Scale AI vs Surge AI Pricing (2026)
Compare / Scale AI vs Surge AI
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Team size
25 seats

Scale AI vs Surge AI

AI Data Labeling pricing comparison · 2026

Scale AI pricing ranges from $0–$100000/project, while Surge AI ranges from $0–$50000/project. Both products are similarly priced at comparable tiers.

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2 products · AI Data Labeling
Side-by-side · live
Scale AI
Scale AI pricing is not publicly listed across any of its plans.
verified 9w ago
View pricing →
Surge AI
AI Data Labeling pricing intelligence
verified 13w ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Usage-based
$0.05 per label
see vendor pricing for volume tiers
Usage-based
$1.5 per label
see vendor pricing for volume tiers
What buyers actually pay
median, annual
Vendr deal-flow data. The real benchmark, not list price.
No Vendr data
—
Not in Vendr's deal flow
Median annual
$390/yr
Vendr · n=264
REF · 01

Sources & confidence

Every dollar amount and contract clause below traces back to a sourced fact. We don't manufacture composite scores.

Where this data comes from
Vendr · TrustRadius · Reddit · BBB · official docs
Sources 6 sourced facts
6 hidden-cost
Last verified 2mo ago
Confidence Medium confidence
Sources 5 sourced facts
4 hidden-cost · Vendr median
Last verified 2mo ago
Confidence Medium confidence
REF · 02

Plans at a glance

Every tier per product. Lock one to drive the cost row above and reveal a tier-specific outbound CTA.

Tier ladder
Click a tier to lock the cost row to it. Locking surfaces a tier-specific Visit CTA.
REF · 03

Hidden costs

Each cost is severity-ranked, with the dollar range quoted from its source (Vendr, Reddit, TrustRadius, BBB, official docs) — never our estimate.

Beyond the sticker
Severity-ranked, sourced
5 documented
  • Data Preparation and Quality Management
    30-40%
    1 source
  • Integration Engineering
    15-25%
    1 source
  • Ongoing Model Maintenance and Retraining
    15-30%
    1 source
  • Quality Control and Revision Cycles
    1 source
  • Unexpected Scaling of Usage-Based Pricing
    1 source
4 documented
  • Data Preparation
    30-40% of the total project effort
    1 source
  • Integration Engineering
    15-25% of the total cost
    1 source
  • Opportunity Cost of Poor Data
    over $40,000 monthly per team
    1 source
  • General AI Operational Costs
    70-80% of the total cost
    1 source
REF · 05

What users say

Aggregated, with sample sizes. We use whichever review platform has data.

User reviews
TrustRadius · Trustpilot · G2
No public ratings yet
Best for
Small batches, prototyping
Watch out
Pay and Compensation
No public ratings yet
Best for
LLM-training data
Watch out
Worker Misclassification
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Scale pricing
Discount programs →
Visit Surge pricing
Discount programs →
License cost is computed from publicly listed plans (real math, list price × seats). Median annual cost is from Vendr's deal flow when available — see source badges. Hidden costs and contract terms each cite their own sources. We do not invent composite scores.
AI Data Labeling

Scale AI

$0–$100000
/project
3 plans
Full pricing breakdown →
VS
AI Data Labeling

Surge AI

$0–$50000
/project
2 plans
Full pricing breakdown →

Scale AI and Surge AI both operate in the ai data labeling category.

Plan-by-Plan Pricing

Plan Scale AI Surge AI
Rapid (self-serve labeling) Custom Custom
Studio (managed) Custom Custom
Enterprise / GenAI Studio Custom —

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Scale AI 6 hidden costs

critical
Data Preparation and Quality Management 30-40%
high
Integration Engineering 15-25%
high
Ongoing Model Maintenance and Retraining 15-30%
medium
Quality Control and Revision Cycles
high
Unexpected Scaling of Usage-Based Pricing
See all Scale AI hidden costs →

Surge AI 4 hidden costs

high
Data Preparation 30-40% of the total project effort
medium
Integration Engineering 15-25% of the total cost
critical
Opportunity Cost of Poor Data over $40,000 monthly per team
critical
General AI Operational Costs 70-80% of the total cost
See all Surge AI hidden costs →

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Scale AI

Surge AI

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