence: F/28 [CI95: F→F, 24-31] (32 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-29T11:04:01.633Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket