Live data from Hacker News

DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

news.ycombinator.com

201–210 of 226 posts

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#201
post #127

Earlier quoted context omitted.

- Which versions: 3.6 vs 3.7 vs. 3.8 for Gemini Flash, and v4 0731 for Deepseek v4 Flash, and GLM 5.3 Flash - Medium for Gemini, high for Deepseek. - Things like find information, then understand something about it, then send a slack message or email etc. - Completion rates somewhere in 80-90%, Deepseek a bit better than Gemini - Quality evaluated by Fable 5.1 and Astra 6.0 acting as a rubric judge. Gemini quality wo…

Thanks... I have been trying to figure out some things. Been doing my own evals. Flash 3.8 does burn a lot more tokens on high. Interesting how smart and not smart it is. For personal use almost impossible to justify the cost of 3.8 Flash cost.

Deepseek also burns a lot of tokens, its output on high is 2x of Gemini on medium. But it's dirt-cheap so it still can be 60-70% cheaper.

From the large models Kimi K3 is definitely the one burning the smallest amount of tokens. Even if you pay for the fast version in Fireworks it's third of the price of Opus 5 for the same task.

All this really needs evals, the token prices tell nothing.

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#203
post #20

Sounds nice! But, the web ui chat version of flash has very poor language following abilities in my experience: You may ask it something in English, and get a thinking chain in Chinese with an answer in Chinese, or an English thinking chain and an English answer. Using the retry button on the same question has a 50/50 chance of any of those results. Sometimes, asking something in English, but where information are mo…

I've hit this too, but you can just add "in English" to steer it

No you can't. It still responds in Chinese after explicitly asking it to "Always reason and respond in English."

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#204

Earlier quoted context omitted.

I imagine they're doing this due to capacity issues or somesuch. They can always relaunch Pro later, meanwhile a little ricered benchmaxxing of their existing flash model provides a temporary cover story. They certainly aren't silly enough to think this won't impact existing Pro users

They could raise prices, if capacity is problem

They can't increase capacity by raising prices. Right now they calculate that they're at an optimal revenue curve. Simply reducing demand by increasing prices doesn't mean they get more money. The limit is in the ability to buy hardware.

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#205
post #103

Earlier quoted context omitted.

Usually I would very much agree with you, but those things are not deterministic so if that's an issue for you you're probably not making the right choices.

> those things are not deterministic Determinism was an explicit goal of DeepSeek-V4. From their paper: https://arxiv.org/html/2606.19348v1#S3.SS3 > we implement end-to-end, bitwise batch-invariant, and deterministic kernels with minimal performance overhead Of course, providers may not implement deterministic inference for various reasons, but it is possible.

Most people are not even referring to CUDA batching nuances.

They think that sampling is an inherent part of Transformers.

Even on this site, it is regurgitated with confidence.

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#206

Earlier quoted context omitted.

Is nobody using structured outputs? They use constrained decoding at the generation stage to ensure the probability of tokens that would break the format are set to 0. I kinda figured everyone was doing this at this point.

Most serious providers are now supporting structured outputs in a reasonable way for all model configs. But for example on ollama structured outputs are still incompatible with tool calling and with reasoning

Friends Don't Let Friends Use Ollama. https://sleepingrobots.com/dreams/stop-using-ollama/

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#207
post #67

>In keeping with our commitment to user responsibility, following the official launch of V4.1 Flash and prior to the release of V4.1 Pro, all requests to the Pro model will be routed to V4.1 Flash and billed at Flash's price Please don't do this kind of thing. If a user has validated a workflow on V4 Pro, they might not want to suddenly start testing it in production on V4.1 Flash. Instead, keep V4 Pro around but dep…

I'm not sure that anyone is running production workloads against an API that bills twice as much for a chunk of the day. One of the best things about Deepseek is that you can host it yourself and get a ridiculous multiple of usage for what the same dollar amount would yield from their API

> I'm not sure that anyone is running production workloads against an API that bills twice as much for a chunk of the day.

I'm not sure that anyone will mind running production workloads against an API that bills half as much for a chunk of the day.

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#208
post #20

Sounds nice! But, the web ui chat version of flash has very poor language following abilities in my experience: You may ask it something in English, and get a thinking chain in Chinese with an answer in Chinese, or an English thinking chain and an English answer. Using the retry button on the same question has a 50/50 chance of any of those results. Sometimes, asking something in English, but where information are mo…

It's not just web chat, V4 Flash 7/31 suffers from a lot of pathological behavior in coding harnesses as well, e.g. infinite loops, hallucinations, premature termination, and invalid tool calls.

I used a lot V4 flash to implement plans built by other models, and it was honestly top notch. The thing was a workhorse, and I got none of the isuses you describe.

I was mostly using DeepSeek on Pi, connecting to their API directly (not some third party provider).

I honestly have more issues steering Sonnet properly.

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#209

Earlier quoted context omitted.

I imagine they're doing this due to capacity issues or somesuch. They can always relaunch Pro later, meanwhile a little ricered benchmaxxing of their existing flash model provides a temporary cover story. They certainly aren't silly enough to think this won't impact existing Pro users

They could raise prices, if capacity is problem

DeepSeek user here.

I very much prefer they don't raise prices.

Re: DeepSeek launching v4.1 flash cheaper and more capable than v4 pro

#210
post #20

Sounds nice! But, the web ui chat version of flash has very poor language following abilities in my experience: You may ask it something in English, and get a thinking chain in Chinese with an answer in Chinese, or an English thinking chain and an English answer. Using the retry button on the same question has a 50/50 chance of any of those results. Sometimes, asking something in English, but where information are mo…

It's not just web chat, V4 Flash 7/31 suffers from a lot of pathological behavior in coding harnesses as well, e.g. infinite loops, hallucinations, premature termination, and invalid tool calls.

That may be an issue with the harness you are using, i've never, and never heard of, someone having this problem specifically with this model.
Post reply on HN