Compare
Modal vs Obolith
Serverless GPU platform focused on running workloads, not on price comparison across providers.
ModalServerless cloud for AI and GPU workloads in Python
ObolithCompare LLM APIs, GPU clouds, vector databases and LLMOps tools - normalised and re-checked every…Which to pick
Pick Modal if you want…
- Serverless GPU-accelerated AI workloads
- Integrations with Python or GCP Marketplace (on Modal's list, not Obolith's)
Pick Obolith if you want…
- AI cost comparison and planning
- Integrations with LLM APIs, GPU clouds or Vector databases (on Obolith's list, not Modal's)
Side by side
- What it is
- Modal:Modal provides serverless cloud infrastructure for building, training, and serving Python AI workloads with on-demand GPU and CPU compute.
- Obolith:Obolith lets you compare LLM APIs, GPU clouds, vector databases and LLMOps tools and calculate the cost of your AI stack.
- Best for
- Modal:Serverless GPU-accelerated AI workloads
- Obolith:AI cost comparison and planning
- Who it’s for
- Modal:AI engineers and data scientists building scalable Python models and pipelines
- Obolith:Developers and teams budgeting AI workloads
- Pricing
- Modal:Freemium
- Obolith:Free
- Plans
- Modal:Starter $0 + compute · Team $250 + compute
- Obolith:—
- Works with
- Modal:Python, GCP Marketplace
- Obolith:LLM APIs, GPU clouds, Vector databases, LLMOps tools
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.
Obolith features
- Cost calculators. Six calculators (API cost, self-host break-even, fine-tuning, vector index, GPU ROI, stack cost) estimate expenses layer by layer.
- Hardware builder. Reference builds for local workstations or private GPU servers help size infrastructure.
- LLM API pricing table. Daily-updated token prices for 182 models from major providers.
- GPU cloud pricing. Hourly rates for on-demand and spot GPU rentals across specialised clouds.
- Storage & vector DB pricing. Prices for vector databases, embedding APIs and object storage with egress fees flagged.
- LLMOps tools index. Catalog of 29 observability, gateway, eval and guardrail tools (18 open source).
Modal vs Obolith FAQ
Is Modal or Obolith free?+
Modal has a free plan (Starter) and paid plans. Obolith is listed as free on DevHunt.
Do Modal and Obolith integrate with the same tools?+
Their integration lists don't overlap: Modal lists Python and GCP Marketplace; Obolith lists LLM APIs, GPU clouds, Vector databases and LLMOps tools.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.