Google Cloud Platform (GCP) vs Modal Pricing | Costbench
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Team size
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.

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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.
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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 11w ago
$429 $683
View pricing →
Modal
Modal pricing starts at $0/month on the Starter plan, where you pay only for the GPU and C
verified 6w ago
$429 $683
View pricing →
Recorded annual contract medians
Google median is $254 less than Modal · different customer contracts; not a quote
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 2mo ago
Confidence Medium confidence
Sources 12 sourced facts
10 hidden-cost · 1 contract · Vendr median
Last verified 1mo 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
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
GPU compute costs escalate very quickly beyond the base plan fee
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
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

Cost at Scale

Total cost of ownership — licenses, implementation, and hidden costs included.

Google Cloud Platform (GCP)

6 scenarios
$10
Developer Playground
15/month
$100
Startup Web Application
200/month
$1,000
Production Data Platform
2,500/month
See all 6 scenarios →

Modal

2 scenarios
$250/month
Small Team: Periodic GPU Workloads
plan + ~$2/hr per GPU compute
~$72/hr for large model serving
Large Model Serving (70B+ Parameter Models)

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 9 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

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