Best AI Inference Platforms for Gemma 3
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Compare the Top AI Inference Platforms that integrate with Gemma 3 as of August 2025
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This a list of AI Inference platforms that integrate with Gemma 3. Use the filters on the left to add additional filters for products that have integrations with Gemma 3. View the products that work with Gemma 3 in the table below.
What are AI Inference Platforms for Gemma 3?
AI inference platforms enable the deployment, optimization, and real-time execution of machine learning models in production environments. These platforms streamline the process of converting trained models into actionable insights by providing scalable, low-latency inference services. They support multiple frameworks, hardware accelerators (like GPUs, TPUs, and specialized AI chips), and offer features such as batch processing and model versioning. Many platforms also prioritize cost-efficiency, energy savings, and simplified API integrations for seamless model deployment. By leveraging AI inference platforms, organizations can accelerate AI-driven decision-making in applications like computer vision, natural language processing, and predictive analytics. Compare and read user reviews of the best AI Inference platforms for Gemma 3 currently available using the table below. This list is updated regularly.
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1
Vertex AI
Google
AI Inference in Vertex AI enables businesses to deploy machine learning models for real-time predictions, helping organizations derive actionable insights from their data quickly and efficiently. This capability allows businesses to make informed decisions based on up-to-the-minute analysis, which is critical in dynamic industries such as finance, retail, and healthcare. Vertex AI’s platform supports both batch and real-time inference, offering flexibility based on business needs. New customers receive $300 in free credits to experiment with deploying their models and testing inference on various data sets. By enabling swift and accurate predictions, Vertex AI helps businesses unlock the full potential of their AI models, driving smarter decision-making processes across their organization.Starting Price: Free ($300 in free credits) -
2
Google AI Studio
Google
AI inference in Google AI Studio allows businesses to leverage trained models to make real-time predictions or decisions based on new, incoming data. This process is critical for deploying AI applications in production, such as recommendation systems, fraud detection tools, or intelligent chatbots that respond to user inputs. Google AI Studio optimizes the inference process to ensure that predictions are both fast and accurate, even when dealing with large-scale data. With built-in tools for model monitoring and performance tracking, users can ensure that their AI applications continue to deliver reliable results over time, even as data evolves.Starting Price: Free -
3
Ollama
Ollama
Ollama is an innovative platform that focuses on providing AI-powered tools and services, designed to make it easier for users to interact with and build AI-driven applications. Run AI models locally. By offering a range of solutions, including natural language processing models and customizable AI features, Ollama empowers developers, businesses, and organizations to integrate advanced machine learning technologies into their workflows. With an emphasis on usability and accessibility, Ollama strives to simplify the process of working with AI, making it an appealing option for those looking to harness the potential of artificial intelligence in their projects.Starting Price: Free -
4
FriendliAI
FriendliAI
FriendliAI is a generative AI infrastructure platform that offers fast, efficient, and reliable inference solutions for production environments. It provides a suite of tools and services designed to optimize the deployment and serving of large language models (LLMs) and other generative AI workloads at scale. Key offerings include Friendli Endpoints, which allow users to build and serve custom generative AI models, saving GPU costs and accelerating AI inference. It supports seamless integration with popular open source models from the Hugging Face Hub, enabling lightning-fast, high-performance inference. FriendliAI's cutting-edge technologies, such as Iteration Batching, Friendli DNN Library, Friendli TCache, and Native Quantization, contribute to significant cost savings (50–90%), reduced GPU requirements (6× fewer GPUs), higher throughput (10.7×), and lower latency (6.2×).Starting Price: $5.9 per hour -
5
kluster.ai
kluster.ai
Kluster.ai is a developer-centric AI cloud platform designed to deploy, scale, and fine-tune large language models (LLMs) with speed and efficiency. Built for developers by developers, it offers Adaptive Inference, a flexible and scalable service that adjusts seamlessly to workload demands, ensuring high-performance processing and consistent turnaround times. Adaptive Inference provides three distinct processing options: real-time inference for ultra-low latency needs, asynchronous inference for cost-effective handling of flexible timing tasks, and batch inference for efficient processing of high-volume, bulk tasks. It supports a range of open-weight, cutting-edge multimodal models for chat, vision, code, and more, including Meta's Llama 4 Maverick and Scout, Qwen3-235B-A22B, DeepSeek-R1, and Gemma 3 . Kluster.ai's OpenAI-compatible API allows developers to integrate these models into their applications seamlessly.Starting Price: $0.15per input
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