Side-by-side comparison of AI visibility scores, market position, and capabilities
Nomic AI's nomic-embed leads open-source embedding benchmarks while its Atlas platform visualizes millions of AI dataset points, with $17M raised and widespread adoption for RAG and data understanding.
Nomic AI develops open-source embedding models and data visualization tools for AI/ML practitioners. Its nomic-embed-text and nomic-embed-vision models consistently rank at the top of the MTEB (Massive Text Embedding Benchmark), providing state-of-the-art semantic search and RAG retrieval at fully open-source with no usage restrictions. The models support 8192 token context — significantly longer than OpenAI's ada-002 — enabling full document embedding without chunking.
Scaleway is a French cloud provider under Iliad Group with ~€150M estimated revenue. Focused on European data sovereignty and GPU cloud for AI. HQ: Paris. Founded 1999.
Scaleway is a French cloud computing provider and subsidiary of Iliad Group, the telecommunications and technology conglomerate founded by billionaire Xavier Niel. Originally launched as Online.net in 1999 and rebranded as Scaleway in 2015, the company has grown into one of Europe's leading independent cloud providers, positioning itself as the European alternative to US hyperscalers for GDPR-sensitive workloads.
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