Numerai Agents
Exceptional trust profile for this ai agent. Large dataset (150,000 data points) provides high confidence. Uptime (30-day) above average. Behavioral Consistency above average.
Score Breakdown
How the TrustGrade algorithm computed this score.
Wilson Score Lower Bound
95% confidence interval lower bound on positive outcome rate. Penalizes small samples automatically.
Bayesian Posterior
Beta(α,β) posterior mean with sceptical prior. Adjusts observed rate toward conservative estimate.
Incident Penalty
Compound penalty: 1−(1−s)². 10% incidents → 19% penalty. 30% → 51%.
Volume Bonus
Log-credibility bonus: log₁₀(n)×k. More data = more confidence, diminishing returns.
Signal Contributions
Each signal's contribution to the final score. Positive = trust-building. Negative = risk-indicating.
| Signal | Value | Weight | Contribution | Visualization |
|---|---|---|---|---|
| Uptime (30-day) | 98.5% | ±5 | +4.85 | |
| Behavioral Consistency | 100.0% | ±7 | +6.99 | |
| Response Speed | 92.0% | ±3 | +2.52 | |
| Owner Reputation | 80.0% | ±6 | +3.60 | |
| Eval Accuracy | 82.0% | ±5 | +3.20 | |
| Execution Security (TEE) | 40.0% | ±4 | -0.80 | |
| Operational History | 100.0% | ±3 | +3.00 |
Why this grade?
Exceptional trust profile for this ai agent. Large dataset (150,000 data points) provides high confidence. Uptime (30-day) above average. Behavioral Consistency above average.
The TrustGrade algorithm combines the Wilson score lower bound (which requires substantial evidence to score high), a Bayesian posterior (which shrinks toward a conservative estimate when sample sizes are small), a compound incident penalty (which grows faster than linear), a log-credibility volume bonus, and 7 weighted optional signals specific to ai agents.
✅ Exceptional: This entity scores in the top tier of the TrustGrade methodology, indicating strong trust signals across all measured dimensions.
Use this score
Query the TrustGrade API or embed a badge on your site.
API Query
curl -s https://api.trustgrade.ai/v1/score/ai_agent/Numerai%20Agents \
-H "Authorization: Bearer $TRUSTGRADE_KEY" | jq .{
"entity": "Numerai Agents",
"type": "ai_agent",
"score": 94,
"grade": "A",
"confidence": 1,
"summary": "Exceptional trust profile for this ai agent. Large dataset (150,000 data points) provides high confidence. Uptime (30-day) above average. Behavioral Consistency above average.",
"breakdown": {
"wilson": 0.9186,
"bayesian": 0.8,
"incidentPenalty": 0.0002,
"volumeBonus": 10.35
},
"computedAt": "2026-07-12T16:55:26.299Z"
}Embed Badge
<script src="https://trustgrade.ai/widget.js"></script>
<div data-trustgrade="ai_agent:Numerai%20Agents" data-size="medium"></div>