Compare / Anthropic vs Sierra
AT A GLANCE
FUNDING HISTORY
Anthropic
Sierra
BUSINESS MODEL
Anthropic
Anthropic makes money through API access and subscriptions, similar to OpenAI. The Claude API charges developers per token for input and output.
Claude Pro costs $20/month for individuals with priority access and higher usage limits. Claude Team is $25-30/user/month for businesses.
Claude Enterprise offers custom pricing with enhanced security, admin controls, and longer context windows. Amazon Web Services resells Claude through Amazon Bedrock and Google Cloud offers it through Vertex AI, both generating revenue-sharing income for Anthropic.
Sierra
Companies pay Sierra to run their customer service with AI agents instead of hiring rooms full of humans. The agent talks to your customers over chat.
It answers questions. It processes returns.
It updates subscriptions. Here is the clever part.
Sierra charges based on outcomes, not seats. Brands pay when the AI actually resolves a problem, not just for having the software installed.
That pricing is unusual. Most software charges a flat monthly fee no matter what.
Sierra only gets paid when the bot does the job.
HOW THEY STARTED
Anthropic
Dario Amodei was VP of Research at OpenAI. His sister Daniela Amodei was VP of Operations.
They were two of the most senior people at the company. In 2020-2021, they grew increasingly concerned that OpenAI was prioritizing commercialization over safety research.
The board crisis that would eventually happen in 2023 was already brewing beneath the surface — the tension between "move fast and ship products" and "slow down and do the safety work" was real.
In early 2021, Dario and Daniela left OpenAI and took a group of key researchers with them. They founded Anthropic as a public benefit corporation — a structure that legally requires the company to consider its impact on society, not just shareholder returns.
The name comes from "anthropic principle" in physics — the idea that the universe's fundamental parameters seem fine-tuned for human existence.
The founding thesis was simple: AI was going to become incredibly powerful whether anyone wanted it to or not. The safest path was to have a safety-focused lab at the frontier of capabilities, not watching from the sidelines.
Build the most powerful AI you can, but build it with safety baked into every layer.
Sierra
Bret Taylor had already done the impossible twice. He co-created Google Maps.
He later became co-CEO of Salesforce, chaired Twitter's board during the messy Elon Musk takeover, and became chairman of OpenAI in late 2023. Clay Bavor spent 18 years at Google, most recently running its Labs group.
The two friends left their big jobs in 2023 to build something together. They picked customer service on purpose.
It is the least glamorous corner of software. Their logic was simple.
Companies hate their support costs. Customers hate waiting on hold.
AI that actually resolves problems could fix both sides at once. They launched Sierra in February 2024 with $110 million from Sequoia and Benchmark.
HOW THEY GREW
Anthropic
Anthropic grew through a deliberate "safety as a brand" strategy. While OpenAI chased consumer virality with ChatGPT, Anthropic positioned Claude as the thoughtful, reliable, safety-conscious alternative.
Developers who found ChatGPT inconsistent or who worried about data privacy gravitated to Claude.
The enterprise partnerships were the real growth engine. Amazon has put $8 billion in and made Claude a featured model on Amazon Bedrock.
Google has invested billions more and integrated Claude into Google Cloud. These partnerships gave Anthropic instant distribution to millions of enterprise developers without building a sales team.
Claude's strength in specific use cases drove adoption. Claude became known as the best AI for long-document analysis, subtle writing, and careful reasoning.
Law firms, financial analysts, researchers, and enterprise customers who needed accuracy over speed chose Claude. The reputation for quality over flash built a loyal and growing user base.
Sierra
Sierra went straight for big brands, not tiny startups. SoFi, Ramp, ADT, Sonos and Brex signed up early.
By 2026 it said more than 40% of the Fortune 50 were customers. The trick was trust.
Enterprises are terrified of an AI bot going rogue and insulting a customer. So Sierra built guardrails and let each company control exactly how the agent behaves.
Bret Taylor's contacts did the rest. When the chairman of OpenAI calls a Fortune 500 CEO, they pick up.
Sierra hit $100 million in annual recurring revenue in November 2025, seven quarters after launch, and $150 million by February 2026. In April 2026 it launched Ghostwriter, which builds and deploys a new agent from a plain-English description.
THE HARD PART
Anthropic
The funding arms race is existential. Training frontier AI models costs billions.
Anthropic has raised tens of billions and needs to keep raising because each generation of Claude costs more to train. If a funding round fails or investors lose confidence, Anthropic can't compete at the frontier.
The company is in a spending war with OpenAI (backed by Microsoft) and Google (with DeepMind) — two of the richest companies in history.
Being second in consumer awareness hurts. ChatGPT is a household name.
Claude is not. Most non-technical people have never heard of Anthropic.
This matters because consumer brand recognition drives enterprise adoption — CIOs buy what they've heard of. Anthropic has to fight for mindshare against a competitor with a massive head start in public awareness.
The safety-capabilities tension is real. Anthropic's entire brand is built on being the "safe" AI company.
But to stay competitive, they must build increasingly powerful models. Every capability improvement creates new risks.
If Anthropic ships something that causes harm, the reputational damage is catastrophic because safety is their core promise. If they move too slowly, they become irrelevant.
Sierra
Everyone is building AI customer service agents right now. Decagon has raised at a multi-billion valuation.
Salesforce, ServiceNow and Intercom all shipped their own agents. Sierra is not the cheap option.
It sells premium AI to giant companies that move slowly. The bigger risk sits underneath the product.
Sierra does not make its own AI models. It rents them from providers like OpenAI and Anthropic.
If those model makers decide to compete directly, Sierra's edge gets thin fast, and its co-founder chairing one of them only makes that question louder. A $15.8 billion valuation on roughly $150 million in revenue leaves almost no room for a stumble.
THE PRODUCTS
Anthropic
Claude is the flagship AI assistant — available via web app, mobile app, and API. Claude excels at long-document analysis, coding, writing, and reasoning.
Claude's context window runs to 1 million tokens on its largest-context models, which is thousands of pages in one go. The Claude API lets developers build applications powered by Claude.
Claude for Enterprise provides businesses with a private, secure deployment. Constitutional AI is Anthropic's research framework for training AI systems to be helpful, harmless, and honest — the safety methodology that differentiates Claude from competitors.
Sierra
The core product is the Sierra AI agent. It is a branded customer service bot that companies deploy on their website, app, and phone lines.
It handles the boring stuff. Order tracking.
Refunds. Password resets.
Account changes. Sierra also built its own tools to test and monitor these agents so they do not make things up.
In 2024 the company added a voice version that talks to customers on the phone. In April 2026 it added Ghostwriter, a tool that builds and deploys a new agent from a plain-English description.
The whole pitch is one AI agent that carries your brand's name and never sleeps.
WHO BACKED THEM
Anthropic
Google ($3B+), Amazon ($8B), Spark Capital, Salesforce, Menlo Ventures, SK Telecom, Lightspeed
Sierra
Sequoia Capital and Benchmark wrote the first checks at launch in February 2024, $110 million between them. Greenoaks Capital then led both the $175 million round in 2024 and the $350 million round in September 2025.
In May 2026 Tiger Global and Google's GV led a $950 million round at a $15.8 billion valuation, with Benchmark, Sequoia and Greenoaks back in. That takes total funding to about $1.6 billion.
That is partly the product and partly Bret Taylor. Investors bet on founders who have already built billion-dollar things.