Prophet by Facebook vs Numeric
A detailed comparison to help you choose between Prophet by Facebook and Numeric.
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Verdict: Numeric wins
Numeric scores 4.1/5, edging out Prophet by Facebook at 3.6/5. 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.
Prophet by Facebook Open-source AI time series forecasting | Numeric AI-powered accounting automation and financial analysis | |
|---|---|---|
| Rating | 3.6 (1 review) | 4.1 (1 review) |
| Pricing Model | free | paid |
| Starting Price | Free | From $99/mo |
| Best For | Analysts and data scientists with seasonal business time series who want interpretable, free forecasts they can explain to finance stakeholders, and who can live with a library in maintenance mode. | 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 tieropen sourceapi access | api accessteam features |
| Visit Prophet by Facebook → | Visit Numeric → |
Prophet by Facebook
Pros
- + Free MIT-licensed library with a peer-reviewed foundation (Taylor & Letham, The American Statistician, 2018) — no pricing tiers, no seat costs, no usage caps
- + Component plots decompose trend, weekly and yearly seasonality, and holiday effects in a way finance stakeholders can actually interrogate
- + Tolerant of real-world data: missing observations, trend shifts, and outliers did not require preprocessing in my two test series
- + Built-in rolling cross-validation and performance metrics (MAPE, RMSE, interval coverage) mean you can audit forecast quality instead of trusting it
- + Identical fit/predict workflow in Python and R, with country holiday calendars included
Cons
- - Officially in maintenance mode as of v1.4.0 — no new features planned, so the dependency stack will age around your code
- - Install friction is real: the Stan toolchain failed twice on a clean macOS environment in my test before the cmdstanr backend worked
- - Uncertainty intervals under-cover: I measured ~71% coverage for the nominal 80% band across 12 rolling cutoffs on a weekly series
- - Univariate only — no hierarchy, no cross-series learning, and per-series fitting does not scale to thousands of SKUs without external orchestration
- - Requires data-science skills; there is no UI, no hosted option, and no commercial support
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, Prophet by Facebook or Numeric?▼
Numeric scores higher at 4.1/5 vs 3.6/5 for Prophet by Facebook, making it the better-rated option in our comparison.
What is the difference between Prophet by Facebook and Numeric?▼
Prophet by Facebook: Open-source forecasting library from Meta that predicts future values from historical time series data with trend and seasonality. Numeric: Numeric is a platform for accounting teams covering the month-end close, reconciliations and reporting, with AI drafting variance explanations.
Is Prophet by Facebook or Numeric more affordable?▼
Prophet by Facebook starts at €0/mo, Numeric starts at €99/mo. Check the comparison table above for current pricing.
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