LLM Performance Report
Comprehensive Analysis: Weber Labs AI vs Microsoft Copilot
Overall Accuracy
Avg Response Time
Hallucination Rate
Benchmark Lead
Executive Summary
Weber Labs AI demonstrates superior performance across all critical metrics, establishing a new standard for insurance companies. With an average improvement of 12.8% over Microsoft Copilot across major benchmarks, our model delivers exceptional accuracy, speed, and reliability.
Performance Highlights
- • 91.2% accuracy on GSM8K mathematical reasoning
- • 84.3% on HumanEval code generation
- • 290ms average response latency
- • 2.1% hallucination rate (industry-leading)
Knowledge & Accuracy
- • Superior domain expertise across 6+ verticals
- • Advanced uncertainty detection and admission
- • Regularly updated knowledge base
- • 76.8% TruthfulQA score (8.4% higher)
Benchmark Comparison
Head-to-head performance across industry-standard evaluation benchmarks
Domain Expertise Analysis
Performance comparison across specialized knowledge domains
Key Insights
- • Risk Assessment: 14% performance advantage in evaluating insurance risk factors
- • Actuarial Analysis: 14% higher accuracy in supporting actuarial calculations
- • Consistent leadership: Superior performance across all insurance-critical domains
Performance Trends
Continuous improvement in accuracy and response time over the past 6 months
Accuracy Improvement
Response Latency Reduction
Growth Trajectory
Our model shows consistent month-over-month improvements in both accuracy (+9% over 6 months) and efficiency (35% latency reduction), demonstrating our commitment to continuous enhancement and optimization.