IBM Granite 4.1 30B
IBM's flagship 30B dense foundation model — strong reasoning across business, coding, and multilingual tasks.
Granite 4.1 30B is an open-weight text model from IBM. It takes a text prompt and replies with generated text. It runs entirely on your own hardware through Ollama: no API key and no per-use fees.
- Released
- Apr 2026
- Pricing
- Free, runs on your hardware
Samples
Generated with Granite 4.1 30B via Ollama. The same three prompts run against every text model in the catalog, shown verbatim, so the only thing that changes between two models’ answers is the model.
Explain what an API is to someone who has never written code. Do not use a restaurant or waiter analogy. Plain prose only — no headings, bullet points, or markdown formatting. Maximum 50 words.
An API, or Application Programming Interface, is a set of rules and tools that allows different software applications to communicate and exchange information with each other, enabling them to work together seamlessly without the user needing to understand the underlying code.
A two-person startup is deciding whether to build their own user authentication or use a hosted provider. Give them a clear recommendation, then the single strongest argument against your own recommendation. Plain prose only — no headings, bullet points, or markdown formatting. Maximum 150 words.
The startup should opt to use a hosted authentication provider rather than building their own system. Leveraging a hosted solution offers numerous advantages, including enhanced security, reduced development and maintenance overhead, faster time-to-market, and access to advanced features like multi-factor authentication and social logins without the need for extensive in-house expertise. Hosted providers are designed to scale effortlessly, ensuring that as the startup grows, its authentication needs are seamlessly met. Moreover, these services typically undergo rigorous security audits and compliance certifications, providing peace of mind that user data is handled with the highest standards of protection. This approach allows the founders to focus on core business development and innovation rather than getting bogged down in the complexities of authentication infrastructure. The strongest argument against using a hosted provider is the potential loss of control over user data and authentication processes, which might raise concerns for users or regulatory bodies, especially in highly regulated industries where data sovereignty and custom security measures are paramount.
Write a briefing for a non-technical executive explaining why their company's spending on AI is hard to predict, and what they can do about it. Cover at least three distinct causes. Plain prose only — no headings, bullet points, or markdown formatting. Write exactly 205 words.
The unpredictability of your company's spending on AI stems from several interrelated factors. Firstly, AI technology is rapidly evolving, which means that what is cutting-edge today may become obsolete or require upgrades in a short period. This constant innovation cycle necessitates continuous investment to stay competitive, but the timing and scale of these investments can be hard to forecast. Secondly, AI projects often involve experimentation and iterative development. As teams explore various models and solutions to find the best fit for your business needs, costs can fluctuate significantly based on the complexity and duration of these trials. Lastly, the talent market for AI expertise is highly competitive, with skilled professionals in high demand. This can lead to increased spending on salaries, recruitment, and training, which may vary depending on the availability of talent and the urgency of project timelines. To manage this unpredictability, consider adopting a flexible budgeting approach that allocates funds for both core initiatives and exploratory projects. Additionally, fostering partnerships with AI research institutions or service providers can help spread costs and provide access to the latest advancements without the full financial burden of in-house development. Regularly reviewing and adjusting your AI strategy in response to technological and market changes will also aid in more accurate financial planning.
IBM
IBM Research builds the open-weight Granite family — efficient foundation models tuned for enterprise instruction-following, RAG, code, and tool use.
www.ibm.com/granite ↗IBM's compact 3B instruction-tuned model with multilingual support, tool use, and structured JSON output.
IBM's 8B dense decoder-only foundation model for general instruction-following, RAG, and code tasks.
IBM's compact 3B instruction-tuned model with multilingual support, tool use, and structured JSON output.
IBM's 8B dense foundation model for general instruction-following, RAG, and code tasks, with native tool use.
IBM's flagship 30B foundation model — strong reasoning across business, coding, and multilingual tasks.