Label Studio (HumanSignal) vs Surge AI Pricing (2026)
Compare / Label Studio (HumanSignal) vs Surge AI
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Team size
25 seats

Label Studio (HumanSignal) vs Surge AI

AI Data Labeling pricing comparison · 2026

Label Studio (HumanSignal) pricing ranges from $0–$638/month, while Surge AI ranges from $0–$50000/project. These products use different pricing models ( vs Per-seat subscription), so a direct price comparison isn't meaningful — costs depend on usage volume and mix.

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See pricing on each vendor's site
Above-the-fold path — each link opens the vendor's pricing page in a new tab.
Visit Label pricing
Free plan limits → Discount programs →
Visit Surge pricing
Discount programs →
Compare
2 products · AI Data Labeling
Side-by-side · live
Label Studio (HumanSignal)
Label Studio by HumanSignal offers a free open-source Community edition and a Starter Clou
verified 6w ago
$390 $30K
View pricing →
Surge AI
AI Data Labeling pricing intelligence
verified 13w ago
$390 $30K
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Starter Cloud
$30K/yr
year 1 license · $99/seat
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 8 sourced facts
7 hidden-cost · 1 contract
Last verified 1mo 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
  • Professional Services
    1 source
  • Expert Labeling Services
    1 source
  • White-labeling
    1 source
  • Prompts Interface
    1 source
  • AWS Infrastructure Costs
    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
Technical teams self-hosting with no budget
Watch out
Limited Automation in Community Version
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 Label pricing
Free plan limits → 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

Label Studio (HumanSignal)

$0–$638
/month
3 plans · Free tier
Full pricing breakdown →
VS
AI Data Labeling

Surge AI

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

Different Pricing Models

Direct price comparison isn't meaningful here — Label Studio (HumanSignal) uses pricing while Surge AI uses Per-seat subscription pricing. Your actual cost will depend on usage volume, team size, or both. Here's each product in its native unit.

Label Studio (HumanSignal)

$0–$638 / month
See full Label Studio (HumanSignal) pricing →
vs
Per-seat subscription

Surge AI

$0–$50000 / project
See full Surge AI pricing →

Label Studio (HumanSignal) and Surge AI both operate in the ai data labeling category.

Plan-by-Plan Pricing

Plan Label Studio (HumanSignal) Surge AI
Community (Open Source) Free /month Custom
Starter Cloud $99 /month Custom
Enterprise Custom —

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Label Studio (HumanSignal) 7 hidden costs

high
Professional Services
medium
Expert Labeling Services
low
White-labeling
medium
Prompts Interface
high
AWS Infrastructure Costs
See all Label Studio (HumanSignal) 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 →

Continue researching

Label Studio (HumanSignal)

Surge AI

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