Compare AI Models That Perform

import { Benchmark } from 'benchmarks.do';

const llmBenchmark = new Benchmark({
  name: 'LLM Performance Comparison',
  description: 'Compare performance of different LLMs on standard NLP tasks',
  models: ['gpt-4', 'claude-3-opus', 'llama-3-70b', 'gemini-pro'],
  tasks: [
    {
      name: 'text-summarization',
      dataset: 'cnn-dailymail',
      metrics: ['rouge-1', 'rouge-2', 'rouge-l']
    },
    {
      name: 'question-answering',
      dataset: 'squad-v2',
      metrics: ['exact-match', 'f1-score']
    },
    {
      name: 'code-generation',
      dataset: 'humaneval',
      metrics: ['pass@1', 'pass@10']
    }
  ],
  reportFormat: 'comparative'
});