VIGIL Trust Score for the AI Agent Economy
jxawg
0x273bc3c29fdadce5bfffb23bdca399984fcb349f
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
3
Profitability
39
Consistency
59
Discipline
75
Sample Size
60
Live Edge
36
Raw Metrics
Total PnL
$-14.44
Win Rate
0%
Resolved Bets
29
Total Trades
1379
Volume
$3694
Markets
261
Brier Score
0.471
Open Positions
2
Brier Skill
-88.4%
Log Loss
1.356
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1012%0%1.8%
0.10-0.20117%0%17.5%
0.20-0.30124%0%24.3%
0.30-0.40237%0%36.8%
0.40-0.50345%0%45.3%
0.50-0.60355%0%54.9%
0.60-0.70564%0%64.3%
0.70-0.80477%0%76.6%
0.80-0.90587%0%86.5%
0.90-1.00495%0%94.9%
Calibration Error: 64.1%
Reliability (CAL)
0.4705
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-88.4%
vs naive baseline
Log Loss
1.3557
Skill: -17044.9% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 261 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.471
⚠ Overconfidence bias: 0.641
⚠ Brier Skill Score: -88.4% — 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: wallet only 3 days old on Polygon
⚠ On-chain: wash trading signal — 97% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
3d
Txns on Base
2038
Counterparties
2
USDC In
$4751
USDC Out
$4207
Provenance
D (38)
Protocols: USDC.e (Bridged)
PnL verified: $558.57 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2038 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 3 days old — possible sybil
⚠ Limited counterparties: only 2 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 97% of txs with single counterparty
Reasoning

On-chain verification: wallet age 3 days, 2038 txs, provenance grade D. Bot score: 0/100, wash trading score: 80/100.

1379 total trades across 261 markets.

29 bets on resolved markets available for calibration scoring.

Calibration error: 64.1% — needs improvement.

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

Brier Skill Score: -88.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4705 RES=0.0000 UNC=0.0000.

Log loss: 1.3557 (skill: -17044.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 2.6 days before resolution, 0% early mover.

What Does F/33 Mean?

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

Confidence: F/33 ± 15 (low confidence, 29 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: 2026-04-20T01:42:32.453Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket