The PaaS development workflow.
Without the Salesforce infrastructure markup.
Deploy standard containers directly onto a decentralized compute marketplace. Stop overpaying for rigid application tiers, forced container sleeping, and proprietary buildpack constraints.
The Core Economics
Heroku packages server resources into restricted tiers under the banner of developer convenience. This model scales poorly as application traffic grows, forcing teams into expensive upgrades for simple resource adjustments. Akash removes the platform middleman. By exposing raw data center capacity through an open provider network, developers secure foundational hardware resources at true market cost.
| Heroku (Standard 2X) | Akash | |
|---|---|---|
| Allocation | 1.0 GB RAM / Shared vCPU | 1 vCPU Thread / 1 GB Dedicated RAM |
| Container Policy | Always-on runtime capability | Always-on dedicated resource allocation |
| Monthly Cost | ~$50.00 per instance | ~$2.50 average network settlement |
Architectural Distinctions
Standard Docker Images Over Proprietary Slugs
Deploying to a traditional PaaS means modifying your repository to fit custom buildpack rules and proprietary runtime limitations. Akash relies entirely on open industry standards. If your API, web app, or background worker can compile into a standard local Docker container, it runs on the network without code changes.
Eliminating Forced Container Sleeping
Lower-tier Heroku instances utilize an aggressive idle policy, forcing your application container to sleep after 30 minutes of inactivity. This introduces significant cold-start latency for your users when a new request finally hits the endpoint. Akash network leases grant you dedicated, always-on hardware resource blocks, keeping your application active regardless of traffic volume.
Service Parity Index
You do not need to rewrite service layers or modify application logic. The platform uses the exact containerized standards your engineering team already deploys in production.
| Feature Layer | Legacy Heroku | Marketplace Equivalent | Technical Execution |
|---|---|---|---|
| Compute Runtime | Web / Worker Dynos | Native OCI Containers | Executes container workloads directly on host hardware, skipping proprietary runtime wrappers to optimize compute efficiency. |
| Environment Config | Buildpacks & Slugs | Universal Dockerfiles | Uses standard container images rather than platform-specific build logic, preventing vendor lock-in. |
| Data Continuity | Heroku Postgres / Redis | Persistent NVMe Volumes | Attaches high-speed physical storage blocks directly to the container instance, keeping your database states intact across restarts. |
| Infrastructure Definition | Heroku Procfile | Stack Definition Language (SDL) | Declares your entire structural requirements (CPU, RAM, storage, env variables) inside a single portable YAML file modeled after Docker Compose. |
System Configuration Steps
Akash does not use black-box onboarding wizards or automated migration tools. You control your environment directly through an open configuration template.
Configure your deployment
Select a template or supply your own container image. Specify required resources like GPUs, region, and maximum price to send your request out to the network.

Llama 3.1 70B
Image
Model
GPU
CPU
Memory
Max price
Automated bidding
Independent infrastructure providers meeting your exact requirements automatically submit competitive bids in real time. You see who is offering the hardware and the precise rate.
Authorize and execute
Accept the optimal bid to open the lease. The network handles the backend routing instantly, initializing your container and spinning up a live endpoint for your workloads.
Configure your deployment
Select a template or supply your own container image. Specify required resources like GPUs, region, and maximum price to send your request out to the network.
Automated bidding
Authorize and execute

Llama 3.1 70B
Image
Model
GPU
CPU
Memory
Max price
FAQs
Start Building
Migrate your containerized pipelines to an open hardware marketplace. Maintain absolute configuration control without legacy vendor markups.