VIGIL Trust Score for the AI Agent Economy
aabbaabb
0x19cd345dcd11a9f1aedb29fc45577d8d57a0af9a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
52
Discipline
95
Sample Size
88
Live Edge
42
Raw Metrics
Total PnL
$19.21
Win Rate
1%
Resolved Bets
173
Total Trades
3100
Volume
$20870
Markets
216
Brier Score
0.3104
Open Positions
16
Brier Skill
-999.0%
Log Loss
0.847
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.201514%0%14.4%
0.20-0.30626%0%26.4%
0.30-0.401834%0%34.0%
0.40-0.504645%0%45.5%
0.50-0.602854%4%50.3%
0.60-0.702265%0%64.6%
0.70-0.802275%0%74.9%
0.80-0.901383%0%83.1%
0.90-1.00394%0%93.6%
Calibration Error: 51.5%
Reliability (CAL)
0.3036
Lower = better calibrated
Resolution (RES)
0.0002
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8470
Skill: -2282.6% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Signals
✓ Net profitable: +$19 total PnL
✓ Well-diversified: 216 unique markets
⚠ Overconfidence bias: 0.515
⚠ Brier Skill Score: -5300.3% — 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: 1%
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
105d
Txns on Base
2899
Counterparties
15
USDC In
$3420
USDC Out
$3073
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $327.55 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2899 txs
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 17 burst txs
Reasoning

On-chain verification: wallet age 105 days, 2899 txs, provenance grade B. Bot score: 30/100, wash trading score: 20/100.

Polymarket on-chain coverage: $202 in / $0 out across 14 withdrawal tx since 2026-02-03.

3100 total trades across 216 markets.

173 bets on resolved markets available for calibration scoring.

Calibration error: 51.5% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: -5300.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3036 RES=0.0002 UNC=0.0057.

Log loss: 0.8470 (skill: -2282.6% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.5 days before resolution, 0% early mover.

What Does D/38 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/38 [CI95: D→D, 36-40] (173 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-05-01T01:53:01.010Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket