JOON is a Lifestyle Spending Account (LSA) platform for employers, brokers, and people teams · joon.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Compt is first at 41%.
Forma is first at 36%. 1 of 14 models made it the first choice when asked directly.
Forma is first at 47%.
“Joon and Compt are the most recommended due to their affordability, ease of use, and low administrative requirements”Mistral Small · Budget-constrained question · first choice
“many budget-constrained teams compare Compt and JOON first: reimbursement-based, no pre-funding, fast launch”Muse Glimmer 30B · Budget-constrained question · first choice
“Choose JOON if you have under 100 employees and want low monthly rates with zero long-term commitment.”Gemini 3.5 Flash · Budget-constrained question · first choice
“JOON | 90%+ utilization, day-one launch, no contracts | Minimal admin, high engagement”Kimi K2 · Scale-constrained question · first choice
“strong products, but they may be better if you can spend a bit more”GPT-5.4 mini · Budget-constrained question · warning
The products named in the same answers as JOON, over the 56 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 51 | 14 | Compare → | |
| 44 | 3 | Compare → | |
| 37 | 8 | Compare → | |
| 24 | 1 | View → | |
| 24 | 0 | View → | |
| 17 | 0 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | Compare → | |
| 5 | 0 | View → | |
| 5 | 0 | View → |
What the models named instead of JOON →
A side-by-side page exists where both products are among a category's top eight.
Stated on JOON's own site, not checked by Gane.
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 →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 56 of the 56 answers that named JOON and are not a share of its labels.
217 of the 277 domain citations in answers naming JOON came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 1 | 0 | 2 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 3 | 0 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 1 | 1 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 107 | 8 | 2026-09-08 | ||
| Comparison | 6 | 0 | 2025-01-31 | ||
| Webinar or virtual event | 2 | 0 | 2025-09-25 | ||
| Glossary or explainer | 2 | 2 | 2026-08-20 | ||
| Conference or event | 1 | 0 | 2025-03-13 | ||
| Podcast or video | 1 | undated |
Every page joon.io 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.