Prompt Pricing vs
Cohere Tokenizer
Cohere's tokenizer API counts tokens for Cohere models like Command R and Command R+. Prompt Pricing instead lets you compare prompt cost across every major LLM provider in one place — Claude, GPT, Gemini — with a dollar figure attached.
Try Prompt Pricing (Free) →Prompt Pricing vs Cohere Tokenizer — Feature Comparison
| Feature | Prompt Pricing | Cohere Tokenizer |
|---|---|---|
| Covers Cohere models | No | Yes — Command, Command R/R+, Embed |
| Covers Claude / GPT / Gemini | Yes | No |
| Returns dollar cost | Yes | No — token IDs / count only |
| Requires API key | No | Yes (Cohere account + key) |
| Side-by-side multi-provider view | Yes | No |
| Best for Cohere-specific projects | No | Yes — authoritative source |
| Free | Yes, no signup | Free tier; requires account |
Pick Prompt Pricing when…
You're choosing between Claude, GPT-4o, and Gemini for a new feature and want a head-to-head dollar comparison. Paste once, see every provider's cost — no API keys, no signup, no math.
Pick Cohere Tokenizer when…
You are already building on Cohere Command R or Command R+ and want byte-perfect token counts straight from the official source. The Cohere tokenizer API is the only tool that handles their proprietary tokenization correctly.
Ready to try Prompt Pricing?
Count tokens AND see dollar cost — across Claude, GPT, Gemini, not just Cohere. Free, no signup, runs in your browser.
Open Prompt Pricing →Or visit Cohere Tokenizer if you prefer their workflow.
Frequently Asked Questions
Which is better for comparing Claude vs Cohere prompt cost — Prompt Pricing or the Cohere Tokenizer?
Prompt Pricing, because the Cohere Tokenizer only tells you the token count for Cohere models; it does not return dollars and does not cover Claude. Prompt Pricing covers Claude, GPT, Gemini, and Cohere-tier prices in one table.
Is the Cohere Tokenizer free?
The Cohere Tokenize API is included in the free Cohere account tier, but you need to create a Cohere account and supply an API key.
When should I use the Cohere Tokenizer?
When you're shipping a feature on a Cohere model (e.g. Command R+) and need exact token counts for the actual tokenizer in production. Other tools only approximate Cohere tokenization.
Does Prompt Pricing include Cohere models?
We focus on the three most-asked providers (Claude, OpenAI, Gemini) but Cohere pricing is on the roadmap. Until then, combine Cohere Tokenizer with their public price list at cohere.com/pricing.
Can Prompt Pricing replace running tokenize on each provider?
For ballpark cost decisions yes — we tokenize using each provider's rules and multiply by their live rate. For byte-perfect counts in production code, prefer the provider's own tokenizer endpoint.