Rank 1: Vane
Best for a self-hosted answer engine with cited sources
- Web
- Self-hosted
MIT licensed. The project is now named Vane. Runs in Docker and needs a language model, either local or an API key you pay for.
Top pick: Vane. Switching saves about $240 USD a year.
$240 USDa year
≈$342.17 CAD (converted from USD)
Every pick below has a free version.
2 alternatives
The editor’s first choice for most people switching.
Best for a self-hosted answer engine with cited sources
MIT licensed. The project is now named Vane. Runs in Docker and needs a language model, either local or an API key you pay for.
Right for specific needs, or not yet mature enough to recommend widely.
Best for private web search without AI answers
AGPL-3.0-or-later. A metasearch engine, not an answer engine. Use a public instance or run your own; pair it with an AI front end for answers.
Sponsor this page: $149 for 30 days. Sponsors appear above the ranking, labeled; the ranking itself is not for sale.
How each alternative covers what people use Perplexity for. Numbers link to editor notes.
| Feature | Vane | SearXNG |
|---|---|---|
| Search | ||
| Web search across many sources | YesNote 1Searches through a bundled SearXNG instance | YesNote 2Aggregates results from many search engines without tracking |
| Answers | ||
| AI-written answers with citations | YesNote 3Answers come with cited sources | NoNote 4Returns result lists only; no AI-written answers |
| Multi-step deep research | PartialNote 5Quality mode researches deeper; results depend on the model you connect | NoNote 6No AI features |
| Models | ||
| Choice of AI models | YesNote 7Local models through Ollama or cloud APIs you pay for | NoNote 8No AI models |
| Input | ||
| Upload files and images for questions | YesNote 9Upload documents and images and ask about them | NoNote 10Search only |
| Platforms | ||
| Phone and desktop apps | NoNote 11Self-hosted web app; no native apps | NoNote 12Web interface; no native apps |
| Parity score | 75% | 17% |
Not covered by any free alternative yet: Multi-step deep research, Phone and desktop apps. See all feature gaps
Switching saves about $240 USD / ≈$342 CAD (estimated from the USD price) a year. Prices checked ; ≈ means converted from USD.
Based on Perplexity Pro, monthly. Price source. USD to CAD at 1.4257 as of Oct 7, 2026.
Last verified . Ranking: tier first, then the published score.
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Perplexity is a product of Perplexity, named here for comparison only. Platforms listed for Perplexity: Windows, macOS, Web, iOS, Android.