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lium.io vs Modal
Modal offers serverless GPU workloads with a managed platform, while Lium focuses on raw GPU pod rentals and per-second billing.
lium.ioAgent-first GPU cloud for renters and providers
ModalServerless cloud for AI and GPU workloads in PythonWhich to pick
Pick lium.io if you want…
- Usage-based GPU rentals for AI workloads
- Open-source code (Datura-ai/lium on GitHub, MIT license)
- Integrations with CLI or SDK (on lium.io's list, not Modal's)
Pick Modal if you want…
- Serverless GPU-accelerated AI workloads
- Serverless GPU compute for Python
- A free plan to start with (Starter)
- Integrations with Python or GCP Marketplace (on Modal's list, not lium.io's)
Side by side
- What it is
- lium.io:lium.io provides on-demand GPU rentals via web, CLI, SDK or API with per-second billing.
- Modal:Modal provides serverless cloud infrastructure for building, training, and serving Python AI workloads with on-demand GPU and CPU compute.
- Best for
- lium.io:Usage-based GPU rentals for AI workloads
- Modal:Serverless GPU-accelerated AI workloads
- Who it’s for
- lium.io:Developers and AI agents needing scalable GPU compute on demand.
- Modal:AI engineers and data scientists building scalable Python models and pipelines
- Pricing
- lium.io:Paid
- Modal:Freemium
- Plans
- lium.io:—
- Modal:Starter $0 + compute · Team $250 + compute
- Open source
- lium.io:Yes, 7 GitHub stars
- Modal:—
- Works with
- lium.io:CLI, SDK
- Modal:Python, GCP Marketplace
lium.io features
- Per-second billing. Pay only for the exact seconds a GPU pod runs, with no minimum reservation.
- Wide GPU catalog. Choose from 92 GPU models ranging from consumer RTX cards to data-center H100s.
- CLI/SDK/API access. Spin up, manage and terminate pods programmatically via pip install, CLI commands or SDK.
- Transparent pricing API. Access live pricing and node lists as JSON without an account.
- Provider revenue share. Providers keep 95 % of rental revenue plus bonuses.
Modal features
- Pay-per-second billing. Charges only for actual CPU, GPU, memory, and network usage, billed by the second.
- Instant autoscaling. Containers spin up/down in 1-2 seconds based on request volume.
- GPU-focused compute. Supports a range of Nvidia GPUs (A100, H100, RTX PRO 6000, etc.) with per-second pricing.
- Python-first containers. Deploy any containerized Python app, ideal for inference, training, and data pipelines.
- Integrated notebooks & sandboxes. Serverless notebooks and sandboxes that burst resources only when needed.
- Enterprise features. Custom domains, static IP proxy, RBAC, SSO, audit logs, and HIPAA compliance.
lium.io vs Modal FAQ
Is lium.io or Modal free?+
lium.io is paid. Modal has a free plan (Starter) and paid plans.
Is lium.io or Modal open source?+
lium.io is open source (Datura-ai/lium on GitHub, MIT license). DevHunt has no public source repository on record for Modal.
Do lium.io and Modal integrate with the same tools?+
Their integration lists don't overlap: lium.io lists CLI and SDK; Modal lists Python and GCP Marketplace.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.