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The OcientAIQ™ Unified Data Platform brings AI directly to petabyte-scale enterprise data so agents, analysts, and applications get trusted answers without moving data across fragmented systems.
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OcientAIQ™ Solutions deliver trusted, production-grade agentic AI outcomes described in the language of your industry, built for the scale your operations require.
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Founded in 2016, Ocient delivers trusted agentic AI solutions through OcientAIQ™, for the organizations that can't afford to get AI wrong.
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Published July 10, 2025

Ocient versus StarTree (Apache Pinot)

Unmatched performance for critical AdTech workloads

Comparing Ocient to StarTree

We put Ocient and StarTree to the test in a side-by-side benchmark, focusing on a demanding, real-world AdTech use case. The goal: see which solution delivers faster insights and greater efficiency when it matters most. Ocient outperformed StarTree, with:

  • 8x faster queries for this use case
  • 2x better data compression to save space and costs
  • Stronger concurrent workload handling

See how Ocient led in every key metric for this scenario.