Search Engines
Top signal weightsGithub Activity 0.15Stackoverflow Activity 0.15Security Posture 0.14Capabilities 0.13
Rank by intent
Ranking basisMost adoptedStackoverflow Activity 0.20Github Activity 0.14Security Posture 0.12Capabilities 0.12
Same facts, re-weighted. Only the weighting changes, never the underlying evidence.
| # | Software | Score | Confidence | Vendor |
|---|---|---|---|---|
| 1 | VespaAI Search at Scale | 68 | low · 21% | n/a |
| 2 | VespaAI Search at Scale | 68 | low · 21% | n/a |
| 3 | MeilisearchOne platform to build, scale, and unify search and AI retrieval | 65 | low · 38% | n/a |
| 4 | BleveModern indexing & search for Go | 59 | low · 12% | n/a |
| 5 | Manticore Searcheasy-to-use fast search database | 57 | low · 34% | n/a |
| 6 | OpenSearchA powerful search and analytics engine built on Apache Lucene | 57 | low · 16% | n/a |
| 7 | TypesenseLightning Fast, Open Source Search | 54 | low · 30% | n/a |
| 8 | QuickwitSub-second search & analytics engine on cloud storage | 54 | low · 19% | n/a |
| 9 | Apache SolrBlazing-fast, open source, multi-modal search platform built on Apache Lucene | 54 | low · 16% | n/a |
| 10 | ElasticsearchThe Official Distributed Search & Analytics Engine | 53 | low · 21% | n/a |
| 11 | AlgoliaThe AI search and retrieval platform | 48 | low · 44% | n/a |
| 12 | CoveoAI-Search & Conversational Discovery built for enterprise ROI | 29 | low · 31% | n/a |
Ranked by the Vioscale composite: independent signals, not user reviews. See the method.