{
  "id": 1493227,
  "title": "I Wish I Knew About Fast AI APIs Sooner — Here's the Full Breakdown",
  "url": "https://urgent.news/2026/08/17/i-wish-i-knew-about-fast-ai-apis-sooner-heres-the-full-breakdown",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-17T13:35:30.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/gentleforge/i-wish-i-knew-about-fast-ai-apis-sooner-heres-the-full-breakdown-528b"
  },
  "original_language": "en",
  "account": "The writer discovered a faster, cheaper alternative to a proprietary AI API when they were frustrated by slow token generation. They tested 15 models, finding that Step-3.5-Flash was the fastest at 80 tokens per second for $0.15 million tokens. Qwen3-8B was the cheapest at $0.01 per million tokens, generating 70 tokens per second. The writer advises switching to open weights models for speed and cost savings, especially for real-time chat experiences.",
  "summary": "I Wish I Knew About Fast AI APIs Sooner — Here's the Full Breakdown Last month I sat staring at a terminal for about ten minutes, watching tokens crawl out of an API at what felt like a funeral procession. My chat app felt broken. Users were bouncing. I was ready to blame my code, my server, my karma — anything but the obvious thing sitting right in front of me. I was paying for a proprietary,…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Dev.to",
        "title": "I Wish I Knew AI API Cost Hacks Sooner — Full Breakdown",
        "url": "https://urgent.news/2026/08/17/i-wish-i-knew-ai-api-cost-hacks-sooner-full-breakdown",
        "published": "2026-08-17T13:49:46.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}