**OpenAI is developing a new model called Garlic, a system focused on coding and reasoning, while Sam Altman directs teams to concentrate on improving ChatGPT after issuing a company-wide “code red.”**

[Reports](https://www.theinformation.com/articles/openai-developing-garlic-model-counter-googles-recent-gains) indicate that OpenAI engineers are building a new large language model known internally as Garlic. Early internal evaluations show strong performance in coding tasks and complex reasoning challenges. Some researchers believe it could become one of the company’s next major releases.

![OpenAI Races To Strengthen ChatGPT As New Model ‘Garlic’ Takes Shape](https://www.stanventures.com/news/wp-content/uploads/2025/12/ChatGPT-Image-Dec-3-2025-03_05_59-PM-300x200.png)

Sam Altman recently instructed teams to pause lower-priority initiatives and channel their attention toward improving ChatGPT. The directive follows rising competitive pressure after Google introduced Gemini 3 and gained rapid traction among users of its mobile app.

 

> [Garlic: OpenAI’s New Small Model That Beats Gemini 3 & Opus 4.5 in Coding Benchmarks](https://www.reddit.com/r/OpenAI/comments/1pcd296/garlic_openais_new_small_model_that_beats_gemini/)
> by[u/artofprjwrld](https://www.reddit.com/user/artofprjwrld/) in[OpenAI](https://www.reddit.com/r/OpenAI/)

 

## What Makes Garlic Stand Out

Garlic appears to deliver more accurate outputs on technical work based on early testing inside the company. 

Coding support and advanced analytical ability have been highlighted as areas of strength. These capabilities could prove helpful for industries that depend on precision, including development teams, healthcare organizations, and research environments.

Many details remain undisclosed, yet Garlic already occupies a central place in OpenAI’s internal planning. 

The model may allow the company to compete more directly with rivals that emphasize advanced reasoning and high-quality developer support.

## Competitive Pressure Shapes Key Decisions

Google’s release of Gemini 3 shifted momentum in the market. The company showcased meaningful gains in multimodal reasoning and reported fast-growing usage numbers across its app. Strong adoption created new urgency across the sector and accelerated expectations around product updates.

OpenAI’s leadership appears determined to defend ChatGPT’s position, especially as usage patterns show occasional dips in daily activity. ChatGPT remains one of the company’s most important revenue drivers, which raises the stakes around product performance and reliability.

## A Strategic Shift Toward Core Improvements

[Altman’s “code red” message](https://www.stanventures.com/news/sam-altman-declares-code-red-to-improve-chatgpt-6042/) signals a period of concentrated effort. Teams have been asked to prioritize upgrades to ChatGPT related to speed, responsiveness, and personalization. 

Some planned experiments, including early advertising initiatives and exploratory agents, are temporarily on hold.

This shift highlights ChatGPT’s importance to the company’s long-term goals. Higher reliability and faster performance can support both consumer engagement and enterprise adoption while the development of Garlic continues.

## Guidance For Users And Businesses

If you use or integrate tools like ChatGPT in your work, a few practical steps can help you stay ready for upcoming changes:

- Review model choices on a regular basis, especially in accuracy-sensitive environments.
- Keep integrations flexible so switching between models becomes easier.
- Add automated and human checks for coding, research, or healthcare tasks that demand precision.
- Track provider announcements and adjust workflows as new features appear.
- Revisit licensing and data-use policies whenever new models or updated terms are introduced.

## What Comes Next For OpenAI

OpenAI may release improvements to ChatGPT soon, including stronger personalization and faster response performance. Garlic continues advancing internally and could emerge as a key offering for enterprise customers. Public benchmarks, product updates, and new policy notes will reveal how OpenAI plans to position both systems in a highly competitive market.

## Key Takeaways

- OpenAI is developing a new model called Garlic that shows strong results in coding and reasoning tests.
- Sam Altman called a “code red” and asked teams to focus on improving ChatGPT.
- Google’s Gemini 3 launch increased competition and attracted rapid user growth.
- Flexible integrations and quality checks help teams stay ready for upcoming changes.
- Garlic may become an important model for enterprise clients.