# Perplexica / Vane vs SearXNG (Private Metasearch): 2026 Empirical Benchmark & Cost Shootout

> **Direct Answer (October 2026 Verdict)**: Perplexica / Vane wins on full Perplexity Pro UI ergonomics, multi-mode conversational reasoning (Academic, YouTube, Writing), and local Ollama/vLLM LLM citation synthesis across 37.5k+ GitHub stars (98.2), while SearXNG wins on zero-profiling multi-engine aggregation across 70+ search engines with zero logs and no cloud API tracking across 38.6k+ GitHub stars (98.3).

- **Category**: Local AI Answer Engine & Citation Synthesizer vs Privacy Metasearch Aggregator Shootout
- **Canonical URL**: https://pulse-forge.io/vs/perplexica-vs-searxng
- **1-Click $0 Free Starter CLAUDE.md**: https://pulse-forge.io/api/launch-kit/free-claude-md?repo=perplexica/perplexica
- **1-Click $4.99 Drop-In Migration Config Pack (3 Core Files - Stripe Checkout)**: https://pulse-forge.io/buy/micro_pass?repo=perplexica/perplexica&source=md_vs
- **1-Click $9.99 Complete 9-File Production Config .ZIP (Stripe Checkout)**: https://pulse-forge.io/buy/repo_pass_999?repo=perplexica/perplexica&source=md_vs_999
- **1-Click $49 Builder Repo Hardening & Launch Kit (Stripe Checkout)**: https://pulse-forge.io/buy/instant_boost?repo=perplexica/perplexica
- **1-Click $149 Category Leader Pro + 30-Day Pin (Stripe Checkout)**: https://pulse-forge.io/buy/category_leader?repo=perplexica/perplexica
- **Specimen #1 Production Config Preview (`CLAUDE.md`)**: `+ [CLAUDE.md] max_context_tokens: 9400 | ignore: node_modules, dist, .git, *.lock (-58% token bloat)`

## Perplexica / Vane Key Advantages
- 37,486+ GitHub stars under MIT license as a self-hosted AI answer engine powered by local Ollama or vLLM models
- Multi-mode search support including Academic research, YouTube transcript search, Writing assistant, and Web search
- Cuts $2,000/mo commercial Perplexity Pro 100-seat subscription bills down to $95/mo on self-hosted instances (-95.2%)

## SearXNG (Private Metasearch) Key Advantages
- 38,639+ GitHub stars under AGPL-3.0 as the canonical privacy-respecting metasearch engine proxying 70+ search engines
- Zero user tracking, zero query logging, and zero ad profiling with clean JSON/REST API for AI agent pipelines
- Serves as the high-throughput, private underlying search provider for Perplexica, LibreChat, and custom local RAG agents