{
  "id": 18984917,
  "title": "I expected Claude Code to crush its open-source rival on my 16GB GPU, but that’s not what happened",
  "url": "https://urgent.news/2026/11/08/i-expected-claude-code-to-crush-its-open-source-rival-on-my-16gb-gpu",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-08T17:30:21.000Z",
  "source": {
    "name": "XDA Developers",
    "slug": "xda-developers",
    "url": "https://www.xda-developers.com/my-16gb-gpu-now-runs-a-fully-local-ai-agent-and-it-has-me-rethinking-my-20-claude-subscription/"
  },
  "original_language": "en",
  "account": "At first glance, my $20 Claude Pro subscription seemed justified by Claude Code's impressive performance on my 16GB GPU. However, a recent test with Qwen3.6-35B-A3B using OpenCode revealed that the latter performed similarly, proving that powerful local AI coding tools are becoming increasingly accessible. Claude Code, Anthropic's harness running proprietary models, collaborated with Qwen3.6-35B-A3B in Unsloth's UD-IQ4_XS quant, served through llama.cpp runtime. This setup allowed the 17.7GB model to fit onto my RTX 4070 Ti Super's 16GB GDDR6X memory. Both agents were tasked with creating a Python tool to log GPU metrics, and Qwen3.6-35B-A3B completed the task in 3 minutes and 44 seconds, while Claude Code finished in 2 minutes and 42 seconds. Despite the time difference, both agents successfully generated the required Python code, highlighting the significant cost difference between the subscription-based Claude Code ($0.37) and the local Qwen3.6-35B-A3B ($0.0005 per token).",
  "summary": "Agentic AI isn't blocked by a paywall anymore",
  "key_points": [
    "Claude Code and Qwen3.6-35B-A3B competed on 16GB GPU",
    "Qwen3.6-35B-A3B completed task in 3:44, Claude Code in 2:42",
    "Local Qwen3.6-35B-A3B costs $0.0005 per token vs Claude Code's $0.37"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "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."
}