← FP&A & Financial Planning ranking
Head-to-head · July 2026 snapshotMosaic leads overall; Anaplan still owns enterprise and the single-pick question. Mosaic holds a 6-point visibility gap and gets named in 78% of answers versus Anaplan's 65%, driven by Claude and Gemini both preferring it and by winning four of eight question themes including startup fit and feature-led asks. Anaplan's position average of 3 is actually tighter than Mosaic's 4, meaning when Anaplan does get named it lands higher in the list, and ChatGPT is a clear Anaplan ally with a 63 score there against Mosaic's 43.3. The trailing brand's real foothold is enterprise buyers and the decisive single-recommendation question, which suggests buyers and models still associate Anaplan with big-company credibility even as Mosaic pulls ahead on breadth.
| Mosaic | Anaplan | |
|---|---|---|
| Visibility Score | 57 | 51 |
| Rank in category | #1 | #2 |
| Mention rate | 78% | 65% |
| #1 pick rate | 28% | 26% |
| Avg. position when named | 4 | 3 |
The models split: ChatGPT prefers Anaplan, Claude prefers Mosaic, Gemini prefers Mosaic.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
| Question | Mosaic | Anaplan | Edge |
|---|---|---|---|
| Best overallWhat's the best FP&A software for a SaaS company? | 9 | 7 | Mosaic |
| Use-case fitOur finance team is drowning in spreadsheet models for budgeting and forecasting. What should we use? | 8 | 9 | Anaplan |
| Top tools in 2026What are the top financial planning and analysis platforms in 2026? | 9 | 9 | even |
| Startup & small teamWhich FP&A tool is best for a startup finance team of two? | 9 | 2 | Mosaic |
| Enterprise pickWhich FP&A platform should a large enterprise standardize on, considering security, compliance, and scale? | 0 | 9 | Anaplan |
| Feature-led askI want live dashboards for burn, runway, and revenue forecasts. What do you recommend? | 8 | 0 | Mosaic |
| If you could pick oneIf you could only pick one FP&A platform, which one and why? | 4 | 9 | Anaplan |
| Budget & alternativesWhat's a good FP&A tool that connects to QuickBooks and our data warehouse? | 9 | 2 | Mosaic |
Open this matchup in the compare tool → · Mosaic brand report · Anaplan brand report
Measured from 72 fresh answers collected from the models' production APIs in July 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.