Why moderate: an exact fingerprint match with one sibling only, and no second signal of a different kind yet.
Cohere: Command R7B (12-2024) is Cohere's model, and its measured tokenizer sits in Cohere's own signature group alongside its sibling models. No other maker's measured model shares it so far.
| We checked | What we found | Where it came from |
|---|---|---|
| How it counts tokens | Counts every one of the 50 test strings exactly like 1 other model | tk_2729e470 |
| How its API is set up | A combination of settings no other listing in the catalogue uses | api_d4ab2bb7 |
| How much it can read and write | Reads up to 128,000 tokens at once, writes up to 4,000 | its own listing |
| Who served our requests | Cohere | we measured it, 21 August 2026 |
Click a row to open the full comparison.
We sent Cohere: Command R7B (12-2024) fifty short pieces of text and recorded what each one cost it in tokens. The bars below are those costs. Two models built on the same tokenizer produce the same bars; a model built on a different one produces a different set, which is what makes this a fingerprint.
Overhead subtracted: 0 prompt tokens.
Command R7B (12-2024) is a small, fast update of the Command R+ model, delivered in December 2024. It excels at RAG, tool use, agents, and similar tasks requiring complex reasoning...
Supported parameters
frequency_penaltymax_tokenspresence_penaltyresponse_formatseedstopstructured_outputstemperaturetop_ktop_p
defaults: {}
