Windsurf vs Algolia

Agentic IDE (formerly Codeium) — Cascade AI flow + SWE-1.5 model
vs. AI search & discovery — keyword + neural + personalization

Windsurf website ↗Algolia website ↗

Pricing tiers

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

Windsurf website ↗

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

Algolia website ↗

Free-tier quotas head-to-head

Comparing free on Windsurf vs build on Algolia.

Metric	Windsurf	Algolia
No overlapping quota metrics for these tiers.

Features

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.

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.

Developer interfaces

Kind	Windsurf	Algolia
CLI	Windsurf CLI	Algolia CLI
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
MCP	MCP Support	—
OTHER	JetBrains / Xcode / Eclipse / Neovim Plugins, Windsurf Desktop App, .windsurfrules	—

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