Our take: Reducto fits AI teams that need layout-faithful parsing and schema-based extraction of PDFs and 30+ file types at per-page API prices, with SOC 2 Type II, HIPAA BAA and on-prem options for regulated data.
Main limitation: Cost scales per page (e.g. $10 per 1,000 pages for r-1 Parse), and Growth and Enterprise rates are custom.
By the AI Tool Atlas editors.
Based on the vendor's official documentation; we have not tested this product hands-on. What “documented overview” means
Is Reducto right for you?
Reducto fits AI teams that need layout-faithful parsing and schema-based extraction of PDFs and 30+ file types at per-page API prices, with SOC 2 Type II, HIPAA BAA and on-prem options for regulated data. Based on the vendor's documentation, not on a hands-on test.
Best for: AI engineering teams building document pipelines
Also a good fit for
Enterprises with compliance requirements
Developers needing structured extraction from PDFs
Consider another tool if usage-based; costs scale per page
Or if
Growth and Enterprise pricing require sales contact
Standard tier limited to 200 pages concurrent throughput
Reducto in the news
Headlines from US outlets, selected automatically — not endorsements. Updated Oct 2, 2026
Per 1,000 pages: r-1 Parse $10, Extract $20, Deep Extract $40, Split $20, Deep Split $40, Classify $7.50, Edit $60 ($15 for pre-filled pages).
What is Reducto, and how does it work?
Reducto is a document-processing platform for AI teams. Its Parse product converts PDFs, images, spreadsheets, presentations and scanned documents into LLM-ready output while preserving layout and reading order; Extract returns structured JSON fields; Split divides documents into logical sections from natural-language instructions; and Edit fills and modifies PDF and DOCX files programmatically.
Access is through a REST API with Python, Node.js and Go SDKs, an MCP server and CLI for agent workflows, and Studio, a visual web app for building and testing workflows. The source link for this entry was a September 2026 blog post announcing the r-1 parsing model, which the company says cuts error rates by 20% and prices at 1 cent per page. Reducto lists SOC 2 Type II, HIPAA support, zero data retention and on-prem deployment options.
Reducto's official site: how the product presents itself. reducto.ai, captured Oct 1, 2026
What you provide and what you get back
What you give Reducto and what comes back, from its documentation
You provide
PDFs and images (PNG, JPEG, TIFF, GIF, BMP and more)
Spreadsheets (CSV, XLSX, XLS)
Presentations and text documents (PPTX, DOCX, DOC, TXT, HTML)
Natural-language instructions and JSON schemas
You get back
LLM-ready text, tables and figures with bounding-box citations
Structured JSON from a schema
Split sections and classifications
Filled PDF forms and modified DOCX files
Where you can use it
Platforms
Web, API
Account
Required
File types
30+ incl. PDF, images, XLSX, PPTX, DOCX
Endpoints
Parse, Extract, Split, Edit, Classify, Pipelines
SDKs
Python, Node.js, Go, REST, MCP, CLI
Throughput
200 / 350 / 500+ concurrent pages
Deployment
SaaS, hybrid VPC, VPC, on-prem
Where Reducto is most useful
Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.
Parsing PDFs and scans for RAG pipelines
Who
AI engineers building retrieval over document corpora
You provide
Scanned PDFs, tables, charts
Expected result
Reading-order text and tables with layout-aware chunks and bounding-box citations
Feature overview on the official site. reducto.ai, captured Oct 1, 2026
Parse with layout-aware chunking
The r-1 model reads text, tables, figures and formatting in a single pass, preserves reading order, and cuts output into chunks that follow layout, with bounding-box citations. Gives LLMs clean context from complex documents.
You define a schema of fields; the API returns exactly those fields from the document, with citations back to source locations. Replaces custom regex or template parsing for invoices and forms.
You describe the sections you want in plain language and the service divides a multi-document file into those logical units. Removes manual pre-processing of bundled uploads.
Access: Standard and above (Exclusive listed in feature matrix)Limit: Rate $20 per 1,000 pagessource (opens in a new tab)
Edit PDFs and DOCX
Edit detects blanks, tables and checkboxes on scanned or digital forms and fills them from supplied data without templates or bounding boxes. Automates form completion.
Access: Standard and aboveLimit: $60 per 1,000 pages, or $15 for pre-filled pagessource (opens in a new tab)
Reducto: strengths and limits
Reasons to choose Reducto
$150 in free usage on Standard accounts You can test on real documents before paying.documentedsource (opens in a new tab)
Transparent per-page USD pricing Cost per workload can be calculated from page counts.documentedsource (opens in a new tab)
SOC 2 Type II, HIPAA and on-prem options Regulated data can be processed with a BAA or in your VPC.documentedsource (opens in a new tab)
SDKs for multiple languages Python, Node.js, Go, MCP server and CLI cover most pipelines.documentedsource (opens in a new tab)
Check before paying for Reducto
Usage-based; costs scale per page Large archives can become expensive; estimate pages first.documentedsource (opens in a new tab)
Growth and Enterprise pricing require sales contact Volume discounts cannot be priced without a quote.documentedsource (opens in a new tab)
Standard tier limited to 200 pages concurrent throughput Bulk backfills may queue until you move to Growth.documentedsource (opens in a new tab)
Requires account to use Studio or API No anonymous trial; you need a signup and API key.documentedsource (opens in a new tab)
How to use Reducto for extracting invoice fields from PDFs
Reducto documentation: where the steps below come from. docs.reducto.ai, captured Oct 1, 2026
Set up Reducto
Create a Reducto account and open Studio to claim the free Standard credits.
Generate an API key and install the Python, Node.js or Go SDK, or the CLI for local files.
Follow the API Quickstart to run Parse on one sample document.
Example: extracting invoice fields from PDFs
Upload a sample invoice PDF in Studio and run Parse to inspect the layout and tables.
Define a JSON schema (invoice number, date, total, line items) and run Extract.
Deploy the setup as a Pipeline from Studio to call it in a single API request.
Review and export the result
Open the Studio citation viewer and compare each extracted value with its bounding box in the source page.
Check usage against the per-1,000-page rates to confirm credit consumption.
Example prompt suggested by our editors (not a recorded output of the product)
Extract invoice_number, invoice_date, vendor_name and total_amount from this PDF as JSON.
Reducto integrations and API
Reducto documentation (continued). docs.reducto.ai, captured Oct 1, 2026
Native integrations and export formats
Export: JSON, LLM-ready text and tables
API access and separate billing
An API is available, billing not documented. REST API with Python, Node.js and Go SDKs. API documentation ↗
Privacy, data use and commercial rights
Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.
How your inputs and outputs are handled
Uploaded documents are processed to return parse, extract and edit results; the privacy policy says uploaded files may be collected per agreements.
Zero Data Retention agreement deletes documents within 24h (Growth and above).
Commercial use and plan restrictions
ZDR, BAA and EU/AU endpoints are Growth and above.
Standard rates per 1,000 pages: r-1 Parse $10, Extract $20, Deep Extract $40, Split $20, Deep Split $40, Classify $7.50, Edit $60 ($15 for pre-filled pages). source (opens in a new tab)
What concurrency does each tier guarantee?
Standard guarantees 200 concurrent pages, Growth 350, and Enterprise 500+ with custom limits available. source (opens in a new tab)
Which file types does it accept?
30+ types including PDF, PNG, JPEG, TIFF, PSD, CSV, XLSX, XLS, PPTX, DOCX, DOC, TXT and HTML. source (opens in a new tab)
Is there a program for startups or migration credits?
Yes: startups under $15M funding, $3M revenue and 50 employees get free credits and discounted Growth pricing, and migrating customers can receive up to $5,000 in credits. source (opens in a new tab)
How does Reducto handle sensitive data?
It lists SOC 2 Type II, a HIPAA BAA, Zero Data Retention (documents deleted within 24h), EU data residency and VPC or air-gapped deployment. source (opens in a new tab)
Not verified: Growth and Enterprise prices; Model training use of customer documents; Handwriting and non-English accuracy.
How we documented and maintain this page
Every fact about Reducto above comes from the 4 official pages listed here, last compared on Sep 29, 2026; we have not run Reducto ourselves, so it has no editorial score. How we check and re-check pages.
Article updated Oct 10, 2026; prices checked Sep 29, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error