Sathus AI 2.0 is now generally available — evaluation harnesses and guardrails included. Explore
Free, reference-grade distributed systems and AI sizing calculators developed by Sathus principal architects. Designed to help data teams eliminate cluster OOMs and optimize enterprise cloud spend.
Compute optimal JVM executor heap, off-heap memoryOverhead (PyArrow buffers), and target shuffle partition counts (128MB rule) to prevent OutOfMemory crashes.
Model annual infrastructure savings across 10K to 1M pages per month by comparing monolithic Vision LLMs against Sathus 3-tier intelligent cascading router.
