VIGIL Trust Score for the AI Agent Economy
Trader 0x9412cd...
0x9412cdfc1e3171e1aabb013d0f494986445d0cd0
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
36 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
61
Discipline
35
Sample Size
100
Live Edge
54
Raw Metrics
Total PnL
$-12521.13
Win Rate
1%
Resolved Bets
386
Total Trades
0
Volume
$0
Markets
0
Brier Score
0.4383
Open Positions
8
Brier Skill
-999.0%
Log Loss
1.229
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10106%0%5.8%
0.10-0.204615%0%14.7%
0.20-0.303024%7%17.5%
0.30-0.403032%7%25.3%
0.40-0.501043%0%43.1%
0.50-0.601655%0%54.9%
0.60-0.704664%0%64.4%
0.70-0.808274%0%73.8%
0.80-0.906484%0%84.4%
0.90-1.005293%0%93.3%
Calibration Error: 58.5%
Reliability (CAL)
0.4278
Lower = better calibrated
Resolution (RES)
0.0006
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.2291
Skill: -2031.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
47
Variance
Signals
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.4383
⚠ Overconfidence bias: 0.585
⚠ Brier Skill Score: -4174.2% — 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: -$12521 total PnL
⚠ Low win rate: 1%
⚠ PnL divergence: $14584 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
90d
Txns on Base
2989
Counterparties
30
USDC In
$17191
USDC Out
$15129
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $14584.06 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2989 txs
✓ Significant USDC flow: $32,320
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 90 days, 2989 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $6,398 in / $0 out across 7 withdrawal tx since 2026-03-31.

0 total trades across 0 markets.

386 bets on resolved markets available for calibration scoring.

Calibration error: 58.5% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 47/100 (higher = more volatile returns).

Brier Skill Score: -4174.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4278 RES=0.0006 UNC=0.0103.

Log loss: 1.2291 (skill: -2031.7% vs naive). Lower log loss = better calibration on rare events.

What Does D/36 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/36 [CI95: D→D, 35-38] (386 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: 2026-06-30T01:01:51.588Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket