DeepSeek

Comparison of AI model costs and performance for agentic tasks

You Don't Need Opus: The Smaller Models That Are Eating AI's Lunch

There’s a dirty secret in the AI agent world: most teams running Claude Opus are burning money for bragging rights. Don’t get me wrong — Opus 4.6 is a beast. It tops SWE-bench at 80.9%, handles 200K context windows without breaking a sweat, and orchestrates multi-tool workflows like a conductor with perfect pitch. But at $15 per million tokens (blended), it’s the filet mignon of language models. And most of us are building tacos. ...

Abstract illustration of fractured chip pathways representing the US-China AI divide

DeepSeek Freezes Out Nvidia: China's Hottest AI Lab Just Picked Sides in the Chip War

The AI cold war just got a lot colder. DeepSeek — the Chinese lab that shook the industry last year with models matching Western competitors at a fraction of the cost — has cut Nvidia and AMD out of its upcoming V4 launch. No early access. No optimization window. Instead, Huawei got a weeks-long head start to tune V4 for its own Ascend processors. This isn’t a technical decision. It’s a geopolitical signal flare. ...