Lambda vs Modal: GPU Cloud Compute Pricing (2026)
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Team size
25 seats

Lambda vs Modal

AI/GPU Cloud Compute pricing comparison · 2026

Lambda pricing ranges from $0.69–$6.99/GPU/hour, while Modal ranges from $0–$250/GPU/hour. These products use different pricing models (Per-seat subscription vs Usage-based (pay per token/image/minute)), 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 Lambda pricing
Discount programs →
Visit Modal pricing
Free plan limits → Discount programs →
Compare
2 products · AI/GPU Cloud Compute
Side-by-side · live
Lambda
Lambda (formerly Lambda Labs) offers on-demand GPU cloud computing priced per GPU per hour
verified 11w ago
View pricing →
Modal
Modal is a serverless compute platform that lets Python developers run GPU and CPU workloa
verified 7w ago
View pricing →
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
Usage-based
$0.001972 per second
see vendor pricing for volume tiers
What buyers actually pay
median, annual
Vendr deal-flow data. The real benchmark, not list price.
Median annual
$300/yr
Vendr · n=61
No Vendr data
—
Not in Vendr's deal flow
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
4 hidden-cost · 1 contract · Vendr median
Last verified 2mo ago
Confidence Medium confidence
Sources 13 sourced facts
11 hidden-cost · 1 contract · 1 review platform
Last verified 1mo ago
Confidence High 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
4 documented
  • Long Instance Boot Times
    5-15% of license costs
    1 source
  • Manual Data Migration Between GPU Configurations
    5-10% of license costs
    1 source
  • Distributed Training Cluster Management Overhead
    20-40% of compute costs in engineering time
    1 source
  • Forced Over-Provisioning Due to Limited GPU Configuration Sizes
    10-30% of compute costs
    1 source
5 documented
  • GPU Compute Costs Billed on Top of Plan Fee
    $2-$72/hr per GPU
    3 sources
  • DIY Configuration Overhead and Cold Start Latency
    5-15% of license costs
    1 source
  • DIY Infrastructure Overhead: vLLM Configuration and Cold Starts
    10-25% of license costs
    1 source
  • Billing Cycle Spend Limits Blocking Service Access
    5-15% of license costs
    1 source
  • Account Locked When Outstanding Balance Exists
    5-15% of license costs
    1 source
REF · 04

Contract terms

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

Lambda
Modal
Auto-renewal
—
Yes
Cancellation
—
—
Commitment
1 year for Reserved tier
—
Price escalation
No published schedule; on-demand pricing has been observed to change over time
No published schedule
Can downgrade
—
—
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
No public ratings yet
Best for
Development, fine-tuning, and small inference jobs
Watch out
Long boot times — on-demand instances can take 20+ minutes to become available
Trustpilot
1.4out of 5 (5)
Best for
Individual developers and small teams getting started with serverless GPU compute
Watch out
Billing cycle spend limits triggered at negligible spend amounts ($0.01), blocking service access
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Lambda pricing
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.
AI/GPU Cloud Compute

Lambda

$0.69–$6.99
/GPU/hour
4 plans
Full pricing breakdown →
VS
AI/GPU Cloud Compute

Modal

$0–$250
/GPU/hour
3 plans · Free tier
Full pricing breakdown →
⚖

Different Pricing Models

Direct price comparison isn't meaningful here — Lambda uses Per-seat subscription pricing while Modal uses Usage-based (pay per token/image/minute) pricing. Your actual cost will depend on usage volume, team size, or both. Here's each product in its native unit.

Per-seat subscription

Lambda

$0.69–$6.99 / GPU/hour
See full Lambda pricing →
vs
Usage-based (pay per token/image/minute)

Modal

From $0.00000222 per second
See full Modal pricing →

Lambda and Modal are both gpu cloud compute competitors. This page compares their list pricing tier by tier so you can see which is cheaper for your workload shape.

Plan-by-Plan Pricing

Plan Lambda Modal
1x GPU On-Demand Custom Free /month
8x GPU On-Demand Custom $250 /month
1-Click Clusters Custom Custom
Reserved Custom —

Cost at Scale

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

Lambda

1 scenario
$1,548,288
Large Model Pre-Training — 256-Node A100 Cluster (21 Days)
lower-bound compute-only estimate (based on 2023 community-reported hourly rate, pre-Reserved pricing)

Modal

8 scenarios
$0/month
Solo Developer on Starter Plan
platform fee + ~$2/hr per GPU compute
$250/month
Small Team Running Large Model Inference
platform fee + ~$72/hr GPU costs for large model serving
~$2/hour per GPU on-demand; $0 platform fee (Starter plan)
Solo Developer (Occasional GPU Workloads)
See all 8 scenarios →

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Lambda 4 hidden costs

medium
Long Instance Boot Times 5-15% of license costs
medium
Manual Data Migration Between GPU Configurations 5-10% of license costs
high
Distributed Training Cluster Management Overhead 20-40% of compute costs in engineering time
medium
Forced Over-Provisioning Due to Limited GPU Configuration Sizes 10-30% of compute costs
See all Lambda hidden costs →

Modal 10 hidden costs

high
GPU Compute Costs Billed on Top of Plan Fee $2-$72/hr per GPU
medium
DIY Configuration Overhead and Cold Start Latency 5-15% of license costs
medium
DIY Infrastructure Overhead: vLLM Configuration and Cold Starts 10-25% of license costs
high
Billing Cycle Spend Limits Blocking Service Access 5-15% of license costs
medium
Account Locked When Outstanding Balance Exists 5-15% of license costs
See all Modal hidden costs →

Contract Terms

Term Lambda Modal
Auto-renewal — Yes
Cancellation — —
Minimum commitment 1 year for Reserved tier —
Price escalation No published schedule; on-demand pricing has been observed to change over time No published schedule

Continue researching

Lambda

Modal

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