Cerebras

Cerebras is a pioneering company in the AI hardware and cloud services sector, renowned for developing the world's fastest AI processor, the Wafer Scale Engine (WSE). This unique technology integrates the power of an entire silicon wafer into a single chip, delivering performance that traditional GPU clusters cannot match. Cerebras provides this power to developers, researchers, and enterprises through its AI Model Services, enabling them to train and deploy state-of-the-art models with unprecedented speed and efficiency. Trusted by leading organizations like Meta, Mayo Clinic, AlphaSense, and Notion, Cerebras is accelerating the future of AI, from real-time enterprise search and market intelligence to advanced scientific research and patient care.

How to use Cerebras

Cerebras offers flexible access models tailored to different needs:

1. For Developers & Prototyping (Exploration Plan): The easiest way to start is through the serverless API. Developers can get instant access to popular models via the Cerebras Inference Cloud, Hugging Face, or OpenRouter. This is a pay-as-you-go model, where you only pay for the tokens you use, making it perfect for testing, prototyping, and small-scale applications without any minimum commitment.
2. For Production Workloads (Growth Plan): Teams with growing applications can opt for a monthly subscription. This plan provides higher rate limits, lower latency through request priority, and early access to new models. It offers predictable costs for scaling production workloads with confidence.
3. For Large-Scale Deployments (Enterprise Plan): For mission-critical applications, regulated industries, or organizations requiring guaranteed performance, Cerebras offers a comprehensive enterprise solution. This includes options for private cloud or on-premises deployment of Cerebras hardware, access to all supported models, fine-tuning services, the highest rate limits, and dedicated white-glove support with guaranteed SLAs. To get started, enterprises can contact the Cerebras sales team to design a custom solution.

Core Features of Cerebras

• Wafer Scale Engine (WSE): The world's largest and fastest AI processor, providing massive compute power and memory bandwidth on a single chip.
• Blazing-Fast Inference: Delivers industry-leading inference speeds, up to 20x faster than GPU solutions, with benchmarks showing models like Llama 4 Scout running at 2,600 tokens per second.
• Ultra-Low Latency: Enables real-time applications such as conversational AI, agentic workflows, and live data analysis, often returning responses in under a second.
• Flexible Deployment Options: Offers serverless API, private cloud, and on-premises solutions to fit various security, performance, and operational requirements.
• Access to State-of-the-Art Models: Provides API access to the latest and most powerful open-source models, including Meta's Llama 4, Alibaba's Qwen3, and DeepSeek, often on the day of their release.
• AI Model Services: Comprehensive services for both training and deploying models, including fine-tuning for enterprise customers to create custom, high-performance models.
• Superior Price-Performance: By combining extreme speed with competitive pricing, Cerebras offers exceptional value, especially for applications where latency is critical.

Use Cases for Cerebras

Cerebras's high-performance platform is ideal for a wide range of demanding AI applications:

• Enterprise Search & RAG: Companies like Notion and AlphaSense use Cerebras to power real-time, accurate search and retrieval-augmented generation (RAG) over vast datasets.
• Healthcare and Life Sciences: Mayo Clinic leverages Cerebras to transform patient care through AI-driven diagnosis, treatment planning, and medical research.
• Real-Time Digital Twins: Tavus utilizes Cerebras to build real-time digital twins, enabling complex simulations and interactions that require instant responses.
• Financial Services: Powering AI-driven market intelligence, risk analysis, and algorithmic trading where speed provides a competitive edge.
• Agentic AI and Tool Use: The low latency is perfect for building sophisticated AI agents that can reason, use tools, and interact with users in real time.
• Government and Defense: Selected by organizations like DARPA for next-generation, real-time compute platforms for advanced military and commercial applications.

Advantages of Cerebras

The primary advantage of Cerebras is its unmatched speed. By engineering hardware specifically for AI workloads, the Wafer Scale Engine bypasses the communication bottlenecks inherent in large GPU clusters. This results in dramatically lower latency and higher throughput. This speed translates into a significant price-performance advantage; while token costs may be comparable to other services, the value of receiving those tokens in real-time unlocks new use cases that are impossible with slower providers. Furthermore, its flexible deployment models and partnerships with industry leaders like Meta and Hugging Face make its cutting-edge technology accessible to a broad audience, from individual developers to the world's largest enterprises.

Pricing and Plans

Cerebras offers a tiered pricing structure to accommodate different scales of use:

• Exploration Plan (Pay-as-you-go): Ideal for getting started. Pricing is per million tokens and varies by model. For example: Llama 4 Scout costs $0.65/M input tokens and $0.85/M output tokens, while Qwen3 32B is $0.40/M input and $0.80/M output. No minimum commitment.
• Growth Plan (Subscription): For production applications. Monthly subscriptions start at $1,500/month for Tier 1 and go up to $10,000/month or more for higher tiers. Each tier provides a set maximum of tokens per minute/day and requests per minute, offering predictable costs. For example, the Llama-3.3 70B plan starts at $1,500/month for 300k input tokens/min and 41M tokens/day.
• Enterprise Plan (Custom): Tailored for large-scale, mission-critical deployments. This plan includes dedicated deployment options, model fine-tuning, the highest performance SLAs, and premium support. Pricing is custom and available by contacting the sales team.