6 categories · RankedDrivetrain
Drivetrain is an FP&A platform for finance teams that have outgrown spreadsheets and rigid tools · drivetrain.ai ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Float is first at 24%.
Agicap is first at 17%. 4 of 14 models made it the first choice when asked directly.
Kyriba is first at 34%.
Why models recommend it
“Drivetrain - Offers board and investor reporting software that provides real-time access to accurate data, faster alignment, and stronger investor relations.”Llama 4 Maverick · Paraphrase question · first choice
“Drivetrain leads for fast-growing mid-market and enterprise companies; Drivetrain has a 3-month implementation time and 6-month ROI”Claude Haiku 4.5 · Comparative question · first choice
“Drivetrain offers the best balance of mid-market fit, speed to implement, and scalability”Kimi K2 · Direct question · first choice
“Drivetrain is likely your best bet due to its balance of sophistication and usability”GLM 4.7 FlashX · Direct question · first choice
What gives them pause
“Avoid for tight budgets: Enterprise tools like Drivetrain, Vena, or Anaplan”Grok 4.20 · Budget-constrained question · warning
“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 · Negative question · warning
Also on the shortlist
The products named in the same answers as Drivetrain, over the 56 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 35 | 0 | View → | |
| 34 | 6 | View → | |
| 30 | 1 | View → | |
| 27 | 4 | View → | |
| 25 | 3 | View → | |
| 19 | 2 | View → | |
| 18 | 1 | View → | |
| 15 | 0 | View → | |
| 13 | 1 | Compare → | |
| 13 | 1 | View → |
What the models named instead of Drivetrain →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Drivetrain's own site, not checked by Gane.
- For
- finance teams who've outgrown spreadsheets and rigid tools
- Price stated
- No fees to join
- Integrations
- 800 · 8 · 850 (its own pages disagree)
- Certifications
- SOC 1 Type II, SOC 2 Type II, ISO 27001, GDPR
- Hosting
- USA
- Customers named
- Quantum Metric, Arcobi, Diversis Capital, Blackthorn, Dental Intelligence, Starlet Group, Sirion, Teikametrics
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 55 of the 56 answers that named Drivetrain and are not a share of its labels.
Domains cited
135 of the 174 domain citations in answers naming Drivetrain 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 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.20 | 1 | 1 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 0 | 3 |
| Llama 4 Maverick | 1 | 0 | 1 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 2 | 2 | 0 | 5 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 3 | 0 | 5 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 173 | undated | |||
| Comparison | 50 | undated | |||
| Webinar or virtual event | 18 | undated | |||
| Case study | 13 | undated | |||
| Glossary or explainer | 12 | undated | |||
| Report or ebook | 8 | undated | |||
| Template or tool | 1 | undated | |||
| Podcast or video | 1 | undated |
How it is countedHide how it is counted
Every page drivetrain.ai 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.