Inference.ai vs Modal (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: Inference.ai does not list a price
Free plan
Modal
Only Modal has one
Higher rating
Modal
3.9 against 4.5
Same job?
Yes
Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared on	Inference.ai	Modal
Our rating	3.9	4.5Better
Starts at	Not listed	Free
Free plan	No	YesBetter
Category	AI Infrastructure & Agent Tooling	AI Infrastructure & Agent Tooling
Plans	See pricing	Free
Key features	Bare-metal GPU access sold hourly, fractional, or reserved through Engine Ghost: pre-configured agent VMs with frontier models and coding agents installed Maestro FinOps layer for real-time AI spend tracking and cost anomaly alerts Automatic routing to the cheapest model endpoint meeting a defined SLA Single-key access to multiple frontier models at gateway rates	Serverless GPU inference with OpenAI-compatible endpoints Fine-tuning, LoRA and reinforcement learning on GPUs with fast start times Sandboxes for coding agents and untrusted code Multi-node GPU clusters with RDMA Batch jobs and HTTPS gateways that scale to zero
Pros	Bundles GPU compute, agent deployment, and cost control instead of selling raw GPUs alone Founders bring prior GPU-cloud operating experience from Bifrost Cloud Institutional seed backing (Maple VC and others) supports continued platform investment	$30 of free compute each month on the Starter plan No charge for idle machines Startup and academic credit programs
Cons	GPU pricing is not published, so cost comparison against competitors requires a sales call Product surface (four distinct offerings) can be confusing for buyers who want GPUs alone Young company (2023) competing against far larger, better-capitalized GPU cloud providers	Per-second pricing needs estimating for real workloads Shared Endpoint tokens are billed from the first request Scale figures are the company's own
Company	Inference.ai, founded 2023	Modal Labs

Prices come from each vendor's pricing page, last checked 20261012. Check the vendor before you buy.

FAQ

Questions people ask

Is Inference.ai better than Modal?

In our reviews Inference.ai scores 3.9 and Modal scores 4.5. The better pick depends on the job. Inference.ai: Inference.ai sells wholesale-priced GPU compute alongside agent VMs and AI cost-control tooling for teams running inference at scale. Modal: Serverless cloud platform for running AI workloads, with GPU inference, fine-tuning and training, sandboxes for agents, batch jobs and multi-node clusters, billed per second with $30 of free compute a month.

Which is cheaper, Inference.ai or Modal?

Inference.ai: see pricing. Modal: free.

Do Inference.ai and Modal have free plans?

Only Modal has a free plan.

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