VIGIL Trust Score for the AI Agent Economy
rewfxd
0x1818b08c5eab1f8fb6d43e383fe0ad243e291a1a
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
52 / 100
VIGIL Dimensions
Calibration
9
Profitability
43
Consistency
64
Discipline
75
Sample Size
88
Live Edge
100
Raw Metrics
Total PnL
$49.93
Win Rate
0%
Resolved Bets
242
Total Trades
1417
Volume
$3755
Markets
264
Brier Score
0.4278
Open Positions
2
Brier Skill
-71.1%
Log Loss
1.160
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1011%0%1.0%
0.10-0.20614%0%13.8%
0.20-0.30827%0%26.6%
0.30-0.401635%0%35.5%
0.40-0.503446%0%46.0%
0.50-0.603655%0%55.4%
0.60-0.704965%0%65.2%
0.70-0.804474%0%74.3%
0.80-0.903285%0%84.9%
0.90-1.001694%0%94.2%
Calibration Error: 62.5%
Reliability (CAL)
0.4271
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-71.1%
vs naive baseline
Log Loss
1.1596
Skill: -14564.7% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Signals
✓ Net profitable: +$50 total PnL
✓ Well-diversified: 264 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4278
⚠ Overconfidence bias: 0.625
⚠ Brier Skill Score: -71.1% — 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 — 95% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
3d
Txns on Base
2038
Counterparties
2
USDC In
$4757
USDC Out
$4245
Provenance
D (38)
Protocols: USDC.e (Bridged)
PnL verified: $461.74 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: 95% 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.

1417 total trades across 264 markets.

242 bets on resolved markets available for calibration scoring.

Calibration error: 62.5% — needs improvement.

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

Brier Skill Score: -71.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4271 RES=0.0000 UNC=0.0000.

Log loss: 1.1596 (skill: -14564.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.9 days before resolution, 0% early mover.

What Does C/52 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/52 ± 3 (high confidence, 242 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: 2026-04-20T01:46:32.847Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket