Superb AI vs Pinecone

Pinecone has a disclosed valuation of $750M, while Superb AI's valuation is not publicly available, making a direct size comparison difficult. Pinecone employs 150 people.

Pinecone has raised more in total funding at $138M, compared to Superb AI's $42.8M — a gap of $95.2M. Combined, the two companies have completed 7 known funding rounds.

Pinecone leads with an Awaira Score of 76/100, while Superb AI sits at 60/100. That 16-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Superb AI was founded by Hyun Kim in 2018. Pinecone was founded by Edo Liberty in 2019. Visit each company's profile on Awaira for a full founder biography.

Superb AI: Superb AI provides an AI data labelling and dataset management platform that combines annotation tools with AI-assisted labelling automation, quality assurance workflows, and dataset analytics for computer vision AI development teams. The Seoul and San Francisco company Suite product covers image, video, and 3D point cloud annotation across bounding box, segmentation, keypoint, and polygon annotation types, targeting autonomous vehicle, robotics, and AI product companies that require high-quality labelled datasets at scale.\n\nThe company raised approximately $70 million in a Series C round from investors including SoftBank Ventures Asia, Kakao Ventures, and Madrona Venture Group. Superb AI has expanded its platform beyond annotation tooling to include dataset management, model evaluation, and AI-assisted label suggestion that reduces the manual effort required per annotation through model-assisted pre-labelling followed by human review.\n\nSuperb AI competes in the AI data platform market against Scale AI, Labelbox, Encord, and V7, as well as annotation services providers that offer managed labelling workforce services. Its Korean origin has provided access to the automotive and manufacturing AI market in Korea, where companies including Hyundai, Kia, and LG Electronics are significant purchasers of AI training data and annotation services. The company dual San Francisco and Seoul presence reflects its strategy of serving both Korean enterprise clients and the global AI development market from a single platform. Pinecone: Pinecone is a vector database platform founded in 2019 that enables developers to build and deploy AI applications using vector embeddings. The company provides a fully managed cloud service that indexes and searches high-dimensional vector data at scale, serving as critical infrastructure for retrieval-augmented generation (RAG) and other machine learning workflows. Pinecone's core offering allows applications to store, index, and query embeddings generated from text, images, and other data types, facilitating semantic search and similarity matching capabilities essential for modern AI systems. The platform operates in the rapidly expanding vector database market, competing with alternatives including Weaviate, Milvus, and cloud provider solutions. Pinecone's approach emphasizes ease of use through a serverless architecture that abstracts infrastructure complexity, targeting developers building generative AI applications without deep database expertise. The company has achieved significant adoption among enterprises and startups applying large language models for production systems. As of the latest disclosed information, Pinecone has raised $138 million in funding and holds a valuation of $800 million. The company remains in Series B stage, indicating substantial market validation while operating in the pre-profitability phase typical of infrastructure software companies. Its growth trajectory reflects increasing demand for vector storage solutions as enterprises integrate AI models into production workflows. Pinecone's serverless vector database architecture uniquely abstracts infrastructure complexity for developers building retrieval-augmented generation systems at scale.

Superb AI got there first, launching in 2018 — that's 1 year of extra runway. Pinecone didn't arrive until 2019. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Superb AI has about 100-500 employees; Pinecone has about 150. 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 Superb AI and Pinecone compete in AI Data, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.