VIGIL Trust Score for the AI Agent Economy
4-testfollower-hm7
0xe6940b14e6652d9f2c6b774e3eb4b35ceeee7e7c
Polymarket Trader
DANGER
High probability of further losses.
F
25 / 100
VIGIL Dimensions
Calibration
51
Profitability
40
Consistency
60
Discipline
89
Sample Size
88
Live Edge
61
Raw Metrics
Total PnL
$19.75
Win Rate
17%
Resolved Bets
202
Total Trades
944
Volume
$10963
Markets
202
Brier Score
0.1716
Open Positions
72
Brier Skill
-22.6%
Log Loss
0.710
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101622%15%12.6%
0.10-0.202813%21%8.3%
0.20-0.30624%67%42.2%
0.30-0.40233%0%33.3%
0.90-1.00499%0%99.0%
Calibration Error: 14.8%
Reliability (CAL)
0.0394
Lower = better calibrated
Resolution (RES)
0.0088
Higher = stronger opinions
Brier Skill Score
-22.6%
vs naive baseline
Log Loss
0.7097
Skill: -56.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

44
Skill Score
100
Variance
Signals
✓ Strong Brier score: 0.1716
✓ Conservative (underconfident) bias
✓ Net profitable: +$20 total PnL
✓ Well-diversified: 202 unique markets
✓ On-chain: 232-day wallet history on Polygon
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -22.6% — 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: 80% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 17%
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
232d
Txns on Base
2473
Counterparties
34
USDC In
$5140
USDC Out
$5108
Provenance
B (78)
Protocols: USDC.e (Bridged)
PnL verified: $11.38 gap between API and on-chain USDC
✓ Wallet age: 232 days
✓ Heavy on-chain activity: 2473 txs
✓ Significant USDC flow: $10,248
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 95 burst txs
Reasoning

On-chain verification: wallet age 232 days, 2473 txs, provenance grade B. Bot score: 30/100, wash trading score: 20/100.

Polymarket on-chain coverage: $522 in / $1,099 out across 27 withdrawal tx since 2025-12-10.

944 total trades across 202 markets.

202 bets on resolved markets available for calibration scoring.

Calibration error: 14.8% — good.

Skill: 44/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -22.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0394 RES=0.0088 UNC=0.1400.

Log loss: 0.7097 (skill: -56.6% vs naive). Lower log loss = better calibration on rare events.

What Does F/25 Mean?

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

Confidence: F/25 [CI95: F→F, 23-27] (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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-07-01T02:43:25.054Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket