Choosing Your PaaS: Comparing Dokploy, Coolify, and CapRover

Feature
Coolify
Dokploy
CapRover
Dokku

User Interface

Docker Compose Support

API/CLI

✅ (CLI)

✅ (CLI)

Multi Node Support

Traefik Integration

✅ (Default proxy, fully automated config)

✅ (Default proxy, fully automated config)

Available via Plugins (official and community)

NGINX Integration

Caddy Integration

Can be used as an alternative proxy

User Permission Management

Bitbucket Integration

Gitlab Integration

Gitea Integration

N/A

Advanced User Permission Management

Terminal Access Built In

Database Support

Monitoring

Backups

Available via Plugins

Available via Plugins

Open Source

Notifications

Multi Server Support

Open Source Templates

Rollbacks

Shared Environment Variables

Scheduled Jobs

Cloudflare Tunnels

Volume Backups

Preview Deployments

Teams

Cloud/Paid Version

Load Analysis and Common User Issues

Coolify: Load and Common Issues

Resource Load:

  • Requirements: Depend on what you plan to run with Coolify. A basic installation requires at least 2 GB of RAM, but running multiple apps and databases will require more resources.

  • Performance issues: Users report high CPU and RAM usage, especially during builds. This can slow down the control panel and even crash the server. It’s recommended to use a swap file to virtually increase RAM.

Common User Issues:

  • Proxy issues: The most common problem. Applications may randomly stop working until the proxy is restarted. The control panel may also become unavailable due to incorrect proxy configuration.

  • High resource consumption: Coolify can use a lot of memory and disk space, making users look for lighter alternatives.

  • Build issues: Builds can be slow or crash the server, especially on VPS with limited resources.

  • Slow control panel: The control panel may load slowly, or some pages may not load at all.

  • SSL issues: Certificate errors with Cloudflare (error 526).

  • Slow server response time: Slow initial web server loading.

Dokploy: Load and Common Issues

Resource Load:

  • Monitoring: Dokploy provides real-time monitoring of CPU, memory, disk, and network traffic. Lower refresh intervals mean more accurate data but also higher resource consumption.

  • Comparison with Coolify: Dokploy is noted to consume significantly fewer resources compared to Coolify.

  • High CPU usage: In some cases, high CPU usage (around 20%) is observed after enabling HTTPS.

  • Server crashes: When deploying resource-intensive applications (close to 100% CPU and memory usage), the server may crash.

Common User Issues:

  • Inaccurate monitoring data: The project monitoring page may show incorrect resource usage since it displays the resources allocated to the app rather than the entire server.

  • Frequent 504 errors and low uptime: Services may crash and restart throughout the day, resulting in low uptime (down to 30%).

  • Response delays: Significant response delays (from 300 ms to 1.4 seconds) for APIs deployed with Dokploy.

  • Deployment issues: Deployments may get stuck in the "Running" state indefinitely.

  • Docker Registry authentication issues: Authentication errors if credentials or token permissions are incorrect.

  • Image not found: Errors occur if the image name or tag is written incorrectly.

  • Slow HTTPS: Significant slowdown when using HTTPS.

  • Configuration issues: Incorrect container, port, or volume settings can lead to problems.

  • Bad Gateway: Problems with Bad Gateway errors.

CapRover: Load and Common Issues

Resource Load:

  • Monitoring: CapRover provides resource monitoring, allowing you to track memory and CPU usage.

  • Scaling: CapRover offers several scaling options, allowing apps to run in multiple processes to utilize all server resources.

  • Resource limits: You can set resource limits for a specific service. For example, you can cap it at 2 CPUs and 100 MB RAM.

  • High resource consumption: Users report high resource usage even for almost empty WordPress sites with MySQL and MariaDB.

Common User Issues:

  • HTTPS issues: Failures when enabling HTTPS for multiple apps with error "1107: Unexpected output".

  • Deployment issues: Periodic port crashes on containers after VM reboot, leading to 502 errors.

  • Mysterious crashes: Users report unexplained failures where the control panel stops loading with the message "Something bad happened".

  • Connection issues: Inability to connect to <server_ip>:3000.

  • Storage issues: Persistent storage issues, with a recommendation to use cloud storage like S3 or GCS.

  • Missing files: Problems with missing files when deploying certain apps (e.g., with Trame).

  • Conflict with Nginx Proxy Manager: Nginx Proxy Manager conflicts with CapRover as both try to manage domains and proxies.

Dokku: Load and Common Issues

Resource Load:

  • Resource management: By default, Dokku provides unrestricted access to resources for deployed apps. You can limit resource usage per app or process.

  • Monitoring: Dokku does not manage monitoring and alerts for resource usage directly, but external tools can be used for server monitoring.

  • RAM requirements: App builds may consume significant RAM, which can be an issue for VPS with limited resources (e.g., 512 MB RAM).

  • High CPU usage: Users report CPU spikes that trigger alerts.

Common User Issues:

  • Deployment issues:

    • "Not a git repository"

    • "Unable to select a buildpack"

    • "Pull access denied"

    • "Failed to load ..."

    • Apps may get stuck in the "Running" state or fail to start after a Dokku update.

  • SSL issues: Apps configured to enforce secure connections/HSTS may not work if SSL is not set up.

  • Performance issues: Users report performance problems on VPS, including high CPU usage.

  • Storage issues: Problems with persistent storage, although Dokku provides a plugin for storage management.

  • Zero-downtime issues: Disabling zero-downtime deployment can resolve some problems related to app restarts.

  • Updates: Known bugs during updates from older Dokku versions can lead to app launch issues.

Last updated

Was this helpful?