[USE CASE]

Model Evaluation & Benchmarking

Don't trust the hype. Run head-to-head comparisons on your own prompts.

General benchmarks like MMLU or HumanEval don't tell you how a model will perform on your specific data. The only way to know if Claude 3.5 Sonnet is better than GPT-4o for your use case is to test them side-by-side.

The Multi-Model Arena

AIWorkbench.dev features a unique Compare tool that lets you pit up to 6 models against each other simultaneously.

  • One Prompt, Multiple Models: Write your prompt once and execute it across Anthropic, OpenAI, Google, DeepSeek, and more.
  • Latency Profiling: Measure Time To First Token (TTFT) and tokens per second in real-time to ensure the model meets your UX requirements.
  • Output Quality Check: Visually inspect how different models handle complex formatting, JSON schemas, or nuance in your instructions.

Recommended Tools