Replicate vs Trigger.dev
Run and fine-tune AI models in the cloud — pay-per-second GPU
vs. Open-source background jobs with no timeouts and full observability
Pricing tiers
Replicate
Pay-as-you-go
Per-second GPU billing. No minimum. Public models billed by processing time or tokens.
$0 base (usage-based)
Enterprise
Custom. Dedicated capacity, private deployments, SOC2, HIPAA on request.
Custom
Trigger.dev
Free
$0. 5K runs/mo. 1 concurrent run. 1 team member. 7-day log retention.
Free
Self-Host (OSS)
Free. Apache-2.0 license. Docker Compose + Postgres + Redis.
$0 base (usage-based)
Hobby
$10/mo. 50K runs/mo. 25 concurrent. Unlimited queue time.
$10/mo
Pro
$50/mo (starts at — usage scales). 250K runs/mo baseline. 100 concurrent. Priority.
$50/mo
Enterprise
Custom. HIPAA, SSO, dedicated clusters, on-prem.
Custom
Free-tier quotas head-to-head
Comparing payg on Replicate vs free on Trigger.dev.
| Metric | Replicate | Trigger.dev |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Replicate · 11 features
- 10k+ Models — Public catalog of image, video, audio, LLM, embedding, speech models.
- Batch Predictions — Parallel batch execution.
- Cog — OSS tool to containerize ML models. Standard for Replicate.
- Deployments — Private model endpoints with dedicated GPUs.
- File Storage — Temporary output file hosting.
- Fine-Tuning — Fine-tune FLUX, SDXL, Llama 2/3 with your data.
- Per-Second Billing — Pay only while model runs. No idle cost for public models.
- Playground — Interactive UI for every public model.
- Predictions API — Async + sync + streaming predictions.
- Streaming Outputs — SSE streaming for LLMs + audio.
- Webhooks — Notify when predictions complete.
Trigger.dev · 13 features
- Batch Trigger — Trigger many runs at once with limits.
- Environment Variables — Manage secrets in dashboard.
- Idempotency Keys — Prevent duplicate runs.
- Machine Sizing — Pick CPU/RAM per task.
- Queues + Concurrency — Named queues for controlled throughput.
- Realtime + React Hooks — Subscribe to run progress from client.
- Retries — Exponential + custom strategies.
- Schedules — Cron-triggered runs.
- Self-Hosting — Run locally or on your infra.
- Subtasks + triggerAndWait — Compose tasks by triggering children.
- Task Metadata — Attach arbitrary metadata to runs.
- Tasks — Define long-running TS tasks.
- wait.for / wait.until — Durable waits — minutes, hours, days.
Developer interfaces
| Kind | Replicate | Trigger.dev |
|---|---|---|
| CLI | Cog (package models) | trigger.dev CLI |
| SDK | replicate-go, replicate (Node), replicate-python | @trigger.dev/react-hooks, @trigger.dev/sdk |
| REST | Replicate REST API | Trigger.dev REST API |
| MCP | Replicate MCP | — |
| OTHER | Webhooks | Trigger.dev Dashboard, Trigger.dev Webhooks |
Staxly is an independent catalog of developer platforms. Outbound links to Replicate and Trigger.dev are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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