Latency and Cost Benchmark Analysis

When building automated customer service bots for high-volume channels like WhatsApp, response speed and API token cost directly govern unit economics.

Key Benchmark Metrics

  • Gemini 1.5 Flash: Time to First Token (TTFT): ~280ms. Cost: $0.075 / 1M input tokens. Context Window: 1,000,000 tokens.
  • GPT-4o Mini: TTFT: ~310ms. Cost: $0.15 / 1M input tokens. Context Window: 128,000 tokens.

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