Sama 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
Sama vs Scale AI, in 15 seconds
Choose Sama if…
- You need the broader feature set
Choose Scale AI if…
- You want deeper AI and automation features
Head-to-Head Scorecard
How Sama and Scale AI score
It's evenly matched — each leads on 1 of 9 measured dimensions.
- Even
Customer Rating
Average score from verified user reviews
SamaNo reviewsScaleNo reviews - Even
Review Volume
Number of verified reviews — a proxy for adoption
Sama0Scale0 - Even
Entry Pricing
Lowest published starting price (free plan = lowest)
SamaCustomScaleCustom - Even
Free Access
Availability of a free plan and/or free trial
SamaPaid onlyScalePaid only - Even
Integrations
Number of listed third-party integrations
Sama0Scale0 - Sama
Features
Number of listed product capabilities
Sama8Scale6 - Scale AI
AI Features
Capabilities mentioning AI, automation or ML
Sama—Scale3 - Even
Security & Compliance
Number of listed compliance certifications
Sama—Scale— - Even
Platforms & Deployment
Supported platforms and deployment options
Sama4Scale4
Feature Comparison
Sama vs Scale AI feature breakdown
Search or filter the full feature matrix — core features, AI, integrations, APIs, security and compliance.
Sama
Scale AIPricing Comparison
Sama vs Scale AI pricing
Entry pricing, plan tiers and the cost factors that shape total cost of ownership.
Sama
Custom to start- Annotation & validation services
- Model evaluation
- Data curation platform
- Managed expert teams
Scale AI
Custom to start- Data Engine & annotation
- Agentic AI & GenAI deployment
- Model evaluation & benchmarking
- Dedicated support
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
Sama vs Scale AI: strengths and trade-offs
Sama
Pros
- Public API available
Cons
- No free plan
- No free trial
- Pricing is quote-based (less transparent)
- No compliance certifications listed
Scale AI
Pros
- Stronger AI / automation features
- Public API available
Cons
- No free plan
- No free trial
- Pricing is quote-based (less transparent)
- No compliance certifications listed
Buyer Fit
Who should use Sama vs Scale AI?
Startups
Either
Either keeps early-stage costs lowest with its entry tier.
Small businesses
Either
Either offers the most accessible pricing for lean teams.
Agencies
Sama
Sama connects to more tools for multi-client workflows.
Enterprises
Sama
Sama 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.
Ask SIA which solution fits your business
SIA, Saaskart's AI buying assistant, weighs Sama 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 recommendationSama vs Scale AI — Frequently Asked Questions
What is the difference between Sama and Scale AI?
Sama and Scale AI are both Data Labeling solutions. Sama 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, Sama or Scale AI?
Based on user ratings, Sama scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.
Which is cheaper, Sama or Scale AI?
Both products have custom pricing. We recommend contacting both vendors for a quote tailored to your team size.
Does Sama or Scale AI have a free plan?
Neither Sama nor Scale AI currently offers a free plan, but both offer paid plans with various tiers.
Can I switch from Sama to Scale AI?
Switching between Sama 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 Sama vs Scale AI?
Sama is best suited for teams that prioritise enterprise features. Scale AI works well for teams needing advanced capabilities.
Our Verdict
The bottom line on Sama vs Scale AI
Best Overall
Either
It's a tie balances user satisfaction and proven adoption.
Best for Startups
Either
It's a tie has the friendliest entry point for new teams.
Best for Enterprise
Sama
Sama leads on compliance and feature breadth.
Best Value
Either
It's a tie 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.