Bench test · AI Search
Neeva vs SambaNova
Same rack, same rubric, four independent agents. Here's how they measure up — and which we'd pick.
| Neeva | SambaNova | |
|---|---|---|
| consensus | score2.3/10 | score5.2/10 |
| agents won | 0 / 4 | 4 / 4 ▲ |
| from | — | — |
| free tier | no | no |
| category | AI Search | AI Search |
Agent panel — head to head
| Anthropic | 3.5 | 6.2 ▲ |
| OpenAI | 3.2 | 6.8 ▲ |
| Gemini | 1.0 | 5.2 ▲ |
| Grok | 1.5 | 2.5 ▲ |
Neeva
- ✓Strong privacy protection
- ✓Clean, uncluttered results
- ✓No behavioral tracking
- —Requires paid subscription
- —Smaller index than Google
- —Limited market adoption
Ad-free search resultsNo user tracking or data sellingAI-powered answer generationSubscription-based modelPrivacy-first approachPersonalized search without profiling
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
Pricing on their site
Try Neeva ▸Pricing on their site
Try SambaNova ▸Verdict
SambaNova takes it — 5.2 to 2.3.
The panel gave SambaNova the edge on 4 of 4 agents.