4 categories · RankedNumeric
Numeric is a data platform for finance teams, used for financial close management, account reconciliation and variance analysis · numeric.io ↗
Strongest at small business. Ranked 5 of 72 for enterprise buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
FloQast is first at 28%.
FloQast is first at 53%. 0 of 14 models made it the first choice when asked directly.
BlackLine is first at 65%.
Why models recommend it
“Numeric and FloQast are the top recommendations due to their ease of use, strong automation, and good fit for mid-market needs”Mistral Small · Paraphrase question · first choice
“Start with Numeric if: You're on a modern cloud ERP (especially NetSuite or QBO) and want more native automation”Kimi K2 · Paraphrase question · first choice
“I'd recommend starting with Numeric for its published pricing and mid-market focus”GLM 4.7 FlashX · Paraphrase question · first choice
“CloseCore Close Management or Numeric’s per-user tier is the lowest recurring cost.”Muse Glimmer 30B · Budget-constrained question · first choice
What gives them pause
“Numeric is not a top choice and has received criticism for lack of improvement.”Mistral Small · Negative question · warning
“Not as specialized as dedicated revenue subledgers”Perplexity Sonar · Comparative question · warning
Also on the shortlist
The products named in the same answers as Numeric, over the 207 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 179 | 48 | Compare → | |
| 83 | 14 | Compare → | |
| 66 | 24 | Compare → | |
| 61 | 2 | View → | |
| 56 | 20 | Compare → | |
| 56 | 2 | View → | |
| 51 | 16 | Compare → | |
| 44 | 2 | Compare → | |
| 42 | 3 | View → | |
| 39 | 2 | Compare → |
What the models named instead of Numeric →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Numeric's own site, not checked by Gane.
- For
- finance teams
- Price stated
- We take several pieces of information and business context into account, from number of transactions to number of seats, to come up with a holistic pricing plan that fits your business needs.
- Customers named
- STASH, GOAT, Brex, Plaid, Riskified, Public.com, Wealthfront, Parafin
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 201 of the 207 answers that named Numeric and are not a share of its labels.
Domains cited
527 of the 591 domain citations in answers naming Numeric came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 5 | 2 | 0 | 7 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 10 | 0 | 0 | 11 |
| Perplexity Sonar | 1 | 7 | 0 | 1 | 9 |
| Grok 4.20 | 1 | 0 | 2 | 0 | 3 |
| Mistral Small | 2 | 1 | 0 | 1 | 4 |
| DeepSeek V4 Flash | 2 | 3 | 2 | 0 | 7 |
| Llama 4 Maverick | 0 | 4 | 3 | 0 | 7 |
| Qwen 3.7 Flash | 0 | 2 | 2 | 0 | 4 |
| Kimi K2 | 2 | 5 | 2 | 0 | 9 |
| GLM 4.7 FlashX | 1 | 4 | 1 | 0 | 6 |
| MiniMax M2.5 | 2 | 1 | 1 | 0 | 4 |
| GPT-6 Luna | 0 | 7 | 2 | 0 | 9 |
| Muse Glimmer 30B | 1 | 3 | 2 | 0 | 6 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 175 | undated | Account reconciliation, Revenue recognition | ||
| Glossary or explainer | 118 | undated | Accounts receivable auto, Cash application | ||
| Template or tool | 41 | undated | |||
| Conference or event | 12 | undated | |||
| Comparison | 11 | undated | |||
| Report or ebook | 6 | undated | |||
| Case study | 1 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| News or press | 1 | undated |
Events in person
- September 17, 2026Inflection Summit by NumericThe Hibernia, San Francisco · hosted
As the event pages on numeric.io state them, read September 28, 2026.
How it is countedHide how it is counted
Every page numeric.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.