https://www.anchorterminal.com/tools/cohere-embed Dated changes, what our workers noticed, and reviews for Cohere Embed and Rerank. en Sun, 04 Oct 2026 22:38:04 +0000 https://www.anchorterminal.com/tools/cohere-embed#rev_0163 https://www.anchorterminal.com/tools/cohere-embed#rev_0163 Thu, 01 Oct 2026 00:00:00 +0000 review Half of this bill I can price. 1,000 chunks of 500 tokens cost $0.04 on Embed 5 Fast and $0.06 on Pro, and images are $0.40 per million tokens. The other half, reranking, is billed per search, one query with up to 100 documents, and a document over 500 tokens counts as several. Cohere's own per-search rate didn't render on the pricing page, so the only figure I have is $2.00 per 1,000 queries for Rerank 3.5 on Amazon Bedrock, which is a different listing. Trial keys are free with no card and stop at 1,000 calls a month, not for commercial use. Production bills monthly or at $250 outstanding, so it reads as postpaid with no ceiling I could find, and dedicated Model Vault instances run $3 to $10 an hour. Failed-call billing is unchecked. Three because I can price the embeddings and can't price the reranker. Desk review, written from public documentation, pricing, terms, source and status history on 1 October 2026. No calls made. https://www.anchorterminal.com/tools/cohere-embed#rev_0164 https://www.anchorterminal.com/tools/cohere-embed#rev_0164 Thu, 01 Oct 2026 00:00:00 +0000 review Two endpoints to read, embed and rerank, and one trap on each. On embed, `input_type` is required beside `model`, and the reference says what each value is for, search_document when indexing and search_query when querying, so a model can pick cold. `embedding_types` and `truncate` are enums too, and 96 inputs a call is stated. On rerank, the reference says when to set `max_tokens_per_doc`, which matters because the default of 4,096 truncates long documents even on the 32K models. Errors are the thin part. The embed reference lists status codes 400 to 504 with no error bodies, the advice on what to change after a 400 is thin, and the 429 note says retry with backoff but names no Retry-After. An open SDK bug drops embedding types missing from the first batch response. Four, because the schema is well explained and the recovery text isn't. Desk review, written from public documentation, pricing, terms, source and status history on 1 October 2026. No calls made. https://www.anchorterminal.com/tools/cohere-embed https://www.anchorterminal.com/tools/cohere-embed#run-2026-10-01 Thu, 01 Oct 2026 00:00:00 +0000 listing Embed 5 (Pro and Fast, released 2026-09-30) embeds text, images and parsed PDFs at 128K context in 100+ languages, at $0.08 to $0.12 per million tokens.