# Manticore Search vs Vespa

**Leader by vioscaleAI score:** Vespa

| Attribute | Manticore Search | Vespa |
|---|---|---|
| **vioscaleAI score** | 50.4 (55% (medium)) | 58 (75% (high)) |
| activity.commits_last_30d | 95 | 100 |
| adoption.dependent_repos | 0 | 7 |
| adoption.github_stars | 12,056 | 7,129 |
| adoption.package_downloads_weekly | 2,184 | - |
| content.faq | `[{"answer":"A fast, resource-efficient open-source database for searching large datasets and vector search. It significantly outperforms Elasticsearch while requiring minimal computational resources, and integrates with tools like Kafka and Kibana. It is indexed under Search Engines.","source":"https://manticoresearch.com/","question":"What is Manticore Search?","confidence":0.6},{"answer":"Manticore Search is open source, so it can be self-hosted and used at no licence cost. It is released under the GPL-3.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://manticoresearch.com/","question":"Is Manticore Search free to use?","confidence":0.6},{"answer":"Manticore Search supports Linux. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://manticoresearch.com/","question":"What platforms does Manticore Search support?","confidence":0.6},{"answer":"Yes. Manticore Search can be deployed on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://manticoresearch.com/","question":"Can Manticore Search be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Manticore Search, including Kafka, Logstash, Beats, Kibana and GitHub. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://manticoresearch.com/","question":"What does Manticore Search integrate with?","confidence":0.6},{"answer":"Yes. Manticore Search is published under the GPL-3.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/manticoresoftware/manticoresearch","question":"Is Manticore Search open source?","confidence":0.67},{"answer":"Manticore Search is available worldwide. The vendor is headquartered in the United Kingdom.","source":"https://manticoresearch.com/","question":"Where is Manticore Search available?","confidence":0.75}]` | `[{"answer":"A distributed serving engine that unifies retrieval, ranking, machine learning inference, and real-time serving for business-critical AI applications. It is indexed under Search Engines.","source":"https://vespa.ai/pricing/","question":"What is Vespa?","confidence":0.6},{"answer":"Vespa offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://vespa.ai/pricing/","question":"Is Vespa free?","confidence":0.6},{"answer":"Vespa supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://vespa.ai/pricing/","question":"What platforms does Vespa support?","confidence":0.6},{"answer":"Yes. Vespa can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://vespa.ai/pricing/","question":"Can Vespa be self-hosted?","confidence":0.6},{"answer":"We have confirmed 12 integrations for Vespa, including Python, Cohere, TwelveLabs, Claude Code, OpenAI Codex, Google Gemini, Cursor and VSCode, plus 4 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://vespa.ai/pricing/","question":"What does Vespa integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and GDPR for Vespa. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Vespa not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.vespa.ai","question":"What security certifications does Vespa have?","confidence":0.7},{"answer":"Yes. Vespa is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/vespa-engine/vespa","question":"Is Vespa open source?","confidence":0.95},{"answer":"Vespa is available worldwide. The vendor is headquartered in Norway.","source":"https://vespa.ai/pricing/","question":"Where is Vespa available?","confidence":0.75}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | An open-source database that combines full-text, semantic vector, hybrid, and conversational search capabilities, deployable on your own servers and queryable via SQL or HTTP APIs. | A distributed search and AI platform that handles vectors, tensors, text, and structured data at scale, delivering sub-100ms query latency with continuous data updates and machine-learned relevance ranking. |
| features.capabilities | `{"faceting":"yes","query_dsl":"SQL","deployment":"self_hosted","geo_search":true,"distributed":"sharded","index_engine":"custom","licence_class":"permissive_oss","log_analytics":true,"vector_search":"hybrid_fusion","typo_tolerance":"built_in","realtime_indexing":"near_real_time"}` | `{"deployment":"self_hosted","distributed":"sharded","index_engine":"custom","licence_class":"permissive_oss","vector_search":"hybrid_fusion","typo_tolerance":"configurable","deployment_model":"hybrid","relevance_tuning":"ranking_rules","realtime_indexing":"near_real_time","generative_ai_answer_synthesis_rag":true,"multi_lingual_semantic_understanding":true,"hybrid_dense_and_sparse_lexical_reranking":true}` |
| integrations.count | 5 | 12 |
| integrations.list | `[{"name":"Kafka"},{"name":"Logstash"},{"name":"Beats"},{"name":"Kibana"},{"name":"GitHub"},{"name":"OpenSearch Dashboards","category":"analytics"}]` | `[{"name":"Python"},{"name":"Cohere"},{"name":"TwelveLabs"},{"name":"Claude Code"},{"name":"OpenAI Codex"},{"name":"Google Gemini"},{"name":"Cursor"},{"name":"VSCode"},{"name":"IntelliJ"},{"name":"PyCharm"},{"name":"AWS"},{"name":"GCP"}]` |
| language.primary | C++ | Java |
| license.spdx | GPL-3.0 | Apache-2.0 |
| market.availability | `{"hqCountry":"GB","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"NO","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"linux":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","summary":"100% open-source. Professional services and enterprise support plans available.","freeTier":true,"sourceUrl":"https://manticoresearch.com/","retrievedAt":"2026-08-14T08:37:39.090Z"}` | `{"type":"free","freeTier":true,"sourceUrl":"https://vespa.ai","retrievedAt":"2026-10-14T11:26:49.809Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | free |
| pricing.price_level | free | free |
| pricing.transparent | yes | no |
| release.cadence_days | 29 | 3 |
| release.history | `[{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-29.9.0","date":"2026-09-11T14:20:16Z","type":"stable","version":"release-29.9.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-29.0.2","date":"2026-08-14T11:38:21Z","type":"stable","version":"release-29.0.2"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-28.6.6","date":"2026-07-31T07:55:57Z","type":"stable","version":"release-28.6.6"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-28.4.4","date":"2026-07-10T14:41:08Z","type":"stable","version":"release-28.4.4"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/27.1.5","date":"2026-06-19T15:00:23Z","type":"stable","version":"27.1.5"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-25.0.0","date":"2026-03-30T03:17:39Z","type":"stable","version":"release-25.0.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-17.5.1","date":"2026-02-07T09:25:27Z","type":"stable","version":"release-17.5.1"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-15.1.0","date":"2025-12-07T15:54:18Z","type":"stable","version":"release-15.1.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-14.1.0","date":"2025-11-07T16:14:20Z","type":"stable","version":"release-14.1.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-13.13.0","date":"2025-10-07T14:11:24Z","type":"stable","version":"release-13.13.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/release-13.11.1","date":"2025-09-13T18:58:03Z","type":"stable","version":"release-13.11.1"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/13.11.0","date":"2025-09-13T15:11:17Z","type":"stable","version":"13.11.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/13.6.7","date":"2025-08-08T07:10:24Z","type":"stable","version":"13.6.7"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/13.2.3","date":"2025-07-08T14:35:10Z","type":"stable","version":"13.2.3"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/10.1.0","date":"2025-06-10T03:38:38Z","type":"stable","version":"10.1.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/9.3.2","date":"2025-05-02T12:14:41Z","type":"stable","version":"9.3.2"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/9.2.14","date":"2025-03-28T18:21:54Z","type":"stable","version":"9.2.14"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/7.4.6","date":"2025-02-28T14:06:59Z","type":"stable","version":"7.4.6"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/7.0.0","date":"2025-01-30T10:17:36Z","type":"stable","version":"7.0.0"},{"url":"https://github.com/manticoresoftware/manticoresearch/releases/tag/6.3.8","date":"2024-11-22T11:09:45Z","type":"stable","version":"6.3.8"}]` | `[{"url":"https://github.com/vespa-engine/vespa/releases/tag/lsp-v2.6.1","date":"2026-10-06T14:56:06Z","type":"stable","version":"lsp-v2.6.1"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.763.13","date":"2026-10-05T02:26:25Z","type":"stable","version":"v8.763.13"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.753.16","date":"2026-09-16T23:24:06Z","type":"stable","version":"v8.753.16"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/lsp-v2.6.0","date":"2026-09-16T09:27:29Z","type":"stable","version":"lsp-v2.6.0"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.751.13","date":"2026-09-07T02:23:38Z","type":"stable","version":"v8.751.13"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.750.13","date":"2026-09-03T05:43:15Z","type":"stable","version":"v8.750.13"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.748.3","date":"2026-09-01T07:14:29Z","type":"stable","version":"v8.748.3"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.746.22","date":"2026-09-01T07:14:22Z","type":"stable","version":"v8.746.22"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/lsp-v2.5.0","date":"2026-08-24T08:45:45Z","type":"stable","version":"lsp-v2.5.0"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.738.17","date":"2026-08-13T04:51:03Z","type":"stable","version":"v8.738.17"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.736.12","date":"2026-08-10T02:24:28Z","type":"stable","version":"v8.736.12"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.733.3","date":"2026-08-05T09:03:54Z","type":"stable","version":"v8.733.3"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.730.36","date":"2026-07-28T04:47:04Z","type":"stable","version":"v8.730.36"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.719.5","date":"2026-07-07T02:30:19Z","type":"stable","version":"v8.719.5"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.709.19","date":"2026-06-18T18:42:59Z","type":"stable","version":"v8.709.19"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.708.30","date":"2026-06-18T04:26:19Z","type":"stable","version":"v8.708.30"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.707.16","date":"2026-06-16T14:15:49Z","type":"stable","version":"v8.707.16"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.703.17","date":"2026-06-09T16:31:53Z","type":"stable","version":"v8.703.17"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/v8.702.91","date":"2026-06-09T02:20:48Z","type":"stable","version":"v8.702.91"},{"url":"https://github.com/vespa-engine/vespa/releases/tag/lsp-v2.4.10","date":"2026-06-08T04:18:37Z","type":"stable","version":"lsp-v2.4.10"}]` |
| reliability.status_page | yes | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.scorecard | 3.8 | 5.9 |
| security.soc2 | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fmanticoresoftware%2Fmanticoresearch&per_page=100","last_12m":0,"max_severity":null}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.yahoo.vespa%3Acontainer-test&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Search Engines)

| Capability | Manticore Search | Vespa |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Self-hosted | Self-hosted |
| **Architecture** |  |  |
| Index engine | Custom | Custom |
| **Query** |  |  |
| Query DSL (JSON / SQL / params / GraphQL) | SQL | - |
| Faceting & filtering | Yes | - |
| Geo search | ✓ | - |
| **Relevance** |  |  |
| Typo tolerance / fuzzy | Built-in | Configurable |
| Relevance tuning | - | Ranking rules |
| **Vector** |  |  |
| Vector / hybrid search | Dense + lexical fusion | Dense + lexical fusion |
| **Scale** |  |  |
| Distributed / horizontal scale | Sharded | Sharded |
| Multi-tenancy (indexes / collections / tenants) | - | - |
| **Ingest** |  |  |
| Real-time indexing | Near-real-time | Near-real-time |
| **Workload** |  |  |
| Log / analytics workload | ✓ | - |
| **Licensing** |  |  |
| Licence class | Permissive OSS | Permissive OSS |

*Source: vioscaleAI. Generated 2026-10-16T21:42:58.622Z. "-" = undocumented, not absent.*