Sift vs Numeric
A detailed comparison to help you choose between Sift and Numeric.
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Verdict: Numeric wins
Numeric scores 4.1/5, edging out Sift at 4.0/5. 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.
Sift Detect financial fraud and abuse with machine learning | Numeric AI-powered accounting automation and financial analysis | |
|---|---|---|
| Rating | 4.0 (1 review) | 4.1 (1 review) |
| Pricing Model | paid | paid |
| Starting Price | From $500/mo | From $99/mo |
| Best For | Digital businesses processing high transaction volumes in fraud-prone verticals — marketplaces, iGaming, delivery, fintech, e-commerce — that run a real fraud ops queue and can commit to an annual contract. | 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 | team featuresapi access | api accessteam features |
| Visit Sift → | Visit Numeric → |
Sift
Pros
- + Single score and decision layer across payment fraud, account takeover, and fake account creation — one integration covers three abuse cases
- + Investigation console shows related accounts, device history, and session context behind each score, which is what analysts actually need in the queue
- + Vertical workflows exist for genuinely different abuse patterns (iGaming cash-out abuse, delivery promo abuse, marketplace seller fraud) rather than one generic model
- + Documented Score API (developers.sift.com) made a scored transaction straightforward to stand up in my test flow
- + Network scale — Sift states over one trillion annual events — supports recognising fraud patterns from cards and devices never seen on your own account
Cons
- - No published pricing, no free tier, no self-serve sign-up: custom annual contracts priced by check volume via sales
- - G2 user-reported data implies roughly two months to implement and about eleven months to ROI — a real tuning commitment
- - Thin-volume businesses will not get the model tuning the enterprise case studies show
- - Fraud-oriented analytics only; warehouse-grade reporting means exporting to your own BI
- - The AI agent suite (Fraud Attack Defense Suite) is recent product surface and less proven than the core scoring platform
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, Sift or Numeric?▼
Numeric scores higher at 4.1/5 vs 4.0/5 for Sift, making it the better-rated option in our comparison.
What is the difference between Sift and Numeric?▼
Sift: Sift scores payments, accounts and content in real time to stop payment fraud and account takeover, using machine learning over a global signal network with workflows analysts can inspect. Numeric: Numeric is a platform for accounting teams covering the month-end close, reconciliations and reporting, with AI drafting variance explanations.
Is Sift or Numeric more affordable?▼
Sift starts at €500/mo, Numeric starts at €99/mo. Check the comparison table above for current pricing.
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