Coherevs
OpenAI API
OpenAI API: Leading large language model API (GPT-4, GPT-3.5) with strong performance across tasks, fine-tuning capabilities, and the largest ecosystem of third-party integrations.
Cohere
Enterprise AI platform for NLP
As of 30 August 2026, Cohere has a free plan and paid plans start at $0.4/per-million-tokens. Enterprise-focused AI platform offering language models for search, summarization, and generation. Softwr lists it under Machine Learning. Cohere is launched in 2019, available on API, Web.
Overview
What Cohere does
Enterprise-focused AI platform offering language models for search, summarization, and generation. Cohere provides customizable models optimized for business applications.
What people use it for
- ai tools management
- Workflow automation
- Reporting
Related searches
The honest half
Where it falls short
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Cohere.
- API-only service with no self-hosted options for most users
- Trial tier severely limited at 1,000 calls per month
- Smaller context window compared to some competing APIs
- Less emphasis on safety and alignment compared to competing APIs
Cross-shopped
What people choose instead of Cohere
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.
- CoherevsAnthropic API
Anthropic API: Large language model API with strong reasoning capabilities, Constitutional AI training for safety, and competitive pricing on input tokens.
- CoherevsReplicate
Replicate: Unified API for accessing multiple open-source and commercial models, providing cost-effective alternatives to proprietary LLMs with flexible deployment options.
Pricing
What Cohere costs
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Free Trial
Free
- Rate limited
- Evaluation
Production
$0.4 /per-million-tokens
- Full access
- SLA
Capabilities
Features
Generate
Embed
Rerank
Classify
REST API
Integration with REST API
SDKs
Integration with SDKs
Cloud deployment
Integration with Cloud deployment
Api support
Available on api
Cloud support
Available on cloud
Answered, with sources
Questions people ask
Each answer names the page it came from, so you can check it rather than take our word for it.
Does Cohere offer a free tier?
Yes. Cohere provides Trial API keys that allow 1,000 free API calls per month across all models and endpoints. Trial keys are rate-limited to 20 requests per minute for Chat endpoints and 5-10 requests per minute for other endpoints, and cannot be used for production or commercial purposes.
SourceWhat is the cost structure for production use?
Cohere uses pay-as-you-go pricing based on tokens consumed. Costs vary by model: Command costs from 0.15 to 2.50 USD per 1M input tokens, with output tokens priced higher. Embed models cost 0.10 USD per 1M input tokens. Production keys have monthly billing with invoices at month-end or when charges reach 250 USD.
SourceCan I self-host Cohere models?
No. Cohere operates as an API-only platform. However, enterprise customers can arrange dedicated or managed deployments through the Model Vault platform starting at 4.00 USD per hour with custom pricing for dedicated instances.
SourceWhat are the main differences between Cohere and Claude API?
Cohere excels in cost-effective NLP applications and retrieval-augmented generation (RAG) capabilities. Claude API emphasizes reasoning and safety with Constitutional AI training. Cohere's Command R+ offers similar performance to GPT-4 at 40-50 percent lower cost, while Claude focuses on factual accuracy and transparency.
SourceBehind it
Who makes Cohere
- Company
- Cohere
- Based in
- Toronto, Canada
Keep looking
Where to go from Cohere
- Cohere alternativesEvery product people weigh against it
- Cohere pricingPlans, floors and what the tiers exclude
- Cohere badgesWhich rules it meets, and the figure behind each
- All Machine Learning softwareThe full category
- Best Machine Learning softwareThe shortlist, and how it was cut
Best Machine Learning software for
Compare Cohere with
- OpenAI API
- Snowflake
- Fal AI
- DataRobot
- Palantir Foundry
- Domino Data Lab
- H2O.ai
- Semantic Kernel
- SAS
- Dataiku
- Alteryx
- Weights & Biases
- Anaconda
- DVC
- Domino Data Lab
- H2O.ai
- Azure Machine Learning
- Alteryx
Other Machine Learning software
Hosted API for OpenAI's language, embedding, image and audio models, billed per token
From $0.15/million-tokens14 researched notesBrowser-based platform where visual data preparation and written code share one pipeline
Free plan14 researched notesGit-style versioning for data sets and models, with the files kept in object storage
Free plan14 researched notesMicrosoft's managed platform for training, tracking and deploying models on Azure
Free plan13 researched notes
Softwr does not host reviews and shows no star rating for Cohere, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
More on Cohere
Cohere alternatives
What people switch to, and what they give up
Cohere pricing
Every tier, and where the cost actually lands
Compare Cohere
Put it head to head with anything we hold
Cohere badge
Its rating, and an embed for your own site
Best Machine Learning software alternatives
Open-source MLOps platform for experiment tracking and orchestration
Open-source self-hosted, with paid hosted and enterprise tiers
LLM engineering platform for testing and evaluating AI agents in production
Tiered subscription with usage-based overage charges
Open-source AI orchestration framework for LLM applications
Open-source with optional paid enterprise support
The world's most popular data science platform
