[ Evidence-Based AI Evaluation ]

Prove Which AI
Actually Works
in Healthcare

Rigorous, multi-layered evaluation of large language models for health science applications. Clinical accuracy. Patient safety. Real-world performance.

Request a DemoView Framework

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50+

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3

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[ The Problem ]

Not all AI is created equal.
In healthcare, the difference matters.

Healthcare organizations are adopting AI at unprecedented speed, but without rigorous evaluation, they risk deploying models that hallucinate medical facts, miss clinical nuance, or communicate at inappropriate reading levels. AI Proving Ground provides the evidence you need to make informed decisions.

[ How It Works ]

Three steps to proven AI performance

01

Configure

Select the models you want to evaluate, choose from our curated health science datasets, and define your evaluation criteria.

02

Evaluate

Run head-to-head comparisons with clinical-grade metrics. Our evaluation engine tests accuracy, safety, and communication quality simultaneously.

03

Report

Receive detailed, evidence-based performance reports with actionable recommendations. Know exactly which model fits your use case.

[ Evaluation Framework ]

Three layers of rigorous evaluation

Every model is evaluated across three distinct layers, each designed to measure a critical dimension of healthcare AI performance.

Layer 1

LLM Performance

  • Response accuracy & coherence
  • Hallucination detection
  • Instruction following
  • Reasoning quality
  • Consistency across prompts

Layer 2

Clinical Accuracy

  • Medical fact correctness
  • Clinical guideline adherence
  • Diagnostic reasoning
  • Drug interaction awareness
  • Evidence-based recommendations

Layer 3

Patient Communication

  • Reading level appropriateness
  • Empathy & tone
  • Cultural sensitivity
  • Safety disclaimers
  • Actionable guidance

[ Model Coverage ]

We evaluate the models that matter

From frontier models to open-source alternatives, we test them all under identical conditions.

GPT-4o

OpenAI

GPT-4o Mini

OpenAI

Claude 3.5 Sonnet

Anthropic

Claude 3 Opus

Anthropic

Gemini 2.0

Google

Gemini 1.5 Pro

Google

Llama 3.1 405B

Meta

Llama 3.1 70B

Meta

Mixtral 8x22B

Mistral

DeepSeek V3

DeepSeek

Qwen 2.5

Alibaba

Custom Models

Your deployment

[ Who It's For ]

Built for organizations where AI accuracy is non-negotiable

Health Systems

Evaluate AI before deploying to clinicians and patients. Ensure safety and accuracy at scale.

Pharmaceutical

Validate AI-generated medical content for regulatory compliance and scientific accuracy.

Health Tech

Choose the right foundation model for your product. Back your decisions with data, not marketing.

Research

Benchmark models for academic studies. Reproducible methodology with transparent scoring.

[ Get Started ]

Ready to prove your AI works?

Request a demo to see how AI Proving Ground can help your organization make evidence-based AI decisions.

We'll respond within 24 hours. No spam, ever.