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Serverless GPU Cloud · decision tool

Modal alternatives — ranked for your stack

Leaving Modal? The other GPU cloud options ranked at your usage, budget and constraints with verified dated pricing — plus when Modal is still the right call.

Prices verified 2026-07-17 against official pricing pages · fit weights are our estimates (see methodology) · share the URL to share your configuration

As of Jul 2026, with 50 H100-class GPU-hours/month, a $50 budget for this slot, RunPod Serverless ranks first for these inputs at 46% fit and a StackSays-estimated $227.50/month (Replicate: 46% fit, $274.50/month). Fit weights are our estimates; prices trace to official pages. Change any input below and the verdict recomputes.

Your situation

The verdict updates as you move these.

Toss-up — your priorities decide, not the tools

RunPod Serverlessfit 46% · est $227.50/mo

Big SKU menu, per-second billing — but flex workers cost ~57% more than RunPod's own pods

vs Replicate: fit 46% against 46%, est $227.50 against $274.50 per month — genuinely close; read both risk lists below

RunPod Serverlessfit 46%
$227.50/mo
Replicatefit 46%
$274.50/mo
Beamfit 44%
$177.50/mo
Basetenfit 41%
$325.00/mo
Falfit 33%
$199.50/mo
Lambdafit 25%
$164.50/mo

Comparing 6 tools head-to-head. Open the full field (7 options) →

The decision, in plain words

For a solo builder at 50 H100-class GPU-hours/month and a $50.00/mo budget for the GPU cloud slot, RunPod Serverless leads at 46% fit and $227.50/mo. The two rules doing the work: scale-to-zero (Serverless — you pay busy time only, idle costs nothing); ecosystem maturity (established — our estimate from ecosystem age, docs and hiring pool).

Replicate is a genuine coin-flip here (46% fit, $274.50/mo) — read both risk lists and pick the failure mode you prefer.

Honest weak spot of the pick: ~$227.5/mo is 455% of your $50/mo budget — over it.

Generated from the calculation above — every number traces to the sourced data; nothing here is written by an AI making things up.

Why RunPod Serverless scores 46%

Budget fit (weight 30, our estimate) — ~$227.5/mo is 455% of your $50/mo budget — over it-30
Batteries included (weight 12, our estimate) — Bundles per-second billing — fewer services to glue at team size 1+6
Exit cost (weight 4, our estimate) — Standard containers move easily, but queueing/autoscale config is platform-specific+0.4
Ecosystem maturity (weight 8, our estimate) — established — our estimate from ecosystem age, docs and hiring pool+8
Scale-to-zero (weight 10, our estimate) — Serverless — you pay busy time only, idle costs nothing+10
Total (lines sum exactly)-5.6
Possible range −64…+64 (sum of active rule weights) · fit % = (total + max) / (2 × max)(-5.6 + 64) / 128 = 46%

How the $227.50/mo estimate is calculated

H100 GPU-hours overage — 50hours over 0hours included × $4.55/hours$227.50
Note — $4.55/hour serverless flex (their always-on pod H100 is $2.89/hr — the serverless premium is real); A100-80GB $2.72/hr, L40S-class $1.75/hr, cheapest 16GB SKUs $0.58/hr$0
Monthly total (lines sum exactly)$227.50

What could change this verdict

Cost risk

Estimated now (StackSays estimate, not your final bill)$227.50/mo · H100 80GB flex worker
Free-tier statusNo free tier — paid from the first unit

Official prices verified 2026-07-17; calculation is deterministic code over those prices.

At a glance

ToolFree tierPaid entryVerified
BeamNo free tierPay-as-you-go — $0.000986/sec = $3.55/hour (our ×3600 conversion); bills only while code runs, cold-start load time only; A100-80GB $2.25/hr, RTX 4090 $0.69/hr; CPU/RAM metered separately2026-07-17
RunPod ServerlessNo free tierPay-as-you-go — $4.55/hour serverless flex (their always-on pod H100 is $2.89/hr — the serverless premium is real); A100-80GB $2.72/hr, L40S-class $1.75/hr, cheapest 16GB SKUs $0.58/hr2026-07-17
ReplicateNo free tierPay-as-you-go — $0.001525/sec = $5.49/hour; A100-80GB $5.04/hr (≈2x Modal/Beam); T4 $0.81/hr; you're paying for the model-marketplace convenience, not raw compute value2026-07-17
BasetenNo free tierPay-as-you-go — $0.10833/min = $6.50/hour (our ×60 conversion); H100 MIG 40GB $3.75/hr, A100-80GB $4.00/hr, T4 $0.63/hr; per-minute increments round short bursts up harder than per-second rivals2026-07-17
FalNo free tierPay-as-you-go — $3.99/hour list (the 'as low as $1.89' column has no published qualifying conditions — treat list as the real on-demand rate); H200 $4.50/hr, B200 $6.25/hr; no T4/L4/A100 menu2026-07-17
LambdaNo free tierPay-as-you-go — $3.29/hour (H100 SXM $4.29); A100-40GB $1.99/hr; these are whole VMs — no scale-to-zero, so OUR HOURS = provisioned hours, not busy hours; prices exclude sales tax2026-07-17
Where did you land?anonymous, one click

Data sources

ToolSourceVerified
BeamBeam pricing2026-07-17
RunPod ServerlessRunPod pricing2026-07-17
ReplicateReplicate pricing2026-07-17
BasetenBaseten pricing2026-07-17
FalFal pricing2026-07-17
LambdaLambda GPU Cloud pricing2026-07-17

A monitor re-checks these pages for changes; when a vendor moves a price, the date updates and every verdict recomputes.

Keep deciding

Compare head-to-head

RunPod Serverless vs Modal — for your app, not in general →Baseten vs Modal — for your app, not in general →Baseten vs Fal — for your app, not in general →RunPod Serverless vs Lambda — for your app, not in general →

Alternatives

Beam alternatives — ranked for your stack →RunPod Serverless alternatives — ranked for your stack →Baseten alternatives — ranked for your stack →Fal alternatives — ranked for your stack →Lambda alternatives — ranked for your stack →
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