Search Engines
Top signal weightsGithub Activity 0.15Stackoverflow Activity 0.15Security Posture 0.14Capabilities 0.13
Rank by intent
Ranking basisMost secureSecurity Posture 0.32Github Activity 0.12Stackoverflow Activity 0.12Capabilities 0.10
Same facts, re-weighted. Only the weighting changes, never the underlying evidence.
| # | Software | Score | Confidence | Vendor |
|---|---|---|---|---|
| 1 | MeilisearchOne platform to build, scale, and unify search and AI retrieval | 61 | low · 49% | n/a |
| 2 | VespaAI Search at Scale | 61 | low · 35% | n/a |
| 3 | VespaAI Search at Scale | 61 | low · 35% | n/a |
| 4 | BleveModern indexing & search for Go | 59 | low · 10% | n/a |
| 5 | Manticore Searcheasy-to-use fast search database | 58 | low · 26% | n/a |
| 6 | AlgoliaThe AI search and retrieval platform | 58 | medium · 50% | n/a |
| 7 | OpenSearchA powerful search and analytics engine built on Apache Lucene | 57 | low · 13% | n/a |
| 8 | TypesenseLightning Fast, Open Source Search | 54 | low · 24% | n/a |
| 9 | QuickwitSub-second search & analytics engine on cloud storage | 54 | low · 16% | n/a |
| 10 | Apache SolrBlazing-fast, open source, multi-modal search platform built on Apache Lucene | 54 | low · 13% | n/a |
| 11 | ElasticsearchThe Official Distributed Search & Analytics Engine | 53 | low · 17% | n/a |
| 12 | CoveoAI-Search & Conversational Discovery built for enterprise ROI | 29 | low · 17% | n/a |
Ranked by the Vioscale composite: independent signals, not user reviews. See the method.