Embed 5 Embed 5 is Cohere’s new family of frontier embedding models offered in Pro (maximum quality) and Fast (low-latency, high-throughput) variants that share a single embedding space. The models support multimodal inputs, 100+ languages, 128k context, Matryoshka dimensions, and compressed outputs, delivering state-of-the-art retrieval on financial filings, parsed PDFs, visually rich documents, and code.