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Paul Gauthier 2024-01-25 13:05:22 -08:00
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[![benchmark results](../assets/benchmarks-0125.svg)](https://aider.chat/assets/benchmarks-0125.svg)
[OpenAI just released a new version of GPT-4 Turbo](https://openai.com/blog/new-embedding-models-and-api-updates).
This new model is intended to reduce the "lazy coding" that has been widely observed with the previous `gpt-1106-preview` model:
This new model is intended to reduce the "lazy coding" that has been widely observed with the previous `gpt-4-1106-preview` model:
> Today, we are releasing an updated GPT-4 Turbo preview model, gpt-4-0125-preview. This model completes tasks like code generation more thoroughly than the previous preview model and is intended to reduce cases of “laziness” where the model doesnt complete a task.
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**These results are currently preliminary, and will be updated as additional benchmark runs complete.**
The new `gpt-4-0125-preview` model produces mixed results on the
lazy coding benchmark as compared to the November `gpt-4-1106-preview` model:
Overall,
the new `gpt-4-0125-preview` model does worse on the lazy coding benchmark
as compared to the November `gpt-4-1106-preview` model:
- It performs much worse when using the [unified diffs](https://aider.chat/docs/unified-diffs.html) code editign format.
- Using aider's older SEARCH/REPLACE block editing format, the new January model outperfoms the older November model. But it still performs worse than both models using unified diffs.
- It performs much worse when using the [unified diffs](https://aider.chat/docs/unified-diffs.html) code editing format.
- Using aider's older [SEARCH/REPLACE block](https://github.com/paul-gauthier/aider/blob/9033be74bf74ae70459013e54b2ae6a97c47c2e6/aider/coders/editblock_prompts.py#L75-L80) editing format, the new January model outperfoms the older November model. But it still performs worse than both models using unified diffs.
## Related reports
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- [Aider's lazy coding benchmark](https://aider.chat/docs/unified-diffs.html).
## Updates
Last updated 11/14/23.
OpenAI has relaxed rate limits so these results are no longer considered preliminary.