Algolia vs Zed
AI search & discovery — keyword + neural + personalization
vs. High-performance code editor, built in Rust, with AI + collaboration
Pricing tiers
Algolia
Build (Free)
10K search requests/mo, 1M records. Full features for dev/testing.
Free
Grow (PAYG)
Free up to 10K searches/mo + 100K records. $0.50 per 1K additional searches + $0.40 per 1K additional records.
$0 base (usage-based)
Grow Plus (PAYG)
Adds AI Ranking, Advanced Personalization, AI Synonyms, 10k rules/index. $1.75 per 1K searches.
$0 base (usage-based)
Elevate
Annual. NeuralSearch + AI Collections + Smart Groups + real-time personalization. 99.999% SLA, SSO.
Custom
Zed
Free
$0. Full editor, extensions, collaboration. AI assistant with BYO API key or limited free tier.
Free
Zed Pro (trial)
$0 limited trial. Zed-hosted AI with Claude/GPT, 150 interactions/mo on Sonnet-tier models.
$0 base (usage-based)
BYO API Key
$0 for Zed. Full AI assistant with your own Claude / GPT / Gemini / Ollama keys — passthrough cost only.
$0 base (usage-based)
Zed Pro
$10/user/mo. 500 Claude Sonnet interactions + unlimited edit-predictions, priority routing.
$10/mo
Zed Business
$20/user/mo. 1,000+ Claude Sonnet interactions, org-level billing, priority support.
$20/mo
Free-tier quotas head-to-head
Comparing build on Algolia vs free on Zed.
| Metric | Algolia | Zed |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
Algolia · 16 features
- A/B Testing — Compare two index configurations on live traffic.
- AI Ranking — Dynamic re-ranking based on clicks + conversions.
- Algolia Crawler — Hosted crawler to index websites.
- Autocomplete — JavaScript autocomplete UI library.
- Insights API — Send click + conversion events to train AI Ranking.
- InstantSearch UI — UI libraries: React, Vue, Angular, iOS, Android — prebuilt search components.
- Keyword Search — Fast prefix + typo-tolerant full-text search.
- MCP Tools — Algolia MCP server for agent integrations.
- Merchandising Studio — No-code UI for merchants to pin/bury/boost products.
- NeuralSearch — Hybrid vector + keyword search.
- Personalization — Per-user ranking based on click history.
- Query Suggestions — AI-generated suggestion index from past searches.
- Recommend — Product recommendations: Related, Frequently Bought Together, Trending.
- Rules — Conditional overrides: pin results, banners, redirects, boost/bury.
- Search Analytics — Top searches, no-result searches, click-through rates.
- Synonyms — Equivalent term groups + typo-tolerance tuning.
Zed · 20 features
- Agent Panel — Multi-step AI tasks with tool use.
- AI Assistant — Inline edits + agent panel.
- Channels (Multiplayer) — Real-time shared editing.
- Editor — Core Rust-based editor.
- Edit Prediction (Zeta) — Next-edit prediction model.
- Extensions (WASM) — WASM-based extension system.
- GitHub Copilot Support — Works alongside Copilot subscription.
- Git Integration — Diff view, branches, blame.
- Integrated Terminal — Built-in shell.
- LSP Support — Works with all LSP language servers.
- MCP Support — Connect to any MCP server.
- Multibuffer — Edit multiple files in one view.
- Remote Dev (SSH) — Edit remote filesystems natively.
- Screen Share — Share editor view live.
- Sub-16ms Latency — GPU-accelerated rendering.
- Tasks — Configurable build/test/run tasks.
- Themes — Built-in + community themes.
- Tree-sitter Syntax — Incremental parsing for instant highlighting.
- Vim Mode — First-class Vim/Helix bindings.
- Voice Channels — Talk while pair programming.
Developer interfaces
| Kind | Algolia | Zed |
|---|---|---|
| CLI | Algolia CLI | zed CLI (shell integration) |
| SDK | algoliasearch-client-go, algoliasearch-client-kotlin, algoliasearch-client-swift, algoliasearch-java, algoliasearch (JS), algoliasearch-php, algoliasearch-python, algoliasearch-rails, react-instantsearch | — |
| REST | Algolia Admin API, Algolia Search API | — |
| OTHER | — | Command Palette (cmd+shift+p), Multiplayer / Channels, Remote Development (SSH), Zed AI Assistant, Zed Editor, Zed Extensions |
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