Meilisearch vs Windsurf
Open-source fast search engine — Rust-based, built-in typo tolerance
vs. Agentic IDE (formerly Codeium) — Cascade AI flow + SWE-1.5 model
Pricing tiers
Meilisearch
Self-Hosted (OSS)
MIT license. Single Rust binary. Run anywhere.
$0 base (usage-based)
Cloud — Resource-Based
$23/mo. Pay by CPU/RAM/storage. For high-traffic + vector workloads.
$23/mo
Cloud — Usage-Based
$30/mo. Pre-set search + document limits. 14-day trial. For MVPs/mid-scale.
$30/mo
Cloud — Enterprise
Custom. Self-hosting option + premier support + SLA + compliance.
Custom
Windsurf
Free
Daily + weekly refresh of basic quota. Includes SWE-1.5 + Cascade (limited) + Tab.
Free
Light
Unlimited with daily + weekly refresh. Free higher quota tier.
$0 base (usage-based)
Pro
$20/month. All premium models. Fast Context. Usage billed at API price.
$20/mo
Teams
$40/user/month. Team + admin dashboard + RBAC.
$40/mo
Max
$200/month. Unlimited + all features.
$200/mo
Enterprise
Custom. Unlimited + SSO + SOC 2 + on-prem option.
Custom
Free-tier quotas head-to-head
Comparing oss on Meilisearch vs free on Windsurf.
| Metric | Meilisearch | Windsurf |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Meilisearch · 15 features
- AI-Powered Search (experimental) — Semantic search, embedders.
- API Keys — Scoped keys with action + index + expiration.
- Custom Ranking Rules — Order ranking rules per index.
- Dumps & Snapshots — Full-DB export + snapshot backups.
- Faceted Search — Dynamic facets with counts.
- Federated Search — Multi-index search in one query with normalization.
- Filters — Filter by boolean / range / string conditions.
- Geo Search — Radius + bounding box geo queries.
- instant-meilisearch — Adapter to use Algolia InstantSearch UI libs with Meilisearch.
- Search — Full-text search with typo + prefix handling.
- Sortable Fields — Sort results by any attribute.
- Stop Words — Ignored common words.
- Synonyms — Configure synonym groups per index.
- Tenant Tokens — Short-lived multi-tenant auth tokens.
- Vector / Hybrid Search — Vector search with keyword hybrid mode.
Windsurf · 13 features
- Bring Your Own Key — Use your OpenAI/Anthropic/Azure keys to bypass quotas.
- Cascade — AI agent flow with read/write tool use across files.
- Chat Panel — Sidebar chat with codebase context.
- Command (inline edit) — Ctrl/Cmd+I → natural language edits.
- Deploys — One-click deployment to Netlify + custom targets.
- Fast Context — Optimized context retrieval engine for codebase queries.
- Image Input — Drag screenshots into chat for context.
- MCP Support — Hook MCP servers for extended tools.
- Memories — Persistent notes Cascade can refer to.
- Previews — Live preview pane inside IDE for web apps.
- Tab Completions — Next-edit + inline completions, multi-cursor aware.
- Terminal Integration — Cascade reads + writes terminal. Confirms risky ops.
- .windsurfrules — Project-level system prompts.
Developer interfaces
| Kind | Meilisearch | Windsurf |
|---|---|---|
| CLI | meilisearch CLI | Windsurf CLI |
| SDK | instant-meilisearch (Algolia UI adapter), meilisearch-go, meilisearch-js, meilisearch-php, meilisearch-python, meilisearch-ruby, meilisearch-rust, meilisearch-swift | — |
| REST | Meilisearch REST API | — |
| MCP | — | MCP Support |
| OTHER | — | JetBrains / Xcode / Eclipse / Neovim Plugins, Windsurf Desktop App, .windsurfrules |
Staxly is an independent catalog of developer platforms. Outbound links to Meilisearch and Windsurf are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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