Together AI vs Replicate

By valuation, Together AI is the larger company at $3.3B versus $350M — a 9.4x difference. Size can also be measured by team: Together AI employs 100 people while Replicate has 50 employees.

Together AI has raised more in total funding at $533.5M, compared to Replicate's $57.8M — a gap of $475.7M. Combined, the two companies have completed 6 known funding rounds.

Together AI leads with an Awaira Score of 77/100, while Replicate sits at 74/100. That 3-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Together AI was founded by Ce Zhang in 2022. Replicate was founded by Ben Firshman in 2019. Visit each company's profile on Awaira for a full founder biography.

Together AI: Together AI is an AI infrastructure company founded in 2022 that provides cloud-based platforms for training, fine-tuning, and deploying large language models. The company operates a managed inference service and model hosting platform that enables developers and enterprises to run open-source and proprietary models at scale. Together AI's core offering allows customers to access GPU compute resources specifically optimized for LLM workloads without building infrastructure in-house. The company positions itself in the competitive inference and model deployment segment, competing with services like Replicate, Modal, and cloud providers' native ML offerings. Together AI emphasizes open-source model support and cost-efficient inference through optimized serving techniques. The platform supports popular models including Llama, Mistral, and other community-developed architectures. With $228 million in total funding and a $1.3 billion valuation as of its Series B stage, Together AI has secured substantial capital to expand its infrastructure and product capabilities. The company serves use cases spanning application development, research, and enterprise deployment scenarios. Its growth trajectory reflects increased demand for accessible LLM infrastructure alternatives to proprietary API providers, though the market remains highly competitive with low switching costs and commoditizing pricing dynamics. Together AI addresses the infrastructure gap for organizations seeking open-source LLM deployment alternatives to closed commercial APIs. Replicate: Replicate is an AI infrastructure company founded in 2019 that provides a platform for deploying and running machine learning models at scale. The company operates a marketplace where developers can discover, deploy, and integrate open-source and custom AI models through a simple API interface. Replicate's core offering enables users to run computationally intensive models without managing underlying infrastructure, abstracting away GPU provisioning and scaling complexities. The platform supports a wide range of model types, including image generation, text processing, audio, and video models. Notable models hosted on Replicate include Stable Diffusion and other generative AI tools. The company targets developers, researchers, and companies building AI applications who need reliable model serving without infrastructure overhead. Replicate has raised $63 million in total funding and carries a valuation of $300 million, indicating Series B stage maturity. The company operates in the competitive AI infrastructure space alongside platforms like Hugging Face, Modal, and Together AI. Its positioning focuses on accessibility and ease of use for model deployment rather than custom model development. The company's growth trajectory reflects increasing demand for AI model serving solutions as generative AI adoption accelerates across industries. Replicate serves as an intermediary layer between model creators and application developers. Replicate democratizes access to pre-trained AI models through a consumption-based API platform, eliminating infrastructure barriers for developers.

Replicate got there first, launching in 2019 — that's 3 years of extra runway. Together AI didn't arrive until 2022. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Together AI has about 100 employees; Replicate has about 50. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both Together AI and Replicate compete in AI Infrastructure, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.