Select the right LLM for your enterprise
What Is This
The LLM Decision Hub is your independent resource for evaluating and selecting large language models (LLMs). We compare leading models across performance, safety, coding, mathematical reasoning, jailbreak resistance, and cost, while also surfacing key differences across providers. You'll find both standardized benchmarks and proprietary red teaming conducted by Holistic AI's world class testing lab. And if you'd like to test your own model or your own enhancements to one of these base models, you can reach out to run it through the same rigorous evaluation process.
Why We Built This
Enterprises today face a critical challenge: choosing the right LLM for the right use case. Each model has different strengths, trade-offs, and risks, and the pace of change makes it hard to keep up. The Decision Hub helps business and technology leaders make informed choices grounded in evidence, not hype.
Who Should Use This
Technical leaders and solution architects deciding which LLM to deploy
Governance and risk teams tasked with ensuring safe and reliable adoption
Product and innovation leads looking to match LLM capabilities to customer-facing applications
When Model Choice Matters
Different LLMs are suited to different use cases. The Decision Hub makes those distinctions clear. For example:
Customer Chatbots
Some models excel at conversational tone and responsiveness, making them better fits for customer engagement
Code Generation
Specialized models outperform others when it comes to producing, reviewing, or debugging code
Mathematical and Analytical Tasks
Certain models lead in reasoning accuracy, making them stronger for research, finance, or scientific use cases
Sensitive Environments
Models with stronger jailbreak resistance and safety scores are better suited for regulated industries or high-stakes contexts
What You'll Find Here
LLM Rankings
A master list comparing 20+ models across all major dimensions
Rankings by Key Priorities
Tailored views by safety, cost, coding, and mathematical reasoning
Compare LLMs
Side-by-side model comparisons
Providers
Content TBD
Red Teaming
Proprietary jailbreak and unsafe-response testing by Holistic AI
Test Your LLM
Submit your model for evaluation using the same benchmarks and safety tests