LlamaIndex vs Figma
Data framework for LLMs — RAG-first with LlamaCloud + LlamaParse
vs. Collaborative interface design — the dominant tool for UI, UX + prototyping
Pricing tiers
LlamaIndex
OSS (MIT)
MIT-licensed core. Python + TypeScript. Free forever.
$0 base (usage-based)
LlamaCloud — Free
Free tier of LlamaCloud. 1,000 pages/day via LlamaParse. Basic indexing.
Free
LlamaCloud — Paid
Pay-per-page parsing + usage-based indexing. $0.003 per page (Fast mode).
$0 base (usage-based)
LlamaCloud Enterprise
Custom. SSO, SOC2, higher rate limits, private index hosting.
Custom
Figma
Starter
$0. 3 Figma files, 3 FigJam files. Unlimited collaborators. Basic features.
$0 base (usage-based)
Professional
$15/editor/mo annual ($20/mo). Unlimited files, version history, team libraries.
$15/mo
Dev Mode Seats
$25/dev/mo. Read-only access for engineers (alternative to full editor seats).
$25/mo
Organization
$45/editor/mo annual ($55/mo). Design systems, branch + merge, SSO.
$45/mo
Enterprise
$75/editor/mo. SAML, audit log, security reviews, dedicated CSM, HIPAA.
$75/mo
Free-tier quotas head-to-head
Comparing oss on LlamaIndex vs free on Figma.
| Metric | LlamaIndex | Figma |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
LlamaIndex · 16 features
- Agents — Agent patterns: ReAct, function-calling, multi-agent workflows.
- Document Readers — 200+ readers for PDF, web, Google Drive, SharePoint, Notion, S3, Slack.
- Evaluations — Built-in eval framework: faithfulness, context precision/recall.
- LlamaCloud — Managed indexing + retrieval platform. File connectors, auto-chunking, retrieval…
- LlamaExtract — Schema-based structured extraction from unstructured docs.
- LlamaHub — Community marketplace of readers, tools, prompts.
- LlamaParse — Best-in-class PDF + complex document parser. Tables, math, layout preserved.
- Multimodal — Image + text models, image retrieval.
- Node Parsers — Document chunkers: token, sentence, semantic, hierarchical.
- Observability (OpenLLMetry) — OTel-based tracing baked in.
- Property Graph — Graph-based RAG (knowledge graphs from unstructured data).
- Query Engines — Retrieval + response synthesis combos — router, sub-question, tree, etc.
- RAG — End-to-end RAG patterns: ingest → index → retrieve → synthesize.
- Tools — 50+ pre-built tool integrations.
- Vector Store Integrations — 50+ vector DB integrations.
- Workflows — Event-driven agent workflows (AgentWorkflow).
Figma · 19 features
- Auto Layout — Flexbox-like layout constraints.
- Branch + Merge — Git-like workflow for designs.
- Comments + Reactions — In-file discussion.
- Components — Reusable + variants + properties.
- Design — Vector + layout tools.
- Dev Mode — Handoff view with code specs.
- FigJam — Whiteboard / brainstorming.
- Figma AI — Generative design + Make Designs.
- Figma MCP — AI agent access via Model Context Protocol.
- Figma Slides — Presentations.
- Inspect + Code Tokens — Extract CSS/iOS/Android.
- Plugin Ecosystem — 10,000+ community plugins.
- Prototyping — Interactive flows + transitions.
- REST API — Read file contents + export.
- SSO — SAML/OIDC (Org+).
- Team Libraries — Shared component libraries.
- Variables + Modes — Design tokens with dark/light mode switching.
- Webhooks — File / version events.
- Widgets — Custom interactive widgets in files.
Developer interfaces
| Kind | LlamaIndex | Figma |
|---|---|---|
| SDK | llama-index (Python), llamaindex (TS) | Plugins API, Widgets API |
| REST | LlamaCloud API, LlamaParse API | Figma REST API |
| MCP | LlamaIndex MCP | Figma MCP (Dev Mode) |
| OTHER | — | Figma Desktop, Figma Web, Figma Webhooks |
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