Benchmarking & Advisory Services

AIMultiple benchmarks enterprise AI & software

Advisory

AIMultiple supports businesses with these services focused on B2B technology, especially AI:

  • For enterprises:
    • Technology or vendor analysis including analysis and identification of TCO, key trade-offs and recommendations.
    • Enterprise AI evals: Recommending models and architectures for specific enterprise use cases
  • For investors:
    • Target identification and analysis
    • Commercial and technical due diligence
  • For startups:
    • Product comparison
    • ICP and key use case identification
    • Iterative product benchmarking to identify product deficiencies and generate specific guidelines to the technology team so your product can reach its optimal performance with minimal effort

Product benchmarking

Most AIMultiple services involve comparing different technology solutions. Relying on our holdout datasets, run benchmarks that are free from common generative AI evaluation problems such as data poisoining.

Based on your target use cases, we can

  • Identify relevant products
  • Prepare custom datasets
  • Identify KPIs
  • Run the technical benchmarks
  • Prepare both an executive summary and a detailed technical report

We rely on our testing methodology in all our benchmarks.

Alternative data

Alt data on:

  • AI models including LLMs: Latency, prices from all API providers, performance on proprietary and open source benchmarks
  • GPUs: Concurrency and throughput for leading open source models
  • Cloud GPUs including pricing and performance data for all regions for all major neoclouds and hyperscalers

Please fill out the contact form below or email info at aimultiple.com to inquire about our services: