#deepseek

OpenAI API vs DeepSeek V4 Flash: real bills show a 40-42x cut ($18,000 to $450/mo). July 2026 math on when the switch is worth the migration time.

Claude Opus 4.8 runs $3,300/mo vs DeepSeek's $54 at Heavy workload. Here's the break-even math — and when Opus earns its 61x token premium.

China's five frontier LLMs as of late April 2026: Qwen 3.6 Max-Preview, DeepSeek V4PLUS, Kimi K2.6, MiniMax M2.7, and GLM-5.1 — the practitioner's tour.