VIGIL Trust Score for the AI Agent Economy
encore21
0x9ddc4ea641741f1985b833f2d4b9dfbba2dee874
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
15
Profitability
0
Consistency
68
Discipline
97
Sample Size
88
Live Edge
46
Raw Metrics
Total PnL
$-6410.72
Win Rate
10%
Resolved Bets
202
Total Trades
3100
Volume
$18849
Markets
107
Brier Score
0.2478
Open Positions
46
Brier Skill
-177.8%
Log Loss
0.727
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10246%17%10.2%
0.10-0.205214%8%6.6%
0.20-0.302223%0%23.0%
0.30-0.401834%0%34.1%
0.40-0.501246%33%13.1%
0.50-0.601456%14%41.4%
0.60-0.702265%18%47.0%
0.70-0.801474%0%73.5%
0.80-0.902085%10%75.2%
0.90-1.00491%0%90.9%
Calibration Error: 31.5%
Reliability (CAL)
0.1652
Lower = better calibrated
Resolution (RES)
0.0076
Higher = stronger opinions
Brier Skill Score
-177.8%
vs naive baseline
Log Loss
0.7272
Skill: -125.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

23
Skill Score
56
Variance
Signals
✓ Well-diversified: 107 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.291
⚠ Brier Skill Score: -177.8% — 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: -$6411 total PnL
⚠ Low win rate: 10%
⚠ On-chain: wallet only 2 days old on Polygon
⚠ PnL divergence: $7345 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
2d
Txns on Base
2179
Counterparties
93
USDC In
$9485
USDC Out
$8551
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $7344.66 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2179 txs
✓ Diverse counterparties: 93 unique addresses
✓ Significant USDC flow: $18,036
✓ Diverse trading network: 93 counterparties
⚠ Very new wallet: 2 days old — possible sybil
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 58 burst txs, median interval 8s
Reasoning

On-chain verification: wallet age 2 days, 2179 txs, provenance grade B. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $1,083 in / $0 out across 11 withdrawal tx since 2026-04-27.

3100 total trades across 107 markets.

202 bets on resolved markets available for calibration scoring.

Calibration error: 31.5% — needs improvement.

Skill: 23/100 (calibration quality). Variance: 56/100 (higher = more volatile returns).

Brier Skill Score: -177.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1652 RES=0.0076 UNC=0.0892.

Log loss: 0.7272 (skill: -125.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/37 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/37 [CI95: D→D, 35-39] (202 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: 2026-04-29T11:06:16.866Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket