Neat. I like DS for secondary checks on code. Sometimes spots things other models don't

That is some insane value. I've been using GLM Coding Plan Max with GLM 5.1 for a while and i've tested DeepSeek V4 Pro maybe for 3 weeks now and I found it to be better than GLM 5.1 for complex coding tasks. I've used 65m tokens and with that price it cost me $1.5, that's really cheap.

Great! I have been using DeepSeek 4 Flash high for everything lately.

First accessible model with useable 1 million context window for me.

is this the Huawei chip difference?

Anyone using deepseek through a gateway (not sure if right term) so there's no data retention? At work we're going through a few hundred million tokens a day in our app (using anthropic models), and we're looking for something significantly cheaper

their MLA architecture cuts KV cache by ~5-13x vs standard attention. that's why inference is actually cheaper to run, not just a price war to gain market share.

Props to them. That makes DeepSeek v4 Pro extremely cheap compared to others, even in the same category. Look at these prices per million outputs tokens:

DeepSeek V4 Pro: $0.87

Qwen 3.7 Max: $7.50

Grok 4.3: $2.50

GLM 1.5: $3.08

Opus 4.7: $25.00

GPT-5.5: $30.00

Once they have their own coding agent which they seem to be working towards, I may start predominantly using their models. They seem to be doing all the "right" things, open sourcing models, publishing research, and keeping prices low for everyone.