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GitHub Copilot CLI

2 articles · Page 1 of 1
Machine Heart
Machine Heart
May 22, 2026 · Industry Insights

Why Even Microsoft Can’t Afford Claude Code’s Token Costs

Microsoft has cancelled its internal Claude Code license because token‑based billing made the AI coding tool too expensive, highlighting rising AI software prices, internal cost pressures, and a broader industry shift toward usage‑based pricing.

AI industry trendsAI token pricingAnthropic
0 likes · 7 min read
Why Even Microsoft Can’t Afford Claude Code’s Token Costs
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Oct 15, 2025 · Artificial Intelligence

Why Do Two Sonnet 4.5 CLI Tools Perform So Differently?

Both Claude Code CLI and GitHub Copilot CLI use the Claude Sonnet 4.5 model, but Claude Code offers a 200K‑token context window, Extended Thinking, and direct API access, while Copilot CLI is limited to about 8K tokens, lacks Extended Thinking, and adds a middle‑layer that slows performance by over five times.

Claude Code CLIClaude Sonnet 4.5Extended Thinking
0 likes · 10 min read
Why Do Two Sonnet 4.5 CLI Tools Perform So Differently?