okraPDF vs LlamaParse

How okraPDF compares for developer-first PDF extraction APIs — feature, pricing, and SDK breakdown.

Compare okraPDF and LlamaParse for developer-first PDF extraction APIs: features, pricing shape, SDKs, citations, hosting, and schema-first workflows.

okraPDF vs LlamaParse: capabilities

Capability notes are based on public product, docs, and pricing pages as of 2026-05-18. This is not a parser-performance benchmark. Sources: LlamaParse pricing, LlamaParse docs.
Capability	okraPDF	LlamaParse
REST API + webhooks	Yes — API-first workflows with document event webhooks.	Partial — Public docs support API-first parsing; verify webhook delivery for your workflow.
Free tier	Yes — Free tier for testing, then paid usage by page.	Check vendor — Use the current LlamaCloud pricing page as the source of truth.
BYOK / managed creds	Yes — Use okraPDF-managed routing or bring supported vendor keys.	No public equivalent — LlamaParse is the parser vendor account, not a vendor-key router.
Per-page pricing	Yes — Usage is modeled around document pages.	Check vendor — Refer to LlamaCloud pricing for current plan and page terms.
Multi-vendor parser routing	Yes — Route by document type, schema, account policy, or vendor key.	No public equivalent — Direct LlamaParse usage keeps you on LlamaParse as the parser.
Bbox citations	Yes — Field evidence can point back to page and bounding box.	Partial — Public docs describe parsing output; verify source-coordinate fields for your mode.
PDF hosting + share links	Yes — Host PDFs, share named links, and serve derived page assets.	No public equivalent — LlamaParse is positioned around parsing, not branded PDF hosting.
SDK + types	Yes — Typed developer workflows across API and app surfaces.	Yes — The LlamaIndex ecosystem supports developer integrations.
Self-hosting / on-prem	No public equivalent — Not a public self-hosted package today.	Check vendor — Check LlamaCloud enterprise terms for private deployment options.
Schema-first extraction	Yes — JSON Schema shapes the response contract before extraction runs.	Partial — LlamaParse focuses on parsing output; pair it with extraction logic for typed schemas.
Custom domains	Yes — Use custom domains for hosted PDF delivery workflows.	No public equivalent — No public LlamaParse feature for branded PDF hosting domains.

Frequently asked questions

How should I compare LlamaParse vs okraPDF?

Use LlamaParse when you want the LlamaIndex parser surface directly, especially for parsing content into retrieval workflows. Use okraPDF when you need schema-first extraction, parser routing, source citations, PDF hosting, and share links around the parser layer.

What are good LlamaParse alternatives?

For developer PDF extraction APIs, common alternatives include okraPDF, Reducto, cloud OCR APIs, and document AI services. okraPDF is focused on schema-first extraction plus document delivery features rather than a parser-only workflow.

How does LlamaParse pricing compare with okraPDF?

okraPDF offers a free tier for getting started and paid per-page usage. LlamaParse pricing should be read from the current LlamaCloud pricing page; this page intentionally does not copy mutable vendor prices.

Is LlamaParse free?

Check the current LlamaCloud pricing page for free, trial, and plan limits. okraPDF offers a free tier for getting started and uses paid per-page usage after that.