VIGIL Trust Score for the AI Agent Economy
u936
0x510ae1a69ea3fa6f95027157128c25563508d77f
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
26
Profitability
0
Consistency
93
Discipline
85
Sample Size
100
Live Edge
21
Raw Metrics
Total PnL
$-16266.58
Win Rate
0%
Resolved Bets
284
Total Trades
3100
Volume
$17788
Markets
100
Brier Score
0.2852
Open Positions
6
Brier Skill
-14.1%
Log Loss
0.794
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.201017%0%17.1%
0.20-0.302825%0%24.8%
0.30-0.404035%0%34.7%
0.40-0.507245%0%44.8%
0.50-0.605055%0%55.0%
0.60-0.704065%0%64.7%
0.70-0.802875%0%75.2%
0.80-0.901483%0%83.5%
0.90-1.00299%0%99.0%
Calibration Error: 50.3%
Reliability (CAL)
0.2844
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-14.1%
vs naive baseline
Log Loss
0.7941
Skill: -9942.9% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 100 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.503
⚠ Brier Skill Score: -14.1% — 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
⚠ Weak live edge: open positions mostly underwater
⚠ Net loss: -$16267 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $17044 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
13d
Txns on Base
2335
Counterparties
115
USDC In
$13253
USDC Out
$12476
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $17043.79 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2335 txs
✓ Diverse counterparties: 115 unique addresses
✓ Significant USDC flow: $25,729
✓ Human-like transaction patterns
✓ Diverse trading network: 115 counterparties
⚠ Young wallet: only 13 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 13 days, 2335 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 100 markets.

284 bets on resolved markets available for calibration scoring.

Calibration error: 50.3% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -14.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2844 RES=0.0000 UNC=0.0000.

Log loss: 0.7941 (skill: -9942.9% vs naive). Lower log loss = better calibration on rare events.

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, 37-39] (284 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: 2026-05-09T22:03:38.036Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket