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Ocient vs SandBase

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Ocient compared with SandBase
DetailOcient logo OcientSandBase logo SandBase
What it doesProduction AI at enterprise scale One API for models, APIs, and agent workflows
StageEstablished Not given
Founded2016 Not given
Based inUS SG
Pricing modelContact for pricing Freemium
PricingFlexible subscription, term, and perpetual licensing models. Organizations switching from conventional architectures see 60-80% reduction in total infrastructure cost. CPU-based pricing with no incremental ETL costs. Free tier with 100 free API calls daily and free sandboxes. Metered pay-per-call pricing with no subscription: from $0.0011 per API call (LinkedIn Company), language models from $0.225 input/$0.90 output per 1M tokens (DeepSeek flash), image generation from $0.0196 per image (Kling), video from $0.3
Key features
  • AI on Enterprise Data - bring AI directly to governed enterprise data at petabyte scale
  • Security - built-in controls for access, governance, and compliance
  • Deployment Options - cloud, on-premises, or hybrid deployment flexibility
  • Data Ingest - continuously ingest and prepare high-volume data for AI-ready analytics
  • Query Optimization - run complex analytics on petabytes of data with predictable performance
  • Semi-Structured Data - give AI richer context with structured and semi-structured data in one platform
  • Megalane Parallelism - sub-second queries at petabyte scale
  • Zero Copy Reliability - no data duplication or redundant storage overhead
  • Compute Adjacent Data Store - computation happens where data lives
  • Smart Data Pipelines - continuously governed data pipelines replace manual ETL
  • Access to 2,000+ language, image, video and audio models
  • Real-world data APIs including search, social media, web scraping
  • Single API key and shared balance for all capabilities
  • Build, schedule and monitor agent workflows
  • Integration with 25+ AI tools including Claude, Cursor, ChatGPT
  • CLI, HTTP, and MCP access methods
  • Free sandboxes for agent execution
  • Discovery and inspection of tools are free
  • Full execution tracing and cost tracking in Activities
  • Live discounts up to 50% on selected AI models
What makes it different
  • Petabyte-scale performance without moving or duplicating enterprise data
  • 60-80% reduction in infrastructure costs compared to conventional architectures
  • Production-grade AI delivery with expert implementation and solutions delivery teams
  • Flexible licensing models aligned to how enterprise AI programs actually scale
  • Unified platform for ingest, governance, query execution and optimization
  • One balance covers models, APIs, and runtimes from 100+ platforms
  • Pay only for what you use with no subscription required
  • Integrated across 25 AI tools and IDEs with one sign-in
  • Check prices and availability before any execution
  • Failed calls are not charged
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)54 no change since last check41 no change since last check
Trust Flow (Majestic)1612
Citation Flow (Majestic)3835
Referring domains (Majestic)361176

6 details filled in for both companies.

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