Lido vs Numeric
A detailed comparison to help you choose between Lido and Numeric.
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Verdict: Numeric wins
Numeric scores 4.1/5, edging out Lido at 3.8/5. Mid-market and enterprise accounting teams on NetSuite or Sage Intacct who want transaction-level close, reconciliation and flux automation and can run a sales-led evaluation.
Lido Streamline PDF to Excel conversion for finance | Numeric AI-powered accounting automation and financial analysis | |
|---|---|---|
| Rating | 3.8 (1 review) | 4.1 (1 review) |
| Pricing Model | freemium | paid |
| Starting Price | Free tier available | From $99/mo |
| Best For | Finance and operations teams processing recurring invoices, receipts or statements who need structured, ERP-ready data from mixed document formats without building OCR pipelines. | Mid-market and enterprise accounting teams on NetSuite or Sage Intacct who want transaction-level close, reconciliation and flux automation and can run a sales-led evaluation. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierapi access | api accessteam features |
| Visit Lido → | Visit Numeric → |
Lido
Pros
- + Template-free extraction genuinely handles messy inputs — in my batch test a multi-page table crossing a page boundary stitched into one row set instead of splitting.
- + Plain-English field definitions with custom conditional rules, and a free 24-hour re-run window that let me refine a rule and reprocess the same file without spending credits.
- + Clean structured output: line items expand into individual rows with amounts typed as numbers, ready for AP or ERP import rather than needing spreadsheet cleanup first.
- + 50 free pages with no credit card and no expiry is a real trial — enough to run the tool against your own hardest documents before paying.
- + Workflow layer (shared-folder and email ingest, AI validation against internal systems, scheduled outputs, AI form filler) goes beyond one-shot conversion.
Cons
- - Pricing pages conflict internally: help center lists Starter $36/mo and Business $2,388/yr while the pricing page sells Standard $29/mo and Scale $7,000/yr; Enterprise is quoted at both $30,000 and $35,000 on the same page.
- - Big tier cliff — the first plan with multiple seats and API access is $7,000/year, with no per-page overage or top-up option between tiers.
- - Desktop-only: the site admits Lido does not work on mobile, so there is no phone-to-extraction path for field receipts.
- - A detailed August 2026 Capterra review (1.0) reports repeated freezes and extracted work disappearing while page credits were still consumed — the worst failure mode for a metered tool.
- - Accuracy and ROI claims (99%+ to 99.9% field-level, '30 seconds per document' case studies) are vendor-reported with no independent verification, and live 1:1 support costs $300/hour below Scale.
Numeric
Pros
- + Transaction-level ERP sync (NetSuite) made reconciliation difference-finding work on specific transactions in my testing, not just red/green flags
- + Flux analysis produced structured first drafts with the right variance drivers — usable after a senior accountant adds judgment
- + Setup measured in days: import close checklist, connect GL, launch; far lighter than BlackLine-style implementations
- + Numeric MCP exposes close data and workflows to Claude/ChatGPT, and App Studio/Agent Builder extend the same data core
- + Real financial backing ($51M Series B, Nov 2025, $89M total) and demanding named customers (Wealthfront, Brex, OpenAI, Plaid)
Cons
- - No published pricing at any tier since late September 2026 — every module routes to a demo, and the former $30/user Essentials tier was removed
- - Onboarding and data migration are scoped and priced separately but only surface once you are in a sales conversation
- - Billing & Revenue and ERP Replacement are new and unproven relative to the close product; ASC 606 handling is early-stage
- - Outcome metrics on the site (33% close reduction, 3x output, 95% cash match) are vendor-reported, not independently verified
- - No self-serve trial or free tier — small teams cannot evaluate without a sales process
Frequently Asked Questions
Which is better, Lido or Numeric?▼
Numeric scores higher at 4.1/5 vs 3.8/5 for Lido, making it the better-rated option in our comparison.
What is the difference between Lido and Numeric?▼
Lido: AI-powered tool that converts PDF documents to Excel spreadsheets, specifically designed for finance teams and data analysis workflows. Numeric: Numeric is a platform for accounting teams covering the month-end close, reconciliations and reporting, with AI drafting variance explanations.
Is Lido or Numeric more affordable?▼
Lido starts at €0/mo, Numeric starts at €99/mo. Check the comparison table above for current pricing.
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