# Jirav: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 46 judge labels across 6 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/jirav

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [FP&A platforms](https://www.gane.ai/index/finance/planning/fpa-platforms/index.md) | 2% | 11 | 19% | 16 |
| [Financial modeling and scenario planning](https://www.gane.ai/index/finance/planning/financial-modeling-and-scenario-planning/index.md) | 2% | 12 | 13% | 15 |
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 73 | 33% | 6 |
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 40 | 20% | 5 |
| [Corporate performance management](https://www.gane.ai/index/finance/planning/corporate-performance-management/index.md) | 0% | 29 | 0% | 3 |
| [Board and investor reporting](https://www.gane.ai/index/finance/planning/board-and-investor-reporting/index.md) | 0% | 79 | 0% | 1 |

## What the models said for it

- "Jirav is an affordable entry point for small businesses ... making it a relatively cost-effective choice" (Claude Haiku 4.5, FP&A platforms)
- "I'd suggest starting with Cube or Jirav" (Kimi K2, Financial modeling)
- "Driver-based three-statement forecasts, budgeting, and cash-runway analysis in a relatively accessible platform." (Perplexity Sonar, Cash flow forecasting)
- "Jirav is the best pick for SMB finance teams that need a rolling 13-week cash forecast across multiple entities" (Muse Glimmer 30B, Cash flow forecasting)

## And against it

- "Avoid buying dedicated financial-planning platforms such as Jirav, Fathom" (Perplexity Sonar, Financial reporting)
- "Avoid overpaying for enterprise tools like Datarails or Jirav" (GPT-5.4 mini, Cash flow forecasting)
- "FP&A platforms (e.g., Cube, Datarails, Jirav, Drivetrain, cfo.ai, Workday Adaptive Planning, Aleph) - may not be effective for 13-week cash flow forecasting." (Llama 4 Maverick, Cash flow forecasting)
- "Be careful with "from $50/month" Jirav pricing: the public plans are described as being for FP&A advisory practices" (GPT-6 Luna, FP&A platforms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 3 | 0 | 3 | 6 |
| Grok 4.20 | 0 | 2 | 3 | 1 | 6 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 4 | 0 | 5 |
| Llama 4 Maverick | 0 | 0 | 3 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 3 | 1 | 0 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 2 | 2 |
| Muse Glimmer 30B | 0 | 1 | 4 | 0 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named Jirav, from 148 of the 166 answers that named it (only the models that return a source list).

### Domains cited

- getaleph.com: 56
- prophix.com: 44
- datarails.com: 42
- golimelight.com: 41
- fuelfinance.me: 40
- g2.com: 36
- centage.com: 25
- cubesoftware.com: 23
- resources.rework.com: 23
- cfoshortlist.com: 22

### Pages cited

- https://golimelight.com/blog/fpa-software-for-small-business: 27
- https://corporatefinanceinstitute.com/resources/fpa/fp-a-tools: 20
- https://g2.com/categories/financial-planning-and-analysis-fp-a/small-business: 20
- https://datarails.com/blog/best-financial-modeling-software: 17
- https://centage.com/blog/best-fp-a-software: 16
- https://clockwork.ai/blog/best-fpa-software-small-business: 16
- https://getaleph.com/answers/best-fpa-software-by-company-size: 16
- https://resources.rework.com/tools/fpa-planning/best-fpa-software-2026: 16

## In its own words

What Jirav's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: FP&A and Financial Forecasting Software; the financial planning and analysis solution for accounting firms and SMB's. An 'all-in-one' software for forecasting, budgeting and modeling. (https://jirav.com/)
- For: Accounting Firms & Businesses; accounting firms and SMB's; accounting and CFO firms; small or medium business; small and midsize companies; modern accounting firms; VC-funded companies (https://jirav.com/)
- Price stated: $100/month-$750/month (https://jirav.com/)
- Starting price: 100 (https://jirav.com/)
- Customers named: Acuity, ClosedLoop.ai, Compass East, Creative Planning, Eide Bailly, Forvis, GrowthLab, arkona

## What it publishes

Every page jirav.com exposes, read 2026-09-29: 575 addresses. By kind, pages and the last 90 days:

- blog: 198 pages, 7 in the last 90 days, latest 2026-09-04
- case study: 29 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 12 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest 2026-05-27
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 12 pages, 2 in the last 90 days, latest 2026-09-15
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 12 pages, 1 in the last 90 days, latest 2026-09-08
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 4 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-15 comparison: Budget vs forecast whats the difference and why both matter https://www.jirav.com/blog/budget-vs-forecast-whats-the-difference-and-why-both-matter
- Recent: 2026-09-08 glossary or explainer: What is fpa a complete guide to financial planning and analysis https://www.jirav.com/blog/what-is-fpa-a-complete-guide-to-financial-planning-and-analysis
- Recent: 2026-09-04 blog: Financial modeling for startups from seed to series b https://www.jirav.com/blog/financial-modeling-for-startups-from-seed-to-series-b
- Recent: 2026-08-27 blog: Cash flow kpis the metrics every cfo and advisor should monitor https://www.jirav.com/blog/cash-flow-kpis-the-metrics-every-cfo-and-advisor-should-monitor
- Recent: 2026-08-03 comparison: Excel vs fpa software when its time to make the switch https://www.jirav.com/jirav-accounting-and-cfo-firms-blog/excel-vs-fpa-software-when-its-time-to-make-the-switch
- Recent: 2026-07-14 blog: Jirav xero advanced forecasting for xero connected firms https://www.jirav.com/blog/jirav-xero-advanced-forecasting-for-xero-connected-firms

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.