Google Cloud Platform (GCP) vs Modal Pricing | Costbench
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25 seats

Google Cloud Platform (GCP) vs Modal

Cloud Infrastructure pricing comparison · 2026

Google Cloud Platform (GCP) uses custom pricing, while Modal ranges from $0–$250/month.

Visit
See pricing on each vendor's site
Above-the-fold path — each link opens the vendor's pricing page in a new tab.
Visit Google pricing
Free plan limits → Discount programs →
Visit Modal pricing
Free plan limits → Discount programs →
Compare
2 products · Cloud Infrastructure
Side-by-side · live
Google Cloud Platform (GCP)
Google Cloud Platform (GCP) is the third-largest cloud infrastructure provider with roughl
verified 20d ago
$429 $683
View pricing →
Modal
Modal is a serverless computing platform offering GPU instances for machine learning workl
verified 9w ago
$429 $683
View pricing →
Verdict · Vendr median · year 1
Google saves $254 vs Modal · 25 seats
Cheapest $429
Spread 37%
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Pricing model unknown
Pricing model unknown
no public list price found
Team
$75K/yr
year 1 license · $250/seat
What buyers actually pay
median, annual
Vendr deal-flow data. The real benchmark, not list price.
↓ Lowest median
Median annual
$429/yr
Vendr · n=54
Median annual
$683/yr
Vendr · n=110
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 17 sourced facts
14 hidden-cost · 1 contract · Vendr median · 1 review platform
Last verified 2w ago
Confidence Medium confidence
Sources 9 sourced facts
7 hidden-cost · 1 contract · Vendr median
Last verified 2mo ago
Confidence Limited 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
  • Unexpected API and Service Charges Despite Free Credits
    $50-$500
    3 sources
  • No Hard Spending Limits on Pay-As-You-Go Services
    100-500% of expected budget
    2 sources
  • Billing Transparency and Reporting Limitations
    10-20% of license costs
    2 sources
  • Unintentional Overage Charges
    10-50% of license costs
    1 source
  • API Token Costs for AI Services
    $500-$5,000
    1 source
5 documented
  • Critical Cost Multipliers
    $1,768.50
    1 source
  • Sandbox Pricing Premium
    $685 monthly
    1 source
  • Unpredictable Usage Costs
    $400
    1 source
  • Developer Hours for AI Projects
    1 source
  • Data Preparation Costs for AI Projects
    15-35% of project costs
    1 source
REF · 04

Contract terms

The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.

Google
Modal
Auto-renewal
—
Yes
Cancellation
—
—
Commitment
1 year for committed use discounts
—
Price escalation
—
—
Can downgrade
✓ Yes
—
Based on 2 verified sources (Vendr · TrustRadius · BBB)
REF · 05

What users say

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

User reviews
TrustRadius · Trustpilot · G2
Trustpilot
1out of 5 (23)
Best for
New customers evaluating Google Cloud and users with workloads that fit always-free monthly usage limits
Watch out
Unexpected charges despite having promotional or free credits
No public ratings yet
Best for
Small teams and independent developers
Watch out
Pricing: The main criticism is Modal's hourly premium, which is approximately twice that of budget GPU providers like Lambda Labs and Voltage Park. Users on platforms like r/MachineLearning have characterized the hourly pricing as "prohibitive for small-scale or casual use cases."
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Google pricing
Free plan limits → Discount programs →
Visit Modal pricing
Free plan limits → 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.
Cloud Infrastructure

Google Cloud Platform (GCP)

Custom pricing
/month
3 plans · Free tier
Full pricing breakdown →
VS
Cloud Infrastructure

Modal

$0–$250
/month
3 plans · Free tier
Full pricing breakdown →

Plan-by-Plan Pricing

Plan Google Cloud Platform (GCP) Modal
Google Cloud Free Program Free /user/month Free /user/month
Pay-as-you-go Custom $250 /user/month
Committed Use Discounts Custom Custom

Market Intelligence

Google Cloud Platform (GCP)

Median annual cost
$429
Based on
54 deals

Modal

Median annual cost
$683
Based on
110 deals

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Google Cloud Platform (GCP) 8 hidden costs

critical
Unexpected API and Service Charges Despite Free Credits $50-$500
critical
No Hard Spending Limits on Pay-As-You-Go Services 100-500% of expected budget
high
Billing Transparency and Reporting Limitations 10-20% of license costs
high
Unintentional Overage Charges 10-50% of license costs
medium
API Token Costs for AI Services $500-$5,000
See all Google Cloud Platform (GCP) hidden costs →

Modal 7 hidden costs

high
Critical Cost Multipliers $1,768.50
medium
Sandbox Pricing Premium $685 monthly
high
Unpredictable Usage Costs $400
high
Developer Hours for AI Projects
high
Data Preparation Costs for AI Projects 15-35% of project costs
See all Modal hidden costs →

Contract Terms

Term Google Cloud Platform (GCP) Modal
Auto-renewal — Yes
Cancellation — —
Minimum commitment 1 year for committed use discounts —
Can downgrade Yes —

Continue researching

Google Cloud Platform (GCP)

Modal

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