VIGIL Trust Score for the AI Agent Economy
Trader 0xe9076a...
0xe9076a87c5ed90ef16e6fe6529c943baeca0cff6
Polymarket Trader
DANGER
High probability of further losses.
F
14 / 100
VIGIL Dimensions
Calibration
41
Profitability
0
Consistency
55
Discipline
96
Sample Size
100
Live Edge
53
Raw Metrics
Total PnL
$-90307.51
Win Rate
9%
Resolved Bets
886
Total Trades
3100
Volume
$96435
Markets
426
Brier Score
0.1309
Open Positions
114
Brier Skill
-66.9%
Log Loss
0.563
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.107182%6%4.1%
0.10-0.202613%8%5.3%
0.20-0.302024%20%4.0%
0.30-0.40835%0%34.6%
0.40-0.502845%36%9.2%
0.50-0.601254%50%3.9%
0.60-0.70665%67%1.9%
0.80-0.90684%33%50.4%
0.90-1.006298%10%88.2%
Calibration Error: 10.8%
Reliability (CAL)
0.0590
Lower = better calibrated
Resolution (RES)
0.0083
Higher = stronger opinions
Brier Skill Score
-66.9%
vs naive baseline
Log Loss
0.5627
Skill: -92.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

48
Skill Score
100
Variance
Signals
✓ Strong Brier score: 0.1309
✓ Well-diversified: 426 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
✓ On-chain: $17,137 total USDC.e received from Polymarket contracts across 343 tx (Polygon)
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -66.9% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 81% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$90308 total PnL
⚠ Low win rate: 9%
⚠ PnL divergence: $580680 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
40d
Txns on Base
3000
Counterparties
30
USDC In
$521099
USDC Out
$30726
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $580680.41 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $551,826
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 40 days, 3000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $17,137 in / $0 out across 343 withdrawal tx since 2026-03-19.

3100 total trades across 426 markets.

886 bets on resolved markets available for calibration scoring.

Calibration error: 10.8% — good.

Skill: 48/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -66.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0590 RES=0.0083 UNC=0.0784.

Log loss: 0.5627 (skill: -92.3% vs naive). Lower log loss = better calibration on rare events.

What Does F/14 Mean?

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

Confidence: F/14 ± 3 (high confidence, 886 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: 2026-04-23T01:09:38.472Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket