Rerank 3.5 vs Embed 4
Side-by-side API pricing comparison · Cohere vs Cohere
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Rerank 3.5 is 500% cheaper on blended cost ($0.020 vs $0.120/Mtok)
Rerank 3.5
by Cohere
Current embeddingInput
$0.020/Mtok
Output
$0.020/Mtok
✓ Cheaper
| Blended avg | $0.020/Mtok |
|---|---|
| Context | — tokens |
| Modality | text |
| Parameters | Proprietary |
| Released | Mar 1, 2025 |
Embed 4
by Cohere
Current embeddingInput
$0.120/Mtok
Output
$0.120/Mtok
| Blended avg | $0.120/Mtok |
|---|---|
| Context | — tokens |
| Modality | text, image |
| Parameters | Proprietary |
| Released | Jun 1, 2025 |
Cost at scale — 1M tokens (50/50 input/output)
| Volume | Rerank 3.5 | Embed 4 | Savings |
|---|---|---|---|
| 1M tokens | $0.02 | $0.12 | $0.1 (83.3%) |
| 10M tokens | $0.2 | $1.2 | $1 (83.3%) |
| 100M tokens | $2 | $12 | $10 (83.3%) |
| 1000M tokens | $20 | $120 | $100 (83.3%) |
Summary
Rerank 3.5 by Cohere costs $0.020/Mtok input and $0.020/Mtok output, with a —-token context window. It supports text input.
Embed 4 by Cohere costs $0.120/Mtok input and $0.120/Mtok output, with a —-token context window. It supports text, image input.
On a blended cost basis, Rerank 3.5 is 500% cheaper than Embed 4.
Note: Pricing is per million tokens. Actual costs vary with usage patterns, prompt caching, and batch discounts. Always verify against official provider pricing pages.