vioscaleAI
Comparison

Cohere vs spaCy

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.

Cohere full profile →spaCy full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Cohere70
spaCy54
Score
vioscaleAI score
Cohere70 / 100medium · 55%
spaCy54 / 100low · 39%
Pricing
Free tier
Cohere✓
spaCy✓
Model
Price level
Coherelow
spaCyfree
Starting price
Cohere$0.30
spaCy–
Transparent
Cohere✓
spaCy✓
Integrations
Count
Cohere4
spaCy2
Security
Certifications
Disclosure policy
Cohere✓
spaCy–
Gdpr
Cohere✓
spaCy–
Iso27001
Cohere✓
spaCy–
Scorecard
Cohere–
spaCy5.1
Soc2
Cohere✓
spaCy–
Trust center
Vulnerabilities
Adoption
Dependent repos
Cohere–
spaCy15,793
Github stars
Cohere–
spaCy33,966
Activity
Commits last 30d
Cohere–
spaCy13
Release
Cadence days
Cohere–
spaCy20
History
Cohere–
spaCy20 items
License
Spdx
Cohere–
spaCyMIT
Language
Primary
Cohere–
spaCyPython
Market
Availability
Content
Faq
Cohere5 items
spaCy5 items

Capabilities

Feature-by-feature on the axes that matter for nlp apis. “-” means undocumented, not absent.

Capabilities
Custom model training
Cohere✓
spaCy✓
Domain specific models
Cohere✓
spaCy✓
Deployment model
CohereBoth
spaCyBoth
Batch processing
Cohere✗
spaCy-
Real time latency
Cohere✓
spaCy-
Embeddings endpoint
Cohere✓
spaCy✓
Data residency EU
Cohere✓
spaCy-
Open source
Cohere✓
spaCy✓
Pricing model
CohereUsage based compute
spaCyOpen source self host

What each one is

The product in its own terms, so the numbers below have context.

Cohere

Leader

A 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.

Independently observed

spaCy

An open-source NLP framework for building and deploying language processing systems in production. Supports tokenization, text classification, neural model training, and includes tools for model management, packaging, and workflow automation.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Cohere

Leader
from $0.30/input_tokensUsage-basedFree tier

Free 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
as of verify ↗

spaCy

Open sourceFree tier

Free, open-source library

as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Cohere✓
spaCy✗
macOS
Cohere✗
spaCy✓
Windows
Cohere✗
spaCy✓
Linux
Cohere✗
spaCy✓
CLI
Cohere✗
spaCy✓
Deployment
Cloud / SaaS
Cohere✓
spaCy✗
Self-hosted
Cohere✓
spaCy✓
On-premise
Cohere✓
spaCy✗
Hybrid
Cohere✓
spaCy✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Cohere

Leader
4 total
  • Amazon Web Services
  • Microsoft Azure
  • Google Cloud
  • Oracle Cloud Infrastructure
Independently observed

spaCy

3 total
  • PyTorch
  • OpenAI
  • Hugging Face
Independently observed
Still deciding?

Cohere or spaCy: 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.