2026 AI Benchmark Explorer & Dynamic Model Router

Workload Parameters 6 Task Vectors

Deep Reasoning & Math 90

Live Web Search Fidelity 95

Coding Accuracy 30

Long Context Retrieval 85

Speed / Low Latency 40

Cost Sensitivity 30

Query Scale Estimated Query Cost

Input Tokens

Output Tokens

Optimal Smart Routing Cascade

Scenario: Deep Academic Research & Fact Verification

Primary Recommended Perplexity Pro / DeepResearch

Match: 92.5% Est. Cost: $0.159

Secondary Fallback ChatGPT (o3-mini / GPT-4o)

Match: 88.1% Est. Cost: $0.133

Claude 3.7 Sonnet

ChatGPT (o3 / GPT-4o)

Grok 3

Perplexity Pro

Model Evaluation Matrix

Model	Weighted Score	Estimated Cost	Reasoning	Web Search	Coding	Context

Perplexity Pro / DeepResearch | ChatGPT (o3-mini / GPT-4o) | 92.45 | $0.159