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

Lambda vs Modal

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 27d ago
View pricing →
Modal
Modal is a serverless compute platform that lets Python developers run GPU and CPU workloa
verified 15d 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
$0.001736 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 3w ago
Confidence Medium confidence
Sources 7 sourced facts
4 hidden-cost · 3 contract
Last verified 2w 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
2 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
REF · 04

Contract terms

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

Lambda
Modal
Auto-renewal
—
—
Cancellation
—
—
Commitment
1 year for Reserved tier
—
Price escalation
No published schedule; on-demand pricing has been observed to change over time
$2-$72/hr per GPU
Can downgrade
—
—
Based on 4 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
No public ratings yet
Best for
Individual developers and small teams getting started with serverless GPU compute
Watch out
GPU costs escalate very quickly beyond baseline usage
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.
GPU Cloud Compute

Lambda

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

2 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

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 2 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
See all Modal hidden costs →

Contract Terms

Term Lambda Modal
Auto-renewal — —
Cancellation — —
Minimum commitment 1 year for Reserved tier —
Price escalation No published schedule; on-demand pricing has been observed to change over time $2-$72/hr per GPU

Continue researching

Lambda

Modal

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