Replicate vs n8n

Replicate

n8n

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.

n8n · 19 features

• 500+ Integration Nodes — Apps, SaaS, DBs, cloud services, AI models.
• AI / LangChain Nodes — AI Agent, Chain, Memory, Vector Store nodes out of box.
• Audit Logs — Enterprise compliance logging.
• Code Nodes (JS + Python) — Drop-in custom code nodes with full data access.
• Credentials Vault — Encrypted credentials per service.
• Environments — dev/staging/prod environments.
• Error Workflows — Global + per-workflow error handlers.
• Execution History — Full run log with inputs/outputs per node.
• Expression Editor — JavaScript expressions for data mapping.
• External Secrets — HashiCorp Vault + AWS Secrets + Azure Key Vault integrations.
• Git Version Control — Version workflows in Git (Business+).
• HTTP Request Node — Full-featured HTTP client node (any REST API).
• Queue Mode — Redis-backed execution queue for scaling.
• Schedule Triggers — Cron-based triggers down to the minute.
• SSO + SAML + LDAP — Business+ authentication.
• Sub-Workflows — Reusable child workflows.
• Variables — Global variables + per-workflow variables.
• Visual Editor — Drag-and-drop flow builder. Node-based canvas.
• Webhooks — Webhook triggers + responses.