Local Decision Studio & Dispatcher

AI Search Engine Switcher & Workflow Matrix

Diagnose your daily AI query distribution, benchmark Perplexity alternatives, and configure custom browser routing.

📊 Multi-Engine Radar & Architecture Benchmark

8 Tested Engines

🔬 Real-Time Query Dispatch & Grounding Simulator

Live Synthetic Trace
Step 01
Query Expansion
Extracting 4 sub-queries and boolean operators.
Step 02
Multi-Index Scraping
Parallel scraping across arXiv, GitHub, and doc indexes.
Step 03
Re-ranking & Dedup
Cross-encoder filtering 38 candidate nodes to top 6.
Step 04
Grounded Synthesis
Generating response with inline strict citations.
[Ready] Select a technical query and click "Simulate Step-by-Step Dispatch" to trace real-time engine execution pipelines.

💰 Flat $20/mo vs BYOK API Optimizer

Estimated Pay-As-You-Go Cost:
$4.05/mo
Unified Flat Pro Subscription $20.00 / mo
OpenRouter / Claude 3.5 Haiku + Sonnet API $2.70 / mo
Tavily / Exa Neural Search API (1,350 queries) $1.35 / mo
Projected Monthly Savings with BYOK $15.95 / mo (80%)

*Calculated at 45 avg queries/day with 1.2k tokens in / 650 tokens out per search turn.

🚀 Custom Browser Search Templates

%s URLs
Engine Keyword Search URL Template (%s) Action
Playbook exported successfully!

Optimizing AI Search Routing & BYOK Cost Dynamics

Read the explanation

The workbench evaluates eight search architectures by multiplying user workload category weights across engine performance ratings. Selecting a preset or adjusting sliders shifts the ranking vector, elevating specialized models like Phind or Claude when technical depth rises. During queries, four sequential pipeline stages expand queries, retrieve candidate indexes, cross-encode relevance, and synthesize cited responses. Replacing flat subscriptions with pay as you go token APIs shrinks estimated monthly search spend from twenty dollars down to around four dollars.

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