GPT-4.1 in the API
131–140 of 513 posts
Re: GPT-4.1 in the API
#132No benchmark comparisons to other models, especially Gemini 2.5 Pro, is telling.
Go look at their past blog posts. OpenAI only ever benchmarks against their own models. This is pretty common across industries. The leader doesn’t compare themselves to the competition.
Re: GPT-4.1 in the API
#133Re: GPT-4.1 in the API
#134Re: GPT-4.1 in the API
#135Are there any benchmarks or someone who did tests of performance of using this long max token models in scenarios where you actually use more of this token limit? I found from my experience with Gemini models that after ~200k that the quality drops and that it basically doesn't keep track of things. But I don't have any numbers or systematic study of this behavior. I think all providers who announce increased max tok…
The problem is that while you can train a model with the hyperparameter of "context size" set to 1M, there's very little 1M data to train on. Most of your model's ability to follow long context comes from the fact that it's trained on lots of (stolen) books; in fact I believe OpenAI just outright said in court that they can't do long context without training on books. Novels are usually measured in terms of words; an…
Re: GPT-4.1 in the API
#136Re: GPT-4.1 in the API
#137GPT-4.1 probably is a distilled version of GPT-4.5 I dont understand the constant complaining about naming conventions. The number system differentiates the models based on capability, any other method would not do that. After ten models with random names like "gemini", "nebula" you would have no idea which is which. Its a low IQ take. You dont name new versions of software as completely different software Also, Yest…
> The number system differentiates the models based on capability, any other method would not do that. Please rank GPT-4, GPT-4 Turbo, GPT-4o, GPT-4.1-nano, GPT-4.1-mini, GPT-4.1, GPT-4.5, o1-mini, o1, o1 pro, o3-mini, o3-mini-high, o3, and o4-mini in terms of capability without consulting any documentation.
- Is Ford Better than Chevy? (Comparison across providers) It depends on what you value, but I guarantee there's tribes that are sure there's only one answer.
- Is the 6th gen 2025 4Runner better than 5th gen 2024 4Runner? (Comparison of same model across new releases) It depends on what you value. It is a clear iteration on the technology, but there will probably be more plastic parts that will annoy you as well.
- Is the 2025 BMW M3 base model better than the 2022 M3 Competition (Comparing across years and trims)? Starts to depend even more on what you value.
Providers need to delineate between releases, and years, models, and trims help do this. There are companies that will try to eschew this and go the Tesla route without models years, but still can't get away from it entirely. To a certain person, every character in "2025 M3 Competition xDrive Sedan" matters immensely, to another person its just gibberish.
But a pure ranking isn't the point.
Re: GPT-4.1 in the API
#138it's worse than 4.5 on nearly every benchmark. just an incremental improvement. AI is slowing down
It's better on AIME '24, Multilingual MMLU, SWE-bench, Aider’s polyglot, MMMU, ComplexFuncBench while being much much cheaper and smaller.
Re: GPT-4.1 in the API
#139Re: GPT-4.1 in the API
#140> We will also begin deprecating GPT‑4.5 Preview in the API, as GPT‑4.1 offers improved or similar performance on many key capabilities at much lower cost and latency. why would they deprecate when it's the better model? too expensive?