Replicate vs Loops

Replicate

Loops

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.

Loops · 12 features

• API Keys — Scoped keys for testing vs production.
• Audiences (Segments) — Filter contacts by properties + event behavior.
• Campaign Analytics — Open/click/unsubscribe rates, heatmaps, A/B significance.
• Campaigns — One-off broadcasts to audience segments. Schedule + A/B test subject.
• Contacts — Contact records with custom properties (strings, numbers, booleans, dates).
• Email Editor — Visual block-based + Markdown + HTML modes.
• Events — Send events to trigger loops/journeys or filter audiences.
• Loops (Automations) — Event-triggered automation flows with delays + conditions.
• Mailing Lists — Opt-in lists with subscribe/unsubscribe preferences per list.
• Template Library — Pre-built templates for SaaS use cases (onboarding, digest, launch).
• Transactional API — Send transactional emails (receipts, password resets) via /transactional endpoin…
• Webhooks — Subscribe to contact/event changes.