Startup & small team · Prompt 4 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which FP&A tool is best for a startup finance team of two?”

ChatGPT answered 3× this snapshot

…the main options shake out: If you want speed + flexibility (most startups do): Mosaic (now part of Hibob ecosystem in some cases) Strong for SaaS metrics, integrates well with QuickBooks/Xero, and gives you usable dashboards fast. Light enough for a tiny team. Good balance of structure and flexibility. Datarails (Excel + automation layer) If you already live in Excel, this is one of the least disruptive upgrades.…

Named across its answers: 1. Mosaic2. Pigment3. Runway4. Datarails5. LiveFlow

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Mosaic dominates this question with perfect mention rate and a first-recommendation lead that Cube, named in 8 of 9 answers, cannot match at an average position of 3.1. The absence of Workday Adaptive Planning, Planful, SAP Analytics Cloud, and Vena Solutions tells buyers and vendors alike that category rank does not transfer to startup-framed queries.

AI-generated read of the July 2026 measurements.

Who wins this question

Contested Consensus

All three models name Mosaic and Cube on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Mosaic 192111221 9/9 · 5× first · #2.2

Cube 57234112 8/9 · 2× first · #3.1

Runway 61322 5/9 · 1× first · #2.8

Pigment 68444 5/9 · never first · #5.2

Jirav 3533 4/9 · never first · #3.5

Causal 5533 4/9 · never first · #4

Google Sheets 166 3/9 · 1× first · #4.3

Fathom 476 3/9 · never first · #5.7

Datarails 23 2/9 · never first · #2.5

LiveFlow 36 2/9 · never first · #4.5

Coefficient 74 2/9 · never first · #5.5

Anaplan 75 2/9 · never first · #6

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 20 brands named at least once. Never mentioned here: Workday Adaptive Planning, Planful, SAP Analytics Cloud, Vena Solutions, OneStream, Adaptive Planning, Oracle Cloud EPM.