Onthos vs Analytify
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Onthos compared with Analytify
| Detail | O
Onthos | 
Analytify |
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| What it does | Dynamic ontology for financial markets
| AI-powered analytics platform that turns plain language questions into governed dashboards and insights
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | GB
| US
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Community: Free forever (customer-hosted, 1 Analyst + 4 Consumer seats). Starter: $957/quarter or $3,600/year (Analytify Cloud, 5 Analyst + 15 Consumer seats). Business: $3,641/quarter or $13,400/year (Analytify Cloud, 10 Analyst + 30 Consumer seats). Enterprise: from $33,500/year (single-tenant, 20
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| Key features | - 200+ thematic factors for stock return decomposition
- Fundamental and statistical factor models
- Daily global point-in-time factors
- API, MCP and bulk data feed access
- Concept2Universe thesis-to-universe conversion
- Industry classification for public and private companies
- Connected knowledge from internal documents and sources
- NLP pipeline and AI agent integration
| - GenieAIQ: AI assistant that converts plain English questions into SQL queries, charts and narrative insights
- Self-service reporting: Build and personalize dashboards without code using drag-and-drop interface
- Adaptive dashboards: Share and blend organizational and personal datasets on common analytics framework
- Interactive world map analytics: Drill-down geographic analysis from global to city level
- Semantic layer: Governed metrics and business rule definitions standardized across organization
- 750+ data connectors: Supports warehouses, databases, CRMs, ERPs, spreadsheets and business applications
- Real-time data processing: Live pipelines with sub-second refresh and continuous streaming sync
- Enterprise security: SOC 2 Type II, ISO 27001, SSO, RBAC, HIPAA-eligible, GDPR/DPDP-ready
- Embedded analytics SDK: Drop Analytify into existing products and internal workflows
- Open-source MIT licensed: Self-host on your infrastructure with full transparency and no vendor lock-in
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| What makes it different | - Living, dynamic ontology that evolves with market changes
- Unique thematic factor approach beyond traditional models
- Every fact linked to supporting evidence source
- Infrastructure for enterprise knowledge graph without building NLP systems
| - Governed AI that binds answers to published metrics and permitted columns, eliminating hallucinated numbers
- Choice of LLM: Use OpenAI, Claude, Ollama, or bring your own, run in their cloud or your infrastructure
- Minutes to insights without SQL or analyst bottlenecks: Business users build governed dashboards themselves
- Fully open-source and self-hostable with no per-seat licensing costs
- Built-in multi-tenant row-level security for regulated industries and SaaS companies
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 36 ▲ +1 (up) since last check | Not checked yet |
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| Trust Flow (Majestic) | 8 | 6 |
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| Citation Flow (Majestic) | 32 | 17 |
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| Referring domains (Majestic) | 62 | 59 |
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4 details filled in for both companies.
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