Model APIs and platforms
Cohere: review, pricing, data and alternatives
Cohere lets businesses deploy assistants on their data and generate answers from documents. It also turns content into search vectors, reranks results by relevance, and connects models to tools. A free tier exists. Access and transparency score: 58/100, #13 of 23 in its category.
| Access | 15/30 | |
|---|---|---|
| Openness | 20/30 | |
| Trust | 23/40 |
What is Cohere?
Cohere lets businesses deploy assistants on their data and generate answers from documents. It also turns content into search vectors, reranks results by relevance, and connects models to tools.
According to its documentation, Cohere lets you:
- generate answers from documents
- turn content into search vectors
- rerank results by relevance
- connect models to tools
- deploy assistants on company data
We file it under Model APIs and platforms, the category of tools to access models through an API, and it also overlaps with enterprise search and aI agent builders. The category lists 23 verified tools on this site.
The publisher is Cohere Inc., based in Canada.
Who is it for?
It is mostly useful to these profiles: developers and data analysts. The need it covers is simple to state: access models through an API.
Cohere is a good candidate if:
- you want to try before paying
- you plan to connect it to your tools or automations through its API
The best test is a concrete case from your daily work: if the tool does not beat your current method within a week, move on to an alternative.
How much does Cohere cost?
Pricing model: freemium (limited free use, then paid). A free plan is offered, usually limited in volume or features.
The entry price is not shown publicly: you have to contact the publisher or create an account to see it.
To estimate what the same work would cost done directly with an AI model, use our API price calculator. Prices change often: always check the official site before subscribing.
Data and privacy
According to its privacy policy, data is processed in several regions depending on the plan.
Exporting your content: yes (details on the official site). Being able to get your data back makes switching tools easier later.
Three habits apply to every AI tool:
- turn off the use of your content for training if the option exists
- use a work account separate from your personal account
- review everything the tool produces before publishing or sending it
Platforms, languages and API
Cohere runs on: web browser and API.
Interface languages: English.
A public API lets you call it from your own programs or an automation tool, and plug it into an AI agent.
How we scored it
Our 58/100 score does not judge output quality: it measures what can be publicly verified about access to the tool, its openness and how far the publisher can be trusted.
| Criterion | Points | What counts |
|---|---|---|
| Access | 15/30 | free tier, published price, French interface |
| Openness | 20/30 | API, data export, open code |
| Trust | 23/40 | identified publisher, declared hosting, age, presence in reference lists |
The full calculation is explained on our method page.
Comparison with alternatives
Cohere against other tools in the model APIs and platforms category:
| Tool | Free | Entry price | API | Score |
|---|---|---|---|---|
| Cohere | Yes | not published | Yes | 58 |
| Prodia | Yes | $0 pay as you go | Yes | 78 |
| Groq | Yes | $0.03 pay as you go | Yes | 76 |
| Hugging Face | Yes | $9 per month | Yes | 75 |
| Together AI | Yes | $0 pay as you go | Yes | 71 |
| Baseten | Yes | $0.1 pay as you go | Yes | 68 |
| Cloudflare Clef | Yes | $0.04 pay as you go | Yes | 68 |
| fal | Yes | $0 pay as you go | Yes | 68 |
Verdict
Cohere is a decent option; compare its price and terms with the category leaders.
Strengths
- Free tier to try it
- Public API
Limitations
- Price not published
Alternatives
- Prodiafree tier
- Groqfree tier
- Hugging Facefree tier
- Together AIfree tier
- Basetenfree tier
- Cloudflare Cleffree tier
Categories and jobs
Learn more
Frequently asked questions
Is Cohere free?
Yes, a free plan exists, with usage limits.
Where is Cohere data stored?
According to the publisher, in several regions depending on the plan.
Does Cohere have an API?
Yes, a public API is documented.
What are the alternatives to Cohere?
In the same category: Prodia, Groq, Hugging Face, and Together AI.
Cohere or Prodia: which one to choose?
Our score is 58/100 for Cohere and 78/100 for Prodia. Try both on the same task before paying.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score