# Coveo vs Elasticsearch

**Leader by vioscaleAI score:** Elasticsearch

| Attribute | Coveo | Elasticsearch |
|---|---|---|
| **vioscaleAI score** | 51.7 (59% (medium)) | 73 (58% (medium)) |
| activity.commits_last_30d | - | 100 |
| adoption.dependent_repos | - | 18,551 |
| adoption.github_stars | - | 78,195 |
| content.faq | `[{"answer":"Coveo for Sitecore is a self-learning search solution integrated directly into the Sitecore platform. It delivers site search, recommendations, and personalization powered by AI and deep learning, with management and relevance tuning accessible from Sitecore's administrative interface. It is indexed under Search Engines.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"What is Coveo?","confidence":0.6},{"answer":"Coveo does not publish its prices. Pricing is quoted on request, across 2 plans (Pro+ and Enterprise+), so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"How much does Coveo cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Coveo. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"What platforms does Coveo support?","confidence":0.6},{"answer":"Yes. Coveo can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"Can Coveo be self-hosted?","confidence":0.6},{"answer":"We have confirmed 19 integrations for Coveo, including Sitecore, Salesforce, SAP Commerce, SharePoint Online, Google Tag Manager, Snowflake, Confluence and Custom ML models, plus 11 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"What does Coveo integrate with?","confidence":0.6},{"answer":"We have independently confirmed ISO 27001, HIPAA and GDPR for Coveo. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Coveo not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.coveo.com/en/relevance-360/trust-is-currency-in-the-agentic-era/from-ai-experiments-to-impact","question":"What security certifications does Coveo have?","confidence":0.7}]` | `[{"answer":"A search and analytics platform that ingests, stores, and searches structured, unstructured, and vector data in real time. Supports full-text search, vector search, observability analytics, and security event analysis through a unified REST API and query language. It is indexed under Search Engines.","source":"https://www.elastic.co/pricing/cloud-hosted","question":"What is Elasticsearch?","confidence":0.6},{"answer":"Elasticsearch is a paid product; published pricing starts at $99 per month. It is sold across 4 plans (Standard, Gold, Platinum and Enterprise). There is no free tier. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.elastic.co/pricing/cloud-hosted","question":"How much does Elasticsearch cost?","confidence":0.6},{"answer":"Elasticsearch supports the web, Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.elastic.co/pricing/cloud-hosted","question":"What platforms does Elasticsearch support?","confidence":0.6},{"answer":"Yes. Elasticsearch can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.elastic.co/pricing/cloud-hosted","question":"Can Elasticsearch be self-hosted?","confidence":0.6},{"answer":"We have confirmed 32 integrations for Elasticsearch, including Slack, Jira, ServiceNow, PagerDuty, Microsoft Teams, IBM Resilient, xMatters and GitHub, plus 24 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.elastic.co/pricing/cloud-hosted","question":"What does Elasticsearch integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Elasticsearch. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Elasticsearch not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.elastic.co/trust/ai-data-faq","question":"What security certifications does Elasticsearch have?","confidence":0.7},{"answer":"Elasticsearch is available worldwide. Its primary market is the United States.","source":"https://www.elastic.co/pricing/cloud-hosted","question":"Where is Elasticsearch available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A search and discovery platform that uses machine learning to understand user intent, personalize search results, and deliver content recommendations. It integrates with content management systems and AI assistants through hosted services. | A search platform that distributes data across multiple nodes to handle large-scale indexing and retrieval through standard web APIs. |
| features.capabilities | `{"faceting":"yes","query_dsl":"API / proprietary","deployment":"managed","geo_search":true,"distributed":"sharded","index_engine":"custom","licence_class":"proprietary","log_analytics":true,"multi_tenancy":true,"pricing_model":"tiered_cloud_consumption","vector_search":"hybrid_fusion","typo_tolerance":"built_in","deployment_model":"managed_cloud_saas","relevance_tuning":"ranking_rules","realtime_indexing":"near_real_time","generative_ai_answer_synthesis_rag":true,"bring_your_own_llm_byo_model_support":true,"hipaa_compliance_for_medical_records":true,"multi_lingual_semantic_understanding":true,"source_system_rbac_permissions_mirroring":true,"hybrid_dense_and_sparse_lexical_reranking":true,"admin_dashboard_for_search_analytics_and_gaps":true,"personalization_based_on_user_department_context":true,"pre_built_native_crawlers_for_100_plus_saas_apps":true}` | `{"hosting":"both","faceting":"yes","query_dsl":"ES|QL","data_model":"document","deployment":"self_hosted","geo_search":true,"distributed":"sharded","replication":true,"sql_support":true,"index_engine":"lucene","licence_class":"source_available","log_analytics":true,"managed_cloud":true,"multi_tenancy":true,"vector_search":"hybrid_fusion","typo_tolerance":"built_in","full_text_search":true,"relevance_tuning":"ltr","realtime_indexing":"near_real_time","horizontal_scaling":true}` |
| integrations.count | 4 | 350 |
| integrations.list | `[{"name":"Sitecore"},{"name":"Salesforce"},{"name":"SAP Commerce"},{"name":"SharePoint Online"},{"name":"Google Tag Manager"},{"name":"Snowflake"},{"name":"Confluence"},{"name":"Custom ML models"},{"name":"Sitemap"},{"name":"Web connectors"},{"name":"Qubit"},{"name":"ServiceNow"},{"name":"SAP Commerce Cloud"},{"name":"Adobe Experience Manager"},{"name":"Adobe Experience Cloud Exchange"},{"name":"Slack"},{"name":"Google Docs"},{"name":"Jira"},{"name":"On-premises connectors"},{"name":"Generic cloud connectors"},{"name":"ChatGPT","direction":"inbound"},{"name":"Claude","direction":"inbound"},{"name":"Copilot","direction":"inbound"}]` | `[{"name":"Slack"},{"name":"Jira"},{"name":"ServiceNow"},{"name":"PagerDuty"},{"name":"Microsoft Teams"},{"name":"IBM Resilient"},{"name":"xMatters"},{"name":"GitHub"},{"name":"Jina AI"},{"name":"NVIDIA AI"},{"name":"Prometheus"},{"name":"Grafana"},{"name":"AWS Bedrock"},{"name":"Sarvam AI"},{"name":"Google ADK"},{"name":"LlamaParse"},{"name":"Mistral"},{"name":"Elastic Agent"},{"name":"Beats"},{"name":"Logstash"},{"name":"Filebeat"},{"name":"Metricbeat"},{"name":"Heartbeat"},{"name":"Webhooks"},{"name":"S3"},{"name":"OpenAI","native":true,"category":"ai","direction":"bidirectional"},{"name":"Amazon Bedrock","native":true,"category":"ai","direction":"bidirectional"},{"name":"Azure OpenAI Service","native":true,"category":"ai","direction":"bidirectional"},{"name":"NVIDIA","native":true,"category":"ai","direction":"bidirectional"},{"name":"Okta","native":true,"category":"auth","direction":"inbound"},{"name":"Auth0","native":true,"category":"auth","direction":"inbound"},{"name":"AWS S3","native":true,"category":"storage","direction":"bidirectional"},{"name":"Kubernetes","native":true,"category":"infrastructure","direction":"bidirectional"},{"name":"Terraform","native":true,"category":"infrastructure","direction":"outbound"},{"name":"GitHub Copilot","native":true,"category":"ai","direction":"bidirectional"},{"name":"Anthropic","native":false,"category":"ai","direction":"bidirectional"},{"name":"LlamaIndex","category":"ai"},{"name":"Red Hat","category":"infrastructure"},{"name":"Alibaba Cloud","category":"cloud"},{"name":"IBM watsonx","category":"ai"},{"name":"Cohere","category":"ai"},{"name":"LangChain","category":"ai"},{"name":"Claude","category":"ai"}]` |
| language.primary | - | Java |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"mac":true,"web":true,"linux":true,"windows":true}` |
| pricing | `{"type":"subscription","plans":[{"free":false,"name":"Pro+","summary":"Contact sales for pricing. 200K queries/month.","features":["Unified index","Sitecore connector + 2 cloud connectors","Multi-site architecture","Sitecore Hive UI integration","Rules engine","Model testing & configuration","Sandbox","Recommendations","Ranking editor in Sitecore","Sitecore xDB integration","5 indexing pipelines","10 query pipelines","Synonym detection","Query correction","Typo tolerance","Fuzzy search","Geolocation search","Multilingual search","Result ranking","A/B testing","Group & campaign management","Query suggestions","Automatic re-ranking","Dynamic faceting","Facet re-ranking","Facet auto-selection","Natural language processing","Pre-configured dashboards","Custom data explorers","Data export","Sitecore xConnect data sharing","Permission filters","Sitecore Launchpad integration","10 administrator users","Single sign-on","API access","Client libraries & SDK","3-month updates acceptance","99.9% uptime SLA","5 authorized contacts"],"commitment":"annual","description":"Site search engine designed to work right inside Sitecore.","contactSales":true,"includedLimits":{"queries_per_month":"200K","upgrades_available":"True"}},{"free":false,"name":"Enterprise+","summary":"Contact sales for volume-based pricing. 300K+ queries/month.","features":["Unified index","Sitecore connector + all cloud connectors","Multi-site architecture","Sitecore Hive UI integration","Rules engine","Deep learning for advanced search","Sandbox","Recommendations","Ranking editor in Sitecore","Sitecore xDB integration","Unlimited indexing pipelines","Unlimited query pipelines","Synonym detection","Query correction","Typo tolerance","Fuzzy search","Geolocation search","Multilingual search","Result ranking","Advanced ranking rules","A/B testing","Group & campaign management","Model configurability (advanced)","Model testing","Query suggestions","Automatic re-ranking","Dynamic faceting","Facet re-ranking","Facet auto-selection","Natural language processing","Question answering","Pre-configured dashboards","Custom data explorers","Data export","Sitecore xConnect data sharing","Snowflake reader account","Permission filters","Sitecore Launchpad integration","50 administrator users","Custom SSO"],"commitment":"annual","description":"Search and recommendations with Sitecore xDB personalization and volume-based pricing.","contactSales":true,"includedLimits":{"queries_per_month":"300K+","upgrades_available":"True"}}],"addOns":[{"name":"Data replication"},{"name":"HIPAA cloud"},{"name":"On-premises connectors"},{"name":"Ecommerce Extension"}],"summary":"Contact sales for pricing. Annual contracts, available in multiple currencies (CAD, EUR, GBP, AUD). 3-year contract terms standard.","currency":"USD","freeTier":false,"sourceUrl":"https://www.coveo.com/en/pricing/sitecore-integration","retrievedAt":"2026-08-14T08:35:06.103Z","billingPeriods":["year"]}` | `{"type":"subscription","plans":[{"free":false,"name":"Standard","summary":"$99/month","features":["Distributed Elasticsearch across AWS, Azure, GCP","ES|QL query language and APIs","Default monitoring and AutoOps","Alerting with detection engine","Malware prevention","Cloud security posture management","APM, logging, metrics","Synthetic monitoring (limited)","Universal Profiling","LLM observability","Limited support (3-business day response)"],"components":[{"kind":"fixed","amount":99,"period":"month","currency":"USD"}],"description":"Entry-level plan with distributed Elasticsearch across cloud providers, API access, monitoring, security alerts, and observability basics.","contactSales":false},{"free":false,"name":"Gold","summary":"$114/month","features":["All Standard features","Reporting","Third-party alerting actions","Watcher","Multi-stack monitoring","Enterprise Search","External detection notifications","Base support (business hours, 1-day response for high)"],"components":[{"kind":"fixed","amount":114,"period":"month","currency":"USD"}],"description":"Includes Standard features plus reporting, enterprise search, advanced security, and base support with business hours availability.","contactSales":false},{"free":false,"name":"Platinum","summary":"$131/month with SLA","features":["All Gold features","Machine learning (anomaly detection, supervised learning)","Vector search with ELSER and e5 models","Cross-cluster replication","Log categorization","Service maps, tail-based sampling","APM correlations","ML-powered SIEM rules","Enhanced support (24/7, 1-hour urgent response)","99.95% uptime SLA"],"components":[{"kind":"fixed","amount":131,"period":"month","currency":"USD"}],"description":"Includes Gold features plus machine learning, advanced security, vector search with ML models, semantic reranking, and 24/7 support.","contactSales":false},{"free":false,"name":"Enterprise","summary":"$184/month","features":["All Platinum features","Searchable snapshots in cold/frozen tiers","Elastic Maps Server","Cross-cluster search with ES|QL","ES|QL Data Federation (query S3 directly)","GPU inference with Elastic Inference Service","Elastic Agent Builder with LLM","AI-powered dashboard creation","Elastic Workflows (automation)","SAML SSO","AI Playground for RAG","Inference Service Management","Semantic reranking with ML models","Learn-to-Rank personalization","Storage optimization (DiskBBQ)","Attack Discovery with agentic investigation","Premium support (30-minute urgent response)","Cloud workload protection"],"components":[{"kind":"fixed","amount":184,"period":"month","currency":"USD"}],"description":"Includes Platinum features plus searchable snapshots, GPU inference, AI-driven workflows, agent building, data federation, and premium support.","contactSales":false}],"addOns":[{"name":"Synthetic Monitoring - Browser Tests","components":[{"per":{"qty":1,"unit":"test run"},"kind":"metered","amount":0.0123,"currency":"USD"}]},{"name":"Synthetic Monitoring - Lightweight Tests","components":[{"kind":"fixed","amount":28,"period":"month","currency":"USD"}]}],"summary":"From $99/month. Free 14-day trial available.","currency":"USD","freeTier":false,"sourceUrl":"https://www.elastic.co/pricing/cloud-hosted","retrievedAt":"2026-09-07T13:11:22.839Z","freeTrialDays":14,"startingPrice":{"amount":99,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | no | no |
| pricing.model | quote | commercial |
| pricing.price_level | unknown | high |
| pricing.starting_price | - | `{"amount":99,"currency":"USD"}` |
| pricing.transparent | no | yes |
| release.cadence_days | - | 1 |
| release.history | - | `[{"url":"https://github.com/elastic/elasticsearch/releases/tag/v8.19.22","date":"2026-09-23T15:20:20Z","type":"stable","version":"v8.19.22"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.5.4","date":"2026-09-15T18:19:18Z","type":"stable","version":"v9.5.4"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.4.7","date":"2026-09-15T18:19:34Z","type":"stable","version":"v9.4.7"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.5.3","date":"2026-09-03T10:08:41Z","type":"stable","version":"v9.5.3"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.4.6","date":"2026-09-01T12:51:12Z","type":"stable","version":"v9.4.6"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v8.19.21","date":"2026-09-01T12:53:43Z","type":"stable","version":"v8.19.21"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.5.2","date":"2026-08-20T16:44:04Z","type":"stable","version":"v9.5.2"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.5.1","date":"2026-08-11T17:58:01Z","type":"stable","version":"v9.5.1"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.4.5","date":"2026-08-11T17:57:54Z","type":"stable","version":"v9.4.5"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v8.19.20","date":"2026-08-11T18:24:43Z","type":"stable","version":"v8.19.20"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.5.0","date":"2026-08-04T11:46:37Z","type":"stable","version":"v9.5.0"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.4.4","date":"2026-07-21T12:56:20Z","type":"stable","version":"v9.4.4"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.3.8","date":"2026-07-21T12:56:46Z","type":"stable","version":"v9.3.8"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v8.19.19","date":"2026-07-21T13:28:17Z","type":"stable","version":"v8.19.19"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v8.19.18","date":"2026-06-30T16:43:41Z","type":"stable","version":"v8.19.18"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.3.7","date":"2026-06-30T16:47:02Z","type":"stable","version":"v9.3.7"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.4.3","date":"2026-06-30T14:30:13Z","type":"stable","version":"v9.4.3"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v8.19.17","date":"2026-06-23T13:59:04Z","type":"stable","version":"v8.19.17"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.3.6","date":"2026-06-23T14:09:56Z","type":"stable","version":"v9.3.6"},{"url":"https://github.com/elastic/elasticsearch/releases/tag/v9.4.2","date":"2026-05-28T14:59:44Z","type":"stable","version":"v9.4.2"}]` |
| reliability.sla_pct | 99.99 | 99.95 |
| reliability.status_page | yes | yes |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.scorecard | - | 6.4 |
| security.trust_center | https://www.coveo.com/en/company/careers/open-positions/administration/finances/manager-financial-reporting-compliance/8602505002 | https://www.elastic.co/legal/trade-compliance |
| security.vulnerabilities | - | `{"count":45,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.elasticsearch%3Aelasticsearch&per_page=100","last_12m":2,"max_severity":"HIGH"}` |

## Capabilities (Search Engines)

| Capability | Coveo | Elasticsearch |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Managed | Self-hosted |
| **Architecture** |  |  |
| Index engine | Custom | Lucene |
| **Query** |  |  |
| Query DSL (JSON / SQL / params / GraphQL) | API / proprietary | ES|QL |
| Faceting & filtering | Yes | Yes |
| Geo search | ✓ | ✓ |
| **Relevance** |  |  |
| Typo tolerance / fuzzy | Built-in | Built-in |
| Relevance tuning | Ranking rules | Learning-to-rank |
| **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 | Proprietary | Source-available (SSPL / Elastic) |

*Source: vioscaleAI. Generated 2026-10-16T21:00:04.107Z. "-" = undocumented, not absent.*