CVAT vs Scale AI: Which Data Labeling Is Better in 2026?
Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.
The Short Answer
CVAT vs Scale AI, in 15 seconds
Choose CVAT if…
- You want the lower entry price
- You need a genuinely free plan
Choose Scale AI if…
- You depend on a broad integration ecosystem
- You want deeper AI and automation features
Head-to-Head Scorecard
How CVAT and Scale AI score
CVAT leads on 3 of 9 measured dimensions.
- Even
Customer Rating
Average score from verified user reviews
CVATNo reviewsScaleNo reviews - Even
Review Volume
Number of verified reviews, a proxy for adoption
CVAT0Scale0 - CVAT
Entry Pricing
Lowest published starting price (free plan = lowest)
CVAT$23/moScaleCustom - CVAT
Free Access
Availability of a free plan and/or free trial
CVATFree planScalePaid only - Scale AI
Integrations
Number of listed third-party integrations
CVAT3Scale4 - Even
Features
Number of listed product capabilities
CVAT6Scale6 - Scale AI
AI Features
Capabilities mentioning AI, automation or ML
CVAT1Scale3 - Even
Security & Compliance
Number of listed compliance certifications
CVAT3Scale3 - CVAT
Platforms & Deployment
Supported platforms and deployment options
CVAT5Scale3
Feature Comparison
CVAT vs Scale AI feature breakdown
Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.
CVAT
Scale AIPricing Comparison
CVAT vs Scale AI pricing
Entry pricing, plan tiers and the cost factors that shape total cost of ownership.
CVAT
$23/mo to start- Limited features
- 1 GB storage
- 100 AI API calls per month
- Personal use
- $23 per month billed yearly
- Per user
- $23 per user billed yearly
- Collaboration and analytics
- Starts at $12,000 per year
- SSO and role-based access
Scale AI
Custom to start- Custom agreements
- Data Engine and evaluation
- GenAI platform
Total cost of ownership factors
Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.
Pros & Cons
CVAT vs Scale AI: strengths and trade-offs
CVAT
Pros
- Free plan available
- Compliance: GDPR, CCPA, EU AI Act
- Public API available
Cons
- Fewer native integrations than the alternative
Scale AI
Pros
- Broad integration ecosystem (4)
- Compliance: SOC 2, ISO 27001, GDPR
- Stronger AI / automation features
- Public API available
Cons
- No free plan
- No free trial
- Pricing is quote-based (less transparent)
Buyer Fit
Who should use CVAT vs Scale AI?
Startups
CVAT
CVAT keeps early-stage costs lowest with its entry tier.
Small businesses
CVAT
CVAT offers the most accessible pricing for lean teams.
Agencies
Scale AI
Scale AI connects to more tools for multi-client workflows.
Enterprises
Either
Either leads on compliance and breadth for complex needs.
Ecommerce
Scale AI
Scale AI integrates with more of the commerce stack.
SaaS companies
Scale AI
Scale AI is the more developer- and automation-friendly choice.
Integration overlap
Shared integrations (1)
Only in CVAT (2)
Only in Scale AI (3)
Keep Exploring
Other alternatives worth considering
Similar data labeling products buyers compare alongside CVAT and Scale AI.
Ask SIA which solution fits your business
SIA, Saaskart's AI buying assistant, weighs CVAT and Scale AI against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.
Get a personalised recommendationCVAT vs Scale AI, Frequently Asked Questions
What is the difference between CVAT and Scale AI?
CVAT and Scale AI are both Data Labeling solutions. CVAT is rated 0.0/5 by 0 users, while Scale AI is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.
Which is better, CVAT or Scale AI?
Based on user ratings, CVAT scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.
Which is cheaper, CVAT or Scale AI?
CVAT is the more affordable option, starting at $23/month.
Does CVAT or Scale AI have a free plan?
CVAT offers a free plan. Scale AI does not have a free tier but offers paid plans.
Can I switch from CVAT to Scale AI?
Switching between CVAT and Scale AI is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.
Who should use CVAT vs Scale AI?
CVAT is best suited for teams that prioritise enterprise features. Scale AI works well for teams needing advanced capabilities.
Our Verdict
The bottom line on CVAT vs Scale AI
Best Overall
Either
It's a tie balances user satisfaction and proven adoption.
Best for Startups
CVAT
CVAT has the friendliest entry point for new teams.
Best for Enterprise
Either
It's a tie leads on compliance and feature breadth.
Best Value
CVAT
CVAT delivers the lowest cost to get started.
Best AI Features
Scale AI
Scale AI ships more AI and automation.
Highest Rated
Either
Both earn equal user ratings.