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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Shaped AI logo
Shaped AI
✓ verifiedFreemium

Managed AI ranking engine powering personalized search, recommendations, and feeds via a SQL-like query language.

88K visits/mo
symphonyai.com logo
symphonyai.com
✓ verifiedPaid

Vertical AI platform delivering industry-specific predictive, generative and agentic applications for retail, finance and industrial firms.

180K visits/mo1.6K saves
Caktus logo
Caktus
✓ verifiedFreemium

AI study suite for students with 25+ tools including an essay writer, math solver, citation finder and text humanizer.

71K visits/mo30K saves
Meilisearch logo
Meilisearch
✓ verifiedFreemium

Fast, developer-friendly open-source search engine and AI retrieval platform offering full-text, semantic, and hybrid search.

198K visits/mo
Pricing
Standard: usage-based, $500/month minimum
Storage: $0.20 per GB
Enrichment tokens: $2 per million tokens
Reads: $0.45 per thousand
Writes: $0.012 per thousand
Training & encoding: $6 per hour

Free trial available

No public pricing

No public pricing

Cloud: $20/mo (starting, usage/resource-based, 14-day free trial)

Free trial available

Core features
  • ShapedQL SQL-style query interface for retrieval and ranking
  • Hybrid semantic and keyword search
  • Continuous learning from user feedback signals
  • 30+ native data connectors for warehouses and streams
  • Sub-50ms query latency
  • Python and TypeScript SDKs plus MCP support
  • Industry-specific AI applications (retail, finance, industrial, IT, media)
  • Eureka platform for making enterprise data AI-ready
  • Agentic AI agents for tasks like SAR drafting or inventory routing
  • Financial-crime alert reduction and investigation tools
  • Demand forecasting and shelf/pricing optimization
  • Real-time industrial root-cause analysis
  • AI essay writer with APA/MLA/Chicago/Harvard citations
  • Step-by-step math solver
  • Research and scholarly citation finder
  • AI text humanizer with style presets
  • Flashcard and study-material generation
  • Sub-50ms search-as-you-type
  • Full-text, semantic, and hybrid search
  • Vector storage for RAG and similarity queries
  • Multimodal and federated search
  • Filtering, faceting, sorting, and geosearch
  • Managed cloud or self-hosted open source
Use cases
  • Personalizing 'for you' content feeds
  • Building product recommendation systems
  • Powering RAG retrieval with behavioral ranking
  • Adding hybrid search to an e-commerce site
  • Retailers optimizing pricing, inventory and promotions
  • Banks reducing false-positive fraud and AML alerts
  • Manufacturers diagnosing production downtime in real time
  • Enterprises building custom AI agents on their own data
  • Drafting cited essays
  • Working through math problems
  • Finding and formatting academic sources
  • Creating study materials from notes
  • Adding fast site or app search
  • Building AI/RAG retrieval pipelines
  • E-commerce and media search experiences
  • Semantic search over private data
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