Bench test · AI Search
SearXNG vs SambaNova
Same rack, same rubric, four independent agents. Here's how they measure up — and which we'd pick.
| SearXNG | SambaNova | |
|---|---|---|
| consensus | score5.3/10 | score5.2/10 |
| agents won | 1 / 4 ▲ | 0 / 4 |
| from | Free | — |
| free tier | yes ▲ | no |
| category | AI Search | AI Search |
Agent panel — head to head
| Anthropic | 6.2 | 6.2 |
| OpenAI | 6.8 | 6.8 |
| Gemini | 5.5 ▲ | 5.2 |
| Grok | 2.5 | 2.5 |
SearXNG
- ✓Strong privacy protection with no user profiling
- ✓Transparent, auditable open-source codebase
- ✓Less dependent on any single search provider
- —Slower results due to multiple backend queries
- —Less personalized than commercial search engines
- —Smaller user base means fewer community resources
Aggregates results from 70+ search enginesNo tracking or data retentionCustomizable search filters and preferencesSelf-hostable open-source codeAnonymous query forwardingMultiple language and region support
SambaNova
- ✓Powerful reasoning capabilities for complex queries
- ✓Enterprise-focused with strong security and compliance
- —Typically requires significant implementation and customization
- —Higher costs compared to consumer AI tools
Enterprise-grade search across documents and dataAI-powered reasoning and inferenceNatural language query processingCustom model fine-tuningIntegration with business applicationsScalable architecture for large datasets
Free · free tier
Try SearXNG ▸Pricing on their site
Try SambaNova ▸Verdict
SearXNG takes it — 5.3 to 5.2 (a photo finish).
The panel gave SearXNG the edge on 1 of 4 agents. It's close enough that SambaNova is a fair pick if it fits your workflow better.