Amazon Comprehend vs Cohere
On the evidence we track, Cohere leads this comparison with a composite score of 70/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for nlp apis. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Amazon Comprehend
Amazon Comprehend is an AWS managed service that analyzes unstructured text to identify entities, sentiment, key phrases, topics, language, and personally identifiable information. It offers pre-built APIs for common NLP tasks and custom model training capabilities for domain-specific document classification and entity extraction.
Cohere
LeaderA comprehensive enterprise AI platform featuring generative language models that can be deployed on your own infrastructure, through cloud providers, or as a managed dedicated service with end-to-end encryption and complete data autonomy.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Amazon Comprehend
Usage-based pricing starting at $0.0001 per unit for standard APIs. Free tier provides 50K units per API per month for 12 months. Custom models charged separately.
- Standard APIsFree
- Entity recognition
- Sentiment analysis
- Syntax analysis
- Key phrase extraction
- Language detection
- +3 more
- Custom Classification and Entity Models$3/hour for training, $0.50/month model management, $0.0005 per inference unit per second for real-time endpoints
- Custom model training
- Asynchronous batch inference
- Synchronous real-time inference with provisioned endpoints
- Model management and storage
Cohere
LeaderFree tier for testing; production from $0.30/1M input tokens; dedicated Model Vault for enterprise
- Test APIFree
- Free API calls
- Rate limited
- Production API$0.30 per 1000000 input_tokens + $0.60 per 1000000 output_tokens
- Access to all models
- Production support
- Model VaultContact sales
- No shared resources
- Private deployment
- End-to-end encryption
- Custom model optimization
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
Amazon Comprehend
- Knowledge Bases
- Bedrock Data Automation
Cohere
Leader- Amazon Web Services
- Microsoft Azure
- Google Cloud
- Oracle Cloud Infrastructure
Amazon Comprehend or Cohere: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.