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Elastic AI vs Okta AI
A direct comparison using the real catalog fields currently available for both products.
Last updated
Elastic AI
Elastic
Okta AI
Okta
Overview
Rating
4.430,000 reviewsTop rated
4.320,000 reviews
Category
Developer Tools
Developer Tools
Subcategory
AI Search and Observability Platform
AI Identity and Access Management Platform
Company
Elastic
Okta
Status
Active
Active
Launch year
2023
2023
Tags
searchaiobservabilityvector-searchopen-sourcesiem
iamaiidentityssomfazero-trust
Pricing
Starting price
FreeBest value
Free
Pricing model
Open Source
Subscription
Free plan
Yes
No
Free trial
✕
✓
Pricing notes
Open source (free). Elastic Cloud from $16/month. Enterprise custom. Publicly traded (ESTC).
Workforce Identity from $6/user/month. Customer Identity from $23/month. Enterprise custom. Publicly traded (OKTA).
Capabilities
Best for
AI-powered enterprise search with semantic understandingObservability and log analyticsSecurity SIEM and threat detectionVector database for AI application retrievalFull-text and semantic hybrid search
AI-powered identity threat detection and authenticationSSO and adaptive MFA for workforce identityCustomer identity management for external applicationsAutomated identity lifecycle managementZero trust identity foundation
Target audience
Search engineers and data architectsDevOps and SRE teams managing observabilitySecurity analysts using SIEMData scientists building AI retrieval applicationsEnterprise IT teams managing log analytics
IT security and identity architectsCISOs and IAM programme managersDevOps and platform engineersDevelopers building customer authenticationEnterprise IT directors managing access
AI type
ML Platform
ML Platform
Modalities
DataText
DataText
Technical
Model provider
ElasticELSER
Okta AI
Model names
—
—
API available
✓
✕
Open source
✓
✕
Deployment
Open SourceSaaSOn-premise
SaaS
Platforms
WebCLIAPI
WebiOSAndroidAPI
Integrations
AWSAzureGCPKubernetesLogstashAPI
Active DirectoryGoogle WorkspaceSalesforceGitHubAPI
Team collaboration
✕
✕
Trust & security
Security
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP moderate. Enterprise data handling agreements.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP High. HIPAA eligible. Enterprise data handling agreements.
Privacy notes
Search and log data processed on Elastic Cloud or customer on-premise. ELSER semantic model runs on Elastic infrastructure or customer clusters.
Identity and authentication data processed on Okta cloud. AI Threat Protection analyses authentication patterns from Okta's identity network.
Verdict
Pros
- Major enterprise and government deployment validates Elastic as foundational search and observability infrastructure
- ELSER provides semantic search without external embedding APIs — AI search capability built into the stack
- Vector Search enables RAG and AI retrieval applications on existing Elasticsearch infrastructure
- Open source enables evaluation and self-hosted deployment without Elastic Cloud cost
- 18,000+ enterprise customers validate Okta as the most widely deployed enterprise IAM platform
- AI Threat Protection detects anomalous authentication patterns indicating credential compromise
- Identity Threat Protection evaluates session risk continuously after authentication
- 7,000+ pre-built SSO integrations cover the entire enterprise application portfolio
Cons
- Competing with OpenSearch (AWS), Solr, and Algolia for search market
- Elastic Cloud pricing adds up at large data volumes — evaluate self-hosted vs. cloud cost at scale
- FedRAMP moderate (not high) — evaluate for US government high security requirements
- Competing with Microsoft Entra ID (Azure AD), Ping Identity (covered), and SailPoint (covered) for IAM
- Workforce Identity from $6/user/month accumulates for large enterprise user populations
- Publicly traded (OKTA) under financial pressure following 2023 security incidents — evaluate security posture
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Elastic AI best for
AI-powered enterprise search with semantic understanding
Observability and log analytics
Security SIEM and threat detection
Vector database for AI application retrieval
Full-text and semantic hybrid search
Okta AI best for
AI-powered identity threat detection and authentication
SSO and adaptive MFA for workforce identity
Customer identity management for external applications
Automated identity lifecycle management
Zero trust identity foundation
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