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CompareScale AI vs Sieve

Scale AI vs Sieve

A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Scale AI starts at See pricing page and Sieve starts at See pricing page. Check both pricing pages for current plans.

Scale AI

Training data, evaluation and data labeling for frontier AI

Paid
Visit Scale AI Details
Sieve

Curated video, audio and image datasets for AI labs

Paid
Visit Sieve Details
VS

At a glance

Scale AI
Sieve

Best for

Training data, evaluation and data labeling for frontier AI
Curated video, audio and image datasets for AI labs

Category

Data & analytics
Data & analytics

Pricing model

Paid
Paid

Starting price

See pricing page
See pricing page

Free plan

No
No

Made by

Scale AI
Sieve

Based in

United States
–

Rating

No ratings yet
No ratings yet

Key features

  • Managed data labeling
  • RLHF and expert data
  • Model evaluations
  • Data Engine platform
  • Public leaderboards
  • Curated video datasets
  • Editing pairs
  • Audio-visual data
  • Dense annotation and QA
  • Computer-use environments
Scale AI compared with Sieve
FeatureScale AISieve
Best forTraining data, evaluation and data labeling for frontier AICurated video, audio and image datasets for AI labs
CategoryData & analyticsData & analytics
Pricing modelPaidPaid
Starting priceSee pricing pageSee pricing page
Free planNoNo
Made byScale AISieve
Based inUnited States–
RatingNo ratings yetNo ratings yet
Key features
  • Managed data labeling
  • RLHF and expert data
  • Model evaluations
  • Data Engine platform
  • Public leaderboards
  • Curated video datasets
  • Editing pairs
  • Audio-visual data
  • Dense annotation and QA
  • Computer-use environments

Pricing compared

Scale AI starts at See pricing page and Sieve starts at See pricing page. Check both pricing pages for current plans.

Scale AI
Sieve

Free plan

No
No

Cheapest paid plan

Not listed
Not listed

Top plan

–
–

Free trial

–
–

Plans

Paid. The plan breakdown isn't listed yet.
Scale AI pricing

Plans

Paid. The plan breakdown isn't listed yet.
Sieve pricing

Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.

Pros and cons

Scale AI

  • Handles very large labeling projects
  • Expert contributors for hard tasks
  • Strong evaluation work
  • Built for large contracts
  • Some labs moved to rivals after Meta deal

Sieve

  • Covers video, audio, image and interaction data
  • Filters for rights and quality
  • Custom datasets delivered on an SLA
  • No public pricing
  • Sales-led purchasing
  • Not a tool for individual developers

Which one should you choose?

Choose Scale AI if you want:

  • Handles very large labeling projects
  • Expert contributors for hard tasks
  • Strong evaluation work

Watch out: built for large contracts.

Choose Sieve if you want:

  • Covers video, audio, image and interaction data
  • Filters for rights and quality
  • Custom datasets delivered on an SLA

Watch out: no public pricing.

Scale AI vs Sieve FAQ

What is the difference between Scale AI and Sieve?

Scale AI: Training data, evaluation and data labeling for frontier AI. Sieve: Curated video, audio and image datasets for AI labs. Both are data & analytics tools.

Is Scale AI or Sieve cheaper?

Scale AI starts at See pricing page and Sieve starts at See pricing page. Check both pricing pages for current plans.

Do Scale AI and Sieve have free plans?

Scale AI: No. Sieve: No.

Who makes Scale AI?

Scale AI is made by Scale AI, based in United States.

Who makes Sieve?

Sieve is made by Sieve.

Which should I choose, Scale AI or Sieve?

Choose Scale AI if you value handles very large labeling projects and expert contributors for hard tasks. Choose Sieve if you value covers video, audio, image and interaction data and filters for rights and quality.

More comparisons

Scale AI alternatives

  • Scale AI vs Appen
  • Scale AI vs Snorkel AI
  • Scale AI vs Snowflake
  • Scale AI vs Databricks
  • Scale AI vs Tableau

Sieve alternatives

  • Sieve vs Appen
  • Sieve vs Toloka
  • Sieve vs Labellerr
  • Sieve vs Unitlab AI
  • Sieve vs Surge AI

Compare Scale AI with another tool

First tool
Scale AI
vs