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orbench vs Lilac

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

orbench compared with Lilac
Detailorbench logo orbenchLilac logo Lilac
What it doesTest LLMs on your own tasks before you switch models Outcome verification for AI agents
StageNot given MVP
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid Not given
PricingStandard: $99 one-time for 2 machines, including 1 year of updates. Pro coming soon. Not given
Key features
  • Benchmark any OpenRouter model on your own prompts, CSVs or Hugging Face datasets
  • Rubric-based scoring by AI judge, by hand, or both
  • Cost per answered task with retries and caching
  • Time to first token and output tokens per second per call
  • Shareable reports in HTML, CSV and JSON formats
  • Compare up to three past benchmarks side by side
  • Hard spending cap per run
  • Fully self-hosted on your machine
  • No SDK or code changes required
  • Determines if agents are serving user intents
  • Verifies task completion
  • Distinguishes between error-free runs and actual user satisfaction
What makes it different
  • Tests your own tasks with real data instead of generic benchmarks
  • Comes before integration with no SDK or code changes needed
  • Reports actual cost per answered task including retries and caching
  • Entirely self-hosted with data never leaving your machine
  • One shareable report with every answer and judge reasoning
  • Verifies actual agent outcomes rather than just technical success
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)160
Referring domains (Majestic)30

3 details filled in for both companies.

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