Budget & alternatives · Prompt 8 of 8 · July 2026

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

“What's a good FP&A tool that connects to QuickBooks and our data warehouse?”

ChatGPT answered 3× this snapshot

…Here are the strongest picks that play nicely with QuickBooks + a data warehouse: Cube Probably the cleanest fit if you live in spreadsheets (Excel/Google Sheets) Native QuickBooks integration + connects to Snowflake, BigQuery, Redshift, etc. Lets you keep your existing spreadsheet workflows but centralizes data + controls Great for small to mid-size teams that don’t want to “learn a whole new system” Mosaic (now…

Named across its answers: 1. Cube2. Mosaic3. Pigment4. Anaplan5. Abacum

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

Mosaic dominates this question completely, appearing in all 9 answers with an average position of 1.3 and taking the top slot 6 times, while Cube appears equally often but sits at an average position of 3.2 and leads only once. The QuickBooks-plus-data-warehouse framing appears to filter out broader planning tools, which explains why Runway, Causal, OneStream, and SAP Analytics Cloud go unmentioned despite holding top-15 category ranks.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Cube, Mosaic and Pigment on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Mosaic 221111211 9/9 · 6× first · #1.3

Cube 136354322 9/9 · 1× first · #3.2

Pigment 1276133 7/9 · 2× first · #3.3

Planful 642355 6/9 · never first · #4.2

Jirav 55242 5/9 · never first · #3.6

Abacum 446 3/9 · never first · #4.7

Vena 555 3/9 · never first · #5

Vena Solutions 34 2/9 · never first · #3.5

Vareto 44 2/9 · never first · #4

Anaplan 83 2/9 · never first · #5.5

Datarails 77 2/9 · never first · #7

Drivetrain 3 1/9 · never first · #3

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 18 brands named at least once. Never mentioned here: Runway, SAP Analytics Cloud, Causal, OneStream, Adaptive Planning, Oracle Cloud EPM.