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AI Model Testing Without the Hype

Tired of “state-of-the-art” claims that fizzle in production? We test thousands of AI models so you don’t have to. Ship features, not wishful thinking.

How We Help You

AI is everywhere, but reliable evaluation isn’t. We’re here to cut through the marketing noise and give you real, actionable results. Our mission: help you find the right model for your use case—fast, fair, and with zero hand-waving.

We believe in transparency, reproducibility, and a little bit of fun. Whether you’re a startup, a Fortune 500, or a grad student with a shoestring budget, we make it easy to know what works (and what doesn’t) before you commit.

Let’s face it: AI is complicated. Testing it shouldn’t be.

Our Solutions
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How It Works

We tap into a curated library of roughly one thousand AI models—so you don’t have to. For every use-case you submit, each model gets a verdict: pass or fail, and we tell you why.

When the data exist, we also log the juicy tech stats: estimated VRAM, average inference time, and even how much juice the model slurps from the wall.

The whole shebang lands in a CSV/XLSX report you can open, filter, and pivot to your heart’s content—no extra wrangling required.

Pick Your Poison… er, Service

Starter

Push a button, get a verdict. No meetings, no drama.

  • Test hundreds of models in parallel
  • No monthly commitment 
  • Results in your inbox within an hour

Professional

Best plan for businesses with consistent evaluation needs to access current and new models as they are released.
  • Designed for growing businesses
  • Reduced fees
  • See our pricing page for more details

Enterprise

Best plan for larger enterprises with significant, on-going, AI inference model evaluation objectives.

  • Most cost-effective option
  • Lowest cost per evaluation
  • Largest monthly commitment

Consulting

Need a brain to pick? We’ll help you design, test, and deploy with confidence. Services include:

  • AI evaluation strategy
  • Audits
  • Custom evaluators
  • Direct access to our AI experts

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A manufacturing plant with robotic arms assembling products, representing the application of AI in optimizing production processes.

Manufacturing

The AIs you are likely evaluating must be suitable for the challenging requirements of real-time process integration. Metrics such as time to first token, maximum response time, and minimal acceptable accuracy are key. APX AI will evaluation multiple AIs against these and other criteria important to you such as energy consumption.
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A doctor using AI-powered diagnostic tools to analyze medical images, representing the use of AI in healthcare.

Healthcare

The AIs you are considering, or are currently using in your clinical or related workflows MUST be correct, predictable, observable, and based on ground truth. APX AI can help! We assess multiple AIs to determine which models support your very specific inference needs.
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A financial analyst using AI-powered tools to analyze market trends and manage investments, representing the application of AI in finance.

Finance

Your financial services AIs are likely being used to detect fraud, manage risk, and personalize customer experiences. Your AIs must work reliably and with predictable performance. APX AI will take your use cases and assess them against many AI models to find the most effective models that meet your needs.
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Success Stories

Discover how our AI solutions transform businesses through real client experiences.
As seen in: Wall Street Journal, Bloomburg Law, National Institutes of Health, HealthData Management, Healthcare IT News
Eric Heflin
Eric Heflin
Founder, APX AI
APX AI
As an affiliated entity under common ownership, we implemented APX AI solution to substantially reduce our AI inference costs, while maintaining quality objectives. As an extra benefit, our new AI inference model portfolio is much greener with measurable energy savings.
Stealth Mode Company
Stealth Mode Company
As an AI-First healthcare technology company, we have stringent regulatory and patient safety requirements. APX AI helps maintain these objectives while simultaneously identifying ways to reduce AI spend.
KM
KM
CEO, Healthcare Startup

Why APX AI is Your Ideal AI Partner?

Choosing the right AI partner is crucial for your business success. At APX AI, we offer a unique blend of cutting-edge technology, industry expertise, and a client-focused approach. Discover how our innovative solutions and dedicated team can drive your business forward and unlock new opportunities for growth and efficiency.

A professional team collaborating in a modern office space, brainstorming innovative AI solutions on a whiteboard, symbolizing expertise and collaboration.
Unmatched AI Validation Expertise
Our AI validation technology is unmatched. We are experts in evaluating AI across all industries. Our founder lead the creation of an evaluation system that validated a 3.5 billion transactions per month healthcare network.
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Innovation at Our Core
We are committed to pushing the boundaries of AI technology, constantly exploring new possibilities and developing innovative solutions that give our clients a competitive edge in the market.
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A diverse group of professionals working closely with a client, discussing AI solutions and tailoring them to the client's specific needs, emphasizing a customer-centric approach.
Client-Centric Approach
We prioritize our clients' needs and work closely with them to develop customized AI solutions that address their specific challenges and objectives. Your success is our top priority.
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Meet Our Expert

Ready to Innovate?

Connect with our AI specialists to explore tailored solutions for your business.
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Professor Eric Heflin
Professor Eric Heflin

Founder / CTO / CISO

He leads AI research and development, driving innovation in AI inference evaluation. He also serves as our Chief Technology Officer (CTO) and Chief Information Security Officer (CISO). Professor Heflin is a faculty member at the University of Texas at Austin, where he teaches a graduate cybersecurity course at the School of Law and an undergraduate course at the School of Business.

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