Overview
Summary
The useful answer before the supporting detail.
Cerebras is an AI compute company providing high-speed inference and training on wafer-scale processors S1. It serves developers and enterprises needing low-latency AI for applications like coding, voice, and agentic workflows S14. The platform offers cloud and on-premise deployment with an OpenAI-compatible API, enabling fast integration S41.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Cerebras, an AI compute company offering wafer-scale processors and high-speed inference S1.
- Core purpose: Solves AI inference latency and throughput bottlenecks in production S14.
- Intended users: Developers and enterprises building speed-sensitive AI applications S14.
- Product scope: Includes wafer-scale systems (CS series), Inference Cloud, and software SDK S1 S158.
- Positioning: Positions as the world's fastest AI inference and training platform S1.
- Claimed distinction: Uses wafer-scale processors instead of multi-GPU infrastructure for speed S14.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
Traffic and search
Search summary
The useful answer before the supporting detail.
Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs. cerebras.ai: an estimated 802,374 total monthly visits and about 46,231 monthly organic visits across 2,055 ranking keywords. Scout crawled 15 pages and measured a technical health score of 89/100.
- Total traffic (modeled): 802,374 monthly visits across all channels.
- Organic search traffic (estimated): 46,231 monthly visits from search.
- Strongest sampled ranking: cerebras at position 1.
- Leading page in the collected evidence: https://www.cerebras.ai/.
- Closest measured organic competitor: reddit.com, appearing 2 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 89/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| other | Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs. | https://www.cerebras.ai/ |
| other | Introducing the all new Cerebras CS-4, a revolutionary rack-scale solution that delivers up to 30x faster inference compared to GPUs. Designed to be deployed at hyperscale, CS-4 is the world’s fastest infrastructure for frontier AI. | https://www.cerebras.ai/ |
| other | Complex reasoning in under a second — perfect for deep search, copilots, and analysis. | https://www.cerebras.ai/ |
| other | Instant, accurate voice responses for higher quality interactions. | https://www.cerebras.ai/ |
| other | Train, Fine-tune, Serve - on one platform | https://www.cerebras.ai/ |
| other | Start with lightning-fast inference, then fine-tune or even pre-train models with your own data to optimize models for specific use cases. | https://www.cerebras.ai/ |
| other | What customers are saying | https://www.cerebras.ai/ |
| other | Lovable was built on the idea that the person closest to a problem should be able to solve it. Cerebras helps us make Lovable respond as fast as our customers think,so instead of wondering if an idea’s worth trying, they just build it. Our users deserve infrastructure that keeps up with how they work. | https://www.cerebras.ai/ |
| other | OpenAI’s compute strategy is to build a resilient portfolio that matches the right systems to the right workloads. Cerebras adds a dedicated low-latency inference solution to our platform. That means faster responses, more natural interactions, and a stronger foundation to scale real-time AI to many more people. | https://www.cerebras.ai/ |
| other | By partnering with Cerebras, we are integrating cutting-edge AI infrastructure \[…\] that allows us to deliver the unprecedented speed, most accurate and relevant insights available – helping our customers make smarter decisions with confidence. | https://www.cerebras.ai/ |
| other | By delivering over 2,000 tokens per second for Scout – more than 30 times faster than closed models like ChatGPT or Anthropic, Cerebras is helping developers everywhere to move faster, go deeper, and build better than ever before. | https://www.cerebras.ai/ |
| other | Chair for the Department of Radiology, Mayo Clinic | https://www.cerebras.ai/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
Monthly visits802,374
Global rank#62,644
Top-country rankUS #38,123
Bounce rate43.2%
Pages per visit3.29
Visit duration2m 14s
| Month | Modeled visits |
|---|---|
| 2026-04 | 646,263 |
| 2026-05 | 817,253 |
| 2026-06 | 789,519 |
| 2026-07 | 1,015,772 |
| 2026-08 | 996,855 |
| 2026-09 | 802,374 |
Six-month trafficModeled monthly visits
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| US | United States | 34.3% |
| IN | India | 8.3% |
| CA | Canada | 5.3% |
| DE | Germany | 4.3% |
| KR | Korea, Republic of | 4.1% |
34.3%United States
United States34.3%India8.3%Canada5.3%Germany4.3%Korea, Republic of4.1%Other43.8%
Domain identity
| Signal | Value |
|---|---|
| Registered | Dec 15, 2017 |
| Last changed | Aug 12, 2026 |
| Expires | Jul 5, 2029 |
| WHOIS server | whois.nic.ai |
| DNSSEC | — |
| Nameservers | ns03.domaincontrol.com, ns04.domaincontrol.com |
Website capture
Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| cerebras | 127,280 | $1.32 | $101,850 |
| cerebras systems | 10,800 | $0.61 | $6,020 |
| cerebras api key | 5,270 | $3.35 | $5,480 |
| cerebras careers | 3,100 | $0.30 | $3,200 |
| cerebras ai | 3,290 | $3.43 | $2,870 |
Independent Google result page
Query: cerebras
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Cerebras | https://www.cerebras.ai/ | Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs. |
| 2 | Cerebras | https://www.linkedin.com/company/cerebras-systems | Cerebras Systems builds the world's fastest AI inference. We are powering the future of generative AI. We're a team of pioneering computer architects, ... |
| 3 | Cerebras Systems | https://en.wikipedia.org/wiki/Cerebras_Systems | Cerebras Systems Inc., headquartered in Sunnyvale, California, develops semiconductors, supercomputers, and related software to power artificial intelligence ... |
| 4 | Cerebras | https://x.com/cerebras?lang=en | Cerebras is known for speed. Our platform serves the fastest tokens in the industry — but speed isn't only silicon; it's also how fast we can ship the console, ... |
| 5 | Cerebras Systems Inc. (CBRS) | https://finance.yahoo.com/quote/CBRS/ | Cerebras Systems Inc. operates as an artificial intelligence infrastructure company. It designs and manufactures an AI compute platform that comprises of ... |
| 6 | OpenAI partners with Cerebras | https://openai.com/index/cerebras-partnership/ | Cerebras builds purpose-built AI systems to accelerate long outputs from AI models. Its unique speed comes from putting massive compute, memory, ... |
| 7 | Cerebras has been a true revelation when it comes to ... | https://news.ycombinator.com/item?id=45429098 | 3. Cerebras was designed in the pre-ChatGPT era where much smaller models were being trained. It is practically useless for training in 2025 because of how big ... |
Important pages
Pages earning the most estimated search traffic in the sample.
Website intelligence — Collected evidence
Prioritized website intelligence pages
Features
No supporting public-page evidence was collected for this category.
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | Cerebras Inference Pricing | https://www.cerebras.ai/pricing |
| pricing | Cerebras Inference Tier Pricing | https://www.cerebras.ai/pricing |
| pricing | Self-serve pay-as-you-go with free $5 credit to start \*\*\* | https://www.cerebras.ai/pricing |
| pricing | contact sales | https://www.cerebras.ai/pricing |
| pricing | \*\*\* Add a valid payment method to receive a one-time $5 promotional credit. The credit expires 30 days after activation. You will not be charged or automatically enrolled in paid usage. API and Playground access will pause when the credit expires or is exhausted unless you separately purchase PayGo credits. Promotional credits are non-transferable, have no cash value, and may be withheld or revoked in cases of fraud, abuse, or duplicate accounts._ | https://www.cerebras.ai/pricing |
| pricing | Developer Tier Pricing | https://www.cerebras.ai/pricing |
| pricing | $0.35/M tokens | https://www.cerebras.ai/pricing |
| pricing | $0.75/M tokens | https://www.cerebras.ai/pricing |
| pricing | $0.99/M tokens | https://www.cerebras.ai/pricing |
| pricing | $1.49/M tokens | https://www.cerebras.ai/pricing |
| pricing | Get started in minutes, test workloads with low latency, scale to real time applications, and move to production easily with simple controls and flexible pricing. | https://www.cerebras.ai/pricing |
Integrations and supported platforms
| Page type | Evidence | Source |
|---|---|---|
| integrations | We value your privacy | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | We use cookies to enhance your browsing experience, serve personalized content, and analyze our traffic. You can accept all cookies, reject nonessential cookies, or manage your preferences. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | For more details, see our Cookie Policy. Cookie Policy | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Manage Preferences Reject All Accept All | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Manage Preferences | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | You can manage how Cerebras uses cookies and similar technologies on this browser or device. Necessary cookies are required to operate the site, keep it secure, enable login, remember your cookie choices, and provide services you request. These cookies cannot be turned off in this preference center.... Show more | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | NecessaryAlways Active | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | These cookies are necessary for the website to function and cannot be disabled. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. This data is anonymized and aggregated to help us understand how the site is used. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Personalization | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | These cookies collect data about how you have interacted with our website to help us improve your web experience and to personalize the content and marketing message to be more relevant to your interests. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant advertisements on other sites. If you do not allow these cookies, you will experience less targeted advertising. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Reject All Confirm Preferences Accept All | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | [Skip to main content](#main-content) | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | General Compute Selects Cerebras to Bring Ultra-Fast Inference to Agentic Coding >> | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | ](/press-release/general-compute-selects-cerebras-to-bring-ultra-fast-inference-to-agentic-coding) | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Hugging Face Partners with Cerebras to Give Developers Access to Industry’s Fastest AI Inference for Open-Source Models | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Sunnyvale, CA — March 11, 2025 – Cerebras and Hugging Face today announced a new partnership to bring Cerebras Inference to the Hugging Face platform. HuggingFace has integrated Cerebras into HuggingFace Hub, bringing the world’s fastest inference to over five million developers on HuggingFace. Cerebras Inference runs the industry’s most popular models at more than 2,000 tokens/s – 70x faster than leading GPU solutions. Cerebras Inference models including Llama 3.3 70B, will be available to HuggingFace developers, enabling seamless API access to Cerebras CS-3 powered AI models. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Cerebras recently announced industry-leading speeds for Llama 3.3 70B, achieving over 2,200 tokens per second – 70 times faster than GPU-based solutions. Leading industry models like OpenAI o3-mini take minutes to generate reasoning answers – Cerebras Inference completes the same tasks at comparable accuracy in mere seconds. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | “We’re excited to partner with Hugging Face to bring our industry-leading inference speeds to the global developer community,” said Andrew Feldman, CEO, Cerebras. “By making Cerebras Inference available through Hugging Face, we’re empowering developers to work faster and more efficiently with open-source AI models, unleashing the potential for even greater innovation across industries.” | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-19T04:49:56.611Z. Movement appears after the next fresh analysis using the same location and language.
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| High-speed inference | Runs AI models at low latency for real-time applications S14. |
| Model training | Trains and fine-tunes models on wafer-scale clusters S41. |
| OpenAI-compatible API | Enables drop-in integration with existing OpenAI-based code S41. |
| Model catalog | Offers a broad catalog of models on public endpoint S41. |
| SDK and CSL | Provides software development kit for custom kernels S158. |
| PyTorch support | Runs PyTorch models with minimal code changes S158. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| OpenAI-compatible API | API | Drop-in compatibility for existing OpenAI-based applications S41 |
| Hugging Face | Integration | Access Cerebras-powered models directly from Hugging Face Hub S108 |
| AI synthesis | Integration | Run models via unified API through AI synthesis S108 |
| Vercel | Integration | Deploy and scale inference endpoints with low latency S108 |
| PyTorch | SDK | Run PyTorch models on CS-3 with minimal code changes S158 |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| reddit.com | 2 | 2 | 2.5 | cerebras, cerebras ai |
| finance.yahoo.com | 2 | 1 | 3 | cerebras |
| artificialanalysis.ai | 2 | 2 | 6 | cerebras, cerebras ai |
| news.ycombinator.com | 1 | 1 | 2 | cerebras |
| forbes.com | 1 | 1 | 3 | cerebras ai |
| robinhood.com | 1 | 1 | 4 | cerebras |
| huggingface.co | 1 | 1 | 4 | cerebras ai |
| tradingview.com | 1 | 1 | 6 | cerebras |
| aws.amazon.com | 1 | 1 | 6 | cerebras ai |
| medium.com | 1 | 1 | 7 | cerebras ai |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
Independent review sources discovered
No links to supported independent review platforms were discovered on the collected pages.
Backlink profile
Authority and referring-domain signals.
Backlink comparison profile
- Domain rating: 79/100
- Backlinks: 173,545
- Referring domains: 13,275
- Dofollow backlinks: 72.0%
- Dofollow referring domains: 75.0%
| Source DR | Source title | Anchor | Source URL | Target URL |
|---|---|---|---|---|
| 94 | META_TITLE_QUOTE | www.cerebras.ai | https://finance.yahoo.com/quote/CBRS/ | https://www.cerebras.ai/ |
| 97 | Perplexity AI | Cerebras Powers Perplexity Sonar with Industry's Fastest AI Inference | https://fr.wikipedia.org/wiki/Perplexity_AI | https://www.cerebras.ai/press-release/cerebras-powers-perplexity-sonar-with-industrys-fastest-ai-inference |
| 87 | Cerebras Systems Inc. (CBRS) Stock Price, Quote, News & Analysis \ | Seeking Alpha | www.cerebras.ai | https://seekingalpha.com/symbol/CBRS |
| 71 | MarketerHire: Hire the World's Best Expert Marketing Talent | Cerebras | https://marketerhire.com/ | https://cerebras.ai/ |
| 72 | Foundation Capital | — | https://foundationcapital.com/ | https://cerebras.ai/ |
| 44 | SVG Logos: Thousands of free brand logos & icons | Cerebras | https://svglogos.dev/ | https://cerebras.ai/ |
| 16 | Oussama Ammar \ | CEO of Naijm & Angel Investor | Cerebras logo Cerebras | https://oussamaammar.com/ |
| 37 | Alpha Wave Overview | Cerebras | https://alphawaveglobal.com/ | https://cerebras.ai/ |
| 82 | AI Data Center Fundamentals: What It Is and How It Works | Cerebras Wafer Scale Engine | https://www.keysight.com/blogs/en/tech/educ/ai-data-center | https://www.cerebras.ai/chip |
| 97 | GitHub - eugeneyan/open-llms: 📋 A list of open LLMs available for commercial use. · GitHub | Cerebras-AI model: A Family of Open, Compute-efficient, Large Language Models | https://github.com/eugeneyan/open-llms | <https://www.cerebras.ai/blog/cerebras-AI modela-family-of-open-compute-efficient-large-language-models/> |
Collection decision
The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 2.6%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
| — | — | All AI assistants |
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| other | Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs. | https://www.cerebras.ai/ |
| other | Introducing the all new Cerebras CS-4, a revolutionary rack-scale solution that delivers up to 30x faster inference compared to GPUs. Designed to be deployed at hyperscale, CS-4 is the world’s fastest infrastructure for frontier AI. | https://www.cerebras.ai/ |
| other | OpenAI’s compute strategy is to build a resilient portfolio that matches the right systems to the right workloads. Cerebras adds a dedicated low-latency inference solution to our platform. That means faster responses, more natural interactions, and a stronger foundation to scale real-time AI to many more people. | https://www.cerebras.ai/ |
| other | By partnering with Cerebras, we are integrating cutting-edge AI infrastructure \[…\] that allows us to deliver the unprecedented speed, most accurate and relevant insights available – helping our customers make smarter decisions with confidence. | https://www.cerebras.ai/ |
| other | For Notion, productivity is everything. Cerebras gives us the instant, intelligent AI needed to power real-time features like enterprise search, and enables a faster, more seamless user experience. | https://www.cerebras.ai/ |
| pricing | contact sales | https://www.cerebras.ai/pricing |
| integrations | For more details, see our Cookie Policy. Cookie Policy | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Hugging Face Partners with Cerebras to Give Developers Access to Industry’s Fastest AI Inference for Open-Source Models | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Sunnyvale, CA — March 11, 2025 – Cerebras and Hugging Face today announced a new partnership to bring Cerebras Inference to the Hugging Face platform. HuggingFace has integrated Cerebras into HuggingFace Hub, bringing the world’s fastest inference to over five million developers on HuggingFace. Cerebras Inference runs the industry’s most popular models at more than 2,000 tokens/s – 70x faster than leading GPU solutions. Cerebras Inference models including Llama 3.3 70B, will be available to HuggingFace developers, enabling seamless API access to Cerebras CS-3 powered AI models. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | “We’re excited to partner with Hugging Face to bring our industry-leading inference speeds to the global developer community,” said Andrew Feldman, CEO, Cerebras. “By making Cerebras Inference available through Hugging Face, we’re empowering developers to work faster and more efficiently with open-source AI models, unleashing the potential for even greater innovation across industries.” | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Why Fast and Accurate Open-Source AI Inference Matters | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Fast and precise AI inference is essential for a variety of applications, particularly as demand for higher token counts in inference increases with test-time compute and Agentic AI. Open-source models enable Cerebras to optimize these models for the CS-3, delivering developers faster and more accurate inference speeds— ranging from 10 to 70 times faster performance than GPUs. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | Cerebras Systems is a team of pioneering computer architects, computer scientists, deep learning researchers, and engineers of all types. We have come together to accelerate generative AI by building from the ground up a new class of AI supercomputer. Our flagship product, the CS-3 system, is powered by the world’s largest and fastest commercially available AI processor, our Wafer-Scale Engine-3. CS-3s are quickly and easily clustered together to make the largest AI supercomputers in the world, and make placing models on the supercomputers dead simple by avoiding the complexity of distributed computing. Cerebras Inference delivers breakthrough inference speeds, empowering customers to create cutting-edge AI applications. Leading corporations, research institutions, and governments use Cerebras solutions for the development of pathbreaking proprietary models, and to train open-source models with millions of downloads. Cerebras solutions are available through the Cerebras Cloud and on premise. For further information, visit cerebras.ai or follow us on LinkedIn or X. | https://www.cerebras.ai/news/hugging-face-partners-with-cerebras-to-give-developers-access-to-industry-s-fastest-ai-inference |
| integrations | For more details, see our Cookie Policy. Cookie Policy | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
| integrations | New Platform Integrations with Dataiku, Vercel, Portkey and TrueFoundry Accelerate Enterprise AI Adoption | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
| integrations | SUNNYVALE, Calif.--(BUSINESS WIRE)--Cerebras Systems, the pioneer in accelerating generative AI, today introduced its API Certification Program, with new strategic partnerships with leading API gateway and AI platform providers Dataiku, Vercel, Portkey, and TrueFoundry. These integrations bring Cerebras' industry-leading AI inference speeds—up to 70x faster than GPU-based solutions—directly to enterprise developers through unified, secure gateway platforms. | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
| integrations | > Cerebras today introduced its API Certification Program, with new strategic partnerships with leading API gateway and AI platform providers Dataiku, Vercel, Portkey, and TrueFoundry. | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
| integrations | The Cerebras API Certification Partner Program’s core objective is to democratize ultra-fast AI inference across the enterprise stack. By certifying API providers who meet strict performance, security, and operational criteria, Cerebras ensures that end users can rely on sub-50 ms inference at scale. Certified partners benefit from technical enablement, co-marketing, and a clear path to evolving from basic integration to full-stack, production-ready solutions. | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
| integrations | Dataiku LLM Mesh Integration | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
| integrations | Cerebras has integrated with Dataiku, The Universal AI Platform™, leveraging its LLM Mesh capabilities as a premier inference provider, giving enterprise data teams direct access to the world's fastest AI inference through Dataiku's secure API gateway. By combining Dataiku’s flexible, governed platform with Cerebras’ leading AI compute, organizations can now scale AI workloads with unmatched speed, while maintaining control, compliance, and business alignment. | https://www.cerebras.ai/press-release/cerebras-launches-api-certification-partner-program |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where reddit.com appears. | 2 first-page appearances across cerebras, cerebras ai |
Website intelligence — Collected evidence
Website evidence gaps
- features: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
No citation-grounded independent review links were found.
Customer proof
No named customers, testimonials, or customer case studies were found.
Independent mentions
- Tell HN: Avoid Cerebras if you are a founder / Hacker News — I was an Enterprise customer on their platform. Cerebras began terminating production models and replacing them every few months. This time they notified us they are terminating Llama 3.3 70B, which is the model my plan was subscribed to. ... Instead of offering us an alternative plan they told us all others are sold out and have kicked us off their platform. ... Their Discord support group has multiple Enterprise customers all getting the same treatment. Their own support staff is telling them
- Cerebras has been a true revelation when it comes to inference... / Hacker News — Cerebras has been a true revelation when it comes to inference. I have a lot of respect for their founder, team, innovation, and technology. The colossal size of the WS3 chip, utilizing DRAM to mind-boggling scale, it's definitely ultra cool stuff. I also wonder why they have not been acquired yet. Or is it intentional? I will say, their pricing and deployment strategy is a bit murky and unclear. Paying $1500-$10,000 per month plus usage costs? I'm assuming that it has to do with chasing and opt
- If you have a Cerebras Code subscription you can experience it right now. Indeed... / Hacker News — daily 24M token limitations really quickly when doing large scale changes on a codebase (essentially a ... /refactoring work). A lot of it was okay, but plenty had to be re-done and I still spotted some issues months down
- Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s / Hacker News — Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s / Hacker News Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s (cerebras.ai) 147 points by campers on Oct 25, 2024 / hide / past / favorite / 84 comments
- Cerebras makes CPUs with ~1 million cores, and they're inferring on that not on ... / Hacker News — Cerebras makes CPUs with ~1 million cores, and they're inferring on that not on GPUs. It's an entirely different architecture which means no network involved. It's possible they're doing this significantly from CPU caches rather than HBM as well.
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | CEO and co-founder, Lovable. | source |
| Contact and support | Contact us for a quote | source |
| Legal and privacy | You can manage how Cerebras uses cookies and similar technologies on this browser or device. Necessary cookies are required to operate the site, keep it secure, enable login, remember your cookie choices, and provide ser | source |
| Security and compliance | A broad catalog of models are available in the cloud and on-premise. Inference runs in-region — keeping you within your latency envelope, data residency obligations, and compliance frameworks. | source |
| Uptime and status page | Not published on the collected pages. | — |
| Domain registered | 2017-12-15 | — |
| Domain expires | 2029-07-05 | — |
Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Cerebras Systems and Cirrascale Cloud Services® Introduce Cerebras AI Model Studio to Train AI modelClass Models with 8x Faster Time to Accuracy, at Half the Price of Traditional Cloud Providers - Cerebras | Release notes | With Predictable Fixed Pricing, Faster Time to Solution, and Unprecedented Flexibility and Ease of Use, Customers Can Train GPU-Impossible Sequence Lengths and Keep Trained Weights ([source](https://www.cerebras.ai/press-release/cerebras-systems-and-cirrascale-cloud-services-introduce-cerebras-ai-model-studio-to-train-AI modelclass-models-with-8x-faster-time-to-accuracy-at-half-the-price-of-traditional-cloud-providers)) | Not dated |
| Cerebras Announces IPO Pricing at $185 per Share | Release notes | Cerebras announced its initial public offering of 30 million Class A shares at $185 per share, with trading expected on Nasdaq under ticker CBRS. (source) | Not dated |
| Cerebras Launches CePO, Enabling Realtime Reasoning Capabilities for Llama AI Models - Cerebras | Release notes | CePO enables Llama3.3 70B to outperform flagship Llama 3.1 405B model and leading closed source models (source) | Not dated |
| Cerebras | Release notes | Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs. (source) | Not dated |
| Cerebras Software Platform R1.2 is Out! - Cerebras | Release notes | Public product change history. (source) | Not dated |
| Cerebras Software Platform R1.7 is Out! - Cerebras | Release notes | Public product change history. (source) | Not dated |
Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Available in cloud and on-premise S41 | S41 |
| Platforms and apps | Web-based API and cloud service S41 | S41 |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | OpenAI-compatible API and SDK for custom kernels S41 S158 | S41 S158 |
| Data ownership and export | Not published on the collected pages. | — |
| Performance and reliability claims | Claims up to 30x faster inference than GPUs S41 | S41 |
| Release activity | Recent IPO and product launches S129 S162 | S129 S162 |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| Domain registered | 2017-12-15 — GoDaddy.com, LLC |
| Domain expires | 2029-07-05 |
| First archived | 2024-08-26 — web archive |
| TLS certificate | Let's Encrypt, valid, expires 2026-12-22 |
| Security headers | HSTS |
| Headers not served | CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Server header | Vercel |
| Mail handled by | cerebras-ai.mail.protection.outlook.com |
| Nameservers | ns04.domaincontrol.com, ns03.domaincontrol.com |
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 89/100
- Critical issues: 0
- Warnings: 33
- Notices: 2
Issues
| Severity | Issue | Value | Affected URL |
|---|---|---|---|
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/ |
| warning | Page should have one primary H1 | 0 | https://www.cerebras.ai/ |
| warning | Missing canonical URL | — | https://www.cerebras.ai/ |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/ |
| warning | Page should have one primary H1 | 0 | https://www.cerebras.ai/ |
| warning | Missing canonical URL | — | https://www.cerebras.ai/ |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/partners |
| warning | Page should have one primary H1 | 0 | https://www.cerebras.ai/build-with-us |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/press-release/general-compute-selects-cerebras-to-bring-ultra-fast-inference-to-agentic-coding |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/subscribe |
| notice | Low visible word count | 112 | https://www.cerebras.ai/subscribe |
| warning | Page should have one primary H1 | 5 | https://www.cerebras.ai/company |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/terms-of-service |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/privacy-policy |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/cookie-policy |
| warning | Title length should be reviewed | 8 | https://www.cerebras.ai/other-terms-and-policies |
| notice | Low visible word count | 128 | https://www.cerebras.ai/other-terms-and-policies |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/ |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/ |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/partners |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/press-release/general-compute-selects-cerebras-to-bring-ultra-fast-inference-to-agentic-coding |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/subscribe |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/terms-of-service |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/privacy-policy |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/cookie-policy |
| warning | Duplicate title in audit sample | 9 | https://www.cerebras.ai/other-terms-and-policies |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/ |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/ |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/partners |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/press-release/general-compute-selects-cerebras-to-bring-ultra-fast-inference-to-agentic-coding |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/subscribe |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/terms-of-service |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/privacy-policy |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/cookie-policy |
| warning | Duplicate meta description in audit sample | 9 | https://www.cerebras.ai/other-terms-and-policies |
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | Cerebras | 0 | 1104 | 393 ms | https://www.cerebras.ai/ |
| 200 | Cerebras | 0 | 1104 | 542 ms | https://www.cerebras.ai/ |
| 200 | Cerebras Customer Stories: Fast AI Inference at Scale | 1 | 537 | 535 ms | https://www.cerebras.ai/customer-spotlights |
| 200 | Cerebras | 1 | 243 | 527 ms | https://www.cerebras.ai/partners |
| 200 | Cerebras Inference Pricing \ | API and Enterprise Plans | 1 | 331 | 522 ms |
| 200 | Contact Cerebras: AI Inference and Wafer-Scale Systems | 0 | 172 | 371 ms | https://www.cerebras.ai/build-with-us |
| 200 | Cerebras | 1 | 547 | 423 ms | https://www.cerebras.ai/press-release/general-compute-selects-cerebras-to-bring-ultra-fast-inference-to-agentic-coding |
| 200 | Cerebras | 1 | 112 | 369 ms | https://www.cerebras.ai/subscribe |
| 200 | About Cerebras \ | AI Inference and Wafer-Scale Computing | 5 | 845 | 480 ms |
| 200 | Careers at Cerebras \ | Build the Future of AI Compute | 1 | 378 | 286 ms |
| 200 | Cerebras | 1 | 4677 | 640 ms | https://www.cerebras.ai/terms-of-service |
| 200 | Cerebras | 1 | 3183 | 339 ms | https://www.cerebras.ai/privacy-policy |
| 200 | Cerebras | 1 | 987 | 251 ms | https://www.cerebras.ai/cookie-policy |
| 200 | Cerebras | 1 | 128 | 344 ms | https://www.cerebras.ai/other-terms-and-policies |
| 200 | Newsroom: Press Releases & News \ | Cerebras | 1 | 258 | 529 ms |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 42.3% |
| search | 33.7% |
| search organic | 31.8% |
| search paid | 1.9% |
| social | 9.9% |
| social organic | 9.8% |
| social paid | 0.1% |
| referrals | 8.0% |
| paid referrals | 1.2% |
| 2.4% | |
| gen ai | 2.6% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
Collected pages do not mention specific competitors. Evidence gaps include lack of detailed security certifications, uptime statistics, and independent review ratings. Pricing details for enterprise tier are not public. Customer testimonials are quoted but not independently verified.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from cerebras.ai, including company, pricing, glossary, and press release pages. External proof search was performed but no third-party reviews were scraped. Limitations: some claims are marketing statements not independently verified.
- Official Websitehttps://www.cerebras.ai/Verified
- Official Websitehttps://www.cerebras.ai/companyVerified
- Official Websitehttps://www.cerebras.ai/glossary/what-is-ai-inferenceVerified
- Pricing Pagehttps://www.cerebras.ai/pricingVerified
- Pricing Pagehttps://www.cerebras.ai/glossary/cost-per-token-and-ai-price-performanceVerified
- Pricing Pagehttps://www.cerebras.ai/press-release/cerebras-systems-and-cirrascale-cloud-services-introduce-cerebras-ai-model-studio-to-train-gpt-class-models-with-8x-faster-time-to-accuracy-at-half-the-price-of-traditional-cloud-providersVerified
- Pricing Pagehttps://www.cerebras.ai/press-release/cerebras-systems-announces-pricing-of-initial-public-offeringVerified
- Official Websitehttps://www.cerebras.ai/developer-product-demosVerified
- Official Websitehttps://www.cerebras.ai/product-softwareVerified
- Official Websitehttps://www.cerebras.ai/blog/cerebras-software-platform-r1.2-is-outVerified
- Official Websitehttps://www.cerebras.ai/blog/cerebras-software-platform-r1.7-is-outVerified
- Official Websitehttps://www.cerebras.ai/blog/cerebras-systems-overview-andy-hock-vp-product-managementVerified
- Official Websitehttps://www.cerebras.ai/news/darpa-selects-cerebras-to-deliver-next-generation-real-time-compute-platform-for-advancedVerified
- Official Websitehttps://www.cerebras.ai/press-release/cerebras-launches-cepo-enabling-realtime-reasoning-capabilities-for-llama-ai-modelsVerified
- Official Websitehttps://www.cerebras.ai/press-release/cerebras-partners-with-carahsoft-and-joins-department-of-defense-s-tradewinds-solutionsVerified
- Articlehttps://news.ycombinator.com/item?id=46707904Verified
- Articlehttps://news.ycombinator.com/item?id=45429098Verified
- Documentationhttps://news.ycombinator.com/item?id=48212081Verified
- Articlehttps://news.ycombinator.com/item?id=48211969Verified
- Articlehttps://news.ycombinator.com/item?id=41941883Verified
- Articlehttps://news.ycombinator.com/item?id=42179501Verified