VIGIL Trust Score for the AI Agent Economy
Trader 0x9608fd...
0x9608fd48e1150bf674439acce2ac1cfe21a6ca1e
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
50 / 100
VIGIL Dimensions
Calibration
96
Profitability
40
Consistency
0
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
485
Total Trades
3100
Volume
$16311
Markets
722
Brier Score
0.0026
Open Positions
0
Brier Skill
98.9%
Log Loss
0.044
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.104734%0%4.0%
0.10-0.201014%0%13.8%
0.20-0.30121%0%21.0%
0.30-0.40132%0%31.6%
Calibration Error: 4.3%
Reliability (CAL)
0.0023
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
98.9%
vs naive baseline
Log Loss
0.0445
Skill: -462.2% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Skill & Variance Analysis

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

55
Skill Score
22
Variance
Signals
✓ Strong Brier score: 0.0026
✓ Brier Skill Score: 98.9% better than naive baseline
✓ Well-diversified: 722 unique markets
✓ On-chain: diverse counterparty network
⚠ 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%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
26d
Txns on Base
2927
Counterparties
30
USDC In
$6010
USDC Out
$5954
Provenance
B (63)
Protocols: USDC.e (Bridged)
✓ Heavy on-chain activity: 2927 txs
✓ Significant USDC flow: $11,964
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 26 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 378 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 26 days, 2927 txs, provenance grade B. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $5,436 in / $0 out across 45 withdrawal tx since 2026-04-03.

3100 total trades across 722 markets.

485 bets on resolved markets available for calibration scoring.

Calibration error: 4.3% — excellent.

Skill: 55/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: 98.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0023 RES=0.0000 UNC=0.0000.

Log loss: 0.0445 (skill: -462.2% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.6 days before resolution, 0% early mover.

What Does C/50 Mean?

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

Confidence: C/50 [CI95: C→C, 50-50] (485 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: 2026-04-28T08:40:04.427Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket