Sanity vs Replicate

Sanity

Replicate

Sanity · 16 features

• Agent Context — Expose your content schema + docs to LLM agents.
• Content Agent (AI) — AI assistant inside Studio for generation + translation.
• Content History — Every change versioned. Rollback + diff.
• Content Lake — Distributed real-time DB for structured content. Multi-region replicas.
• Datasets — Logical content partitions (stage/prod/etc.). Easy cloning.
• GROQ — Graph-Relational Object Queries — JSON-native query language.
• Image CDN — Smart transforms (crop, format, quality) via URL params.
• Internationalization — Multiple locales per document with native i18n plugins.
• Live Previews — Draft previews with stega-encoded content.
• Media Library (Ent) — Org-wide media with DAM features.
• Portable Text — Structured rich text format (JSON). Portable across channels.
• Real-Time Collaboration — Live presence + collaborative editing.
• Sanity Studio — Open-source React editor — customize with your own components + workflow.
• Scheduled Publishing — Schedule content to publish at a future date.
• Visual Editing — Click-to-edit inline on your Next.js/etc. website.
• Webhooks — Events on create/update/delete with GROQ filter.

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.