Software Alternatives, Accelerators & Startups

Ollama VS Code GPT

Compare Ollama VS Code GPT and see what are their differences

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Ollama logo Ollama

The easiest way to run large language models locally

Code GPT logo Code GPT

Artificial intelligence inside Visual Studio Code
  • Ollama Landing page
    Landing page //
    2024-05-21
  • Code GPT Landing page
    Landing page //
    2023-01-30

Ollama features and specs

  • User-Friendly UI
    Ollama offers an intuitive and clean interface that is easy to navigate, making it accessible for users of all skill levels.
  • Customizable Workflows
    Ollama allows for the creation of customized workflows, enabling users to tailor the software to meet their specific needs.
  • Integration Capabilities
    The platform supports integration with various third-party apps and services, enhancing its functionality and versatility.
  • Automation Features
    Ollama provides robust automation tools that can help streamline repetitive tasks, improving overall efficiency and productivity.
  • Responsive Customer Support
    Ollama is known for its prompt and helpful customer support, ensuring that users can quickly resolve any issues they encounter.

Possible disadvantages of Ollama

  • High Cost
    Ollama's pricing model can be expensive, particularly for small businesses or individual users.
  • Limited Free Version
    The free version of Ollama offers limited features, which may not be sufficient for users who need more advanced capabilities.
  • Learning Curve
    While the interface is user-friendly, some of the advanced features can have a steeper learning curve for new users.
  • Occasional Performance Issues
    Some users have reported occasional performance issues, such as lag or slow processing times, especially with large datasets.
  • Feature Overload
    The abundance of features can be overwhelming for some users, making it difficult to focus on the tools that are most relevant to their needs.

Code GPT features and specs

  • Enhanced Productivity
    Code GPT assists developers by providing code suggestions and completions, significantly reducing the time required for coding and debugging tasks.
  • Learning Aid
    Code GPT helps users learn new programming concepts by offering explanations and code examples, which can be beneficial for both beginners and advanced programmers.
  • Wide Language Support
    The tool supports multiple programming languages, making it versatile and useful for various types of development projects.
  • 24/7 Availability
    As a digital tool, Code GPT is available around the clock, providing assistance whenever a developer needs it without any downtime.

Possible disadvantages of Code GPT

  • Dependency Risk
    Regular reliance on Code GPT can lead developers to become overly dependent on its suggestions, potentially impacting their coding proficiency and problem-solving skills over time.
  • Potentially Inaccurate Suggestions
    The code suggestions provided could sometimes be syntactically or logically incorrect, requiring developers to verify and correct the suggestions manually.
  • Limited Context Understanding
    Code GPT may struggle with understanding complex, project-specific contexts, which could lead to less effective assistance in large, intricate projects.
  • Privacy Concerns
    Using Code GPT might raise privacy and security concerns, as sensitive code or data could potentially be processed by external servers depending on the integration and deployment setup.

Analysis of Ollama

Overall verdict

  • Overall, Ollama is considered a valuable tool for teams that need a robust project management solution. Its user-friendly interface and extensive feature set make it a strong contender in the market.

Why this product is good

  • Ollama is a quality service because it offers a comprehensive platform for managing projects and collaborating with teams remotely. It includes features such as task management, communication tools, and integration capabilities with other software, which streamline workflows and enhance productivity.

Recommended for

    Ollama is recommended for businesses and teams seeking an efficient project management solution. It is especially useful for remote teams, startups, and any organization looking to enhance collaboration and project tracking capabilities.

Ollama videos

Code Llama: First Look at this New Coding Model with Ollama

More videos:

  • Review - Whats New in Ollama 0.0.12, The Best AI Runner Around
  • Review - The Secret Behind Ollama's Magic: Revealed!

Code GPT videos

No Code GPT videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to Ollama and Code GPT)
AI
91 91%
9% 9
Developer Tools
87 87%
13% 13
Productivity
83 83%
17% 17
LLM
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Ollama seems to be a lot more popular than Code GPT. While we know about 172 links to Ollama, we've tracked only 5 mentions of Code GPT. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Ollama mentions (172)

  • Forget MCP, Use OpenAPI for external operations
    We also need a model to talk to. You can run one in the cloud, use Hugging Face, Microsoft Foundry Local or something else but I choose* to use the qwen3 model through Ollama:. - Source: dev.to / 8 days ago
  • Serverless AI: EmbeddingGemma with Cloud Run
    Now we will use Docker and Ollama to run the EmbeddingGemma model. Create a file named Dockerfile containing:. - Source: dev.to / 9 days ago
  • Qwen3-Omni
    For the physical hardware I use the esp32-s3-box[1]. The esphome[2] suite has firmware you can flash to make the device work with HomeAssistant automatically. I have an esphome profile[3] I use, but I'm considering switching to this[4] profile instead. For the actual AI, I basically set up three docker containers: one for speech to text[5], one for text to speech[6], and then ollama[7] for the actual AI. After... - Source: Hacker News / 12 days ago
  • How to Set Up Ollama: Install, Download Models, and Run LLMs Locally
    In short, Ollama is a local LLM runtime; itโ€™s a lightweight environment that lets you download, run, and chat with LLMs locally; Itโ€™s like VSCode for LLMs. Although if you want to run an LLM on a container (like Docker), that is also an option. The goal of Ollama is to handle the heavy lifting of executing models and managing memory, so you can focus on using the model rather than wiring it from scratch. - Source: dev.to / 12 days ago
  • ๐ŸคฏNativeMind: Local AI Inside Your Browser
    Go to https://ollama.com/ and download it for your OS. - Source: dev.to / 30 days ago
View more

Code GPT mentions (5)

  • AI user interface patterns
    In the wild: Code assistance plug-ins in IDEs (such as Genie AI, Amazon Q, CodeGPT, Codeium and Llama Coder) and dedicated IDEs (such as Cursor). Email and text message completion, as seen in Gmail, LinkedIn messaging and Apple Messages. - Source: dev.to / about 1 year ago
  • Azure GPT-4 for AI pair programming
    Is there a way to use Visual Studio Code and a co-pilot AI tool to help with pair programming ? Github Co-pilot needs to pay. What about codegpt.co ? Does this work. Any suggestions ? Source: almost 2 years ago
  • FileGPT: Start a conversation with PDF, Docx, txt or CSV files
    I work all the code with the Code GPT extension to create and learn code. You can review it at this link: https://codegpt.co. Source: over 2 years ago
  • Any tips on reducing the OpenAI costs?
    1- improve your prompts 2- use โ€œembeddingโ€ for large texts 3- train your own model with fine tuning to get better completions 4- try others providers like Cohere or AI21 5- you could test diferente prompts and providers with this Visual Studio Code extension https://codegpt.co. Source: over 2 years ago
  • Code GPT extension is about to reach 100,000 installations in the first month of its release.
    Any suggestion for improvement is welcome. In this link, you can find the complete documentation: https://codegpt.co. Source: over 2 years ago

What are some alternatives?

When comparing Ollama and Code GPT, you can also consider the following products

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