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gpt-oss-20b and Gemma 4 26B A4B lead on 16GB NVIDIA cards, while a 16GB Mac mini M4 is better served by Qwen3.5-9B. File sizes, context limits and VRAM math.
Price per GB, memory bandwidth, prefill vs decode on gpt-oss-120b, clustering and software stacks: which unified-memory desktop fits your local LLM work.
Copilot now bills in AI credits at $0.01 each. Here is what Pro's 1,500 and Pro+'s 7,000 credits buy per model, and when Pro+ beats Claude or Cursor.
Gemini CLI is gone for consumer plans. We compare Claude Code, Codex CLI, Google's agy and OpenCode on price, models, license, sandboxing and MCP.
All three now sell a 5x tier at $100 and a 20x tier at $200. We compare coding agents, limits, deep-reasoning modes and bundles, then pick by persona.
Opus 5.5 lists at $4/$20, Astra and Fable 5.1 at $10/$50. We compare cost per completed task, sourced benchmarks, speed, context and caching.