Five of fourteen models named ChartHop first on the direct prompt; one named Organimi. Both were named by all fourteen models and ChartHop carries 48 labels and Organimi 43, so the shares are not directly comparable.
Named in eight categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the org charts and org design page.
Across every category in the October 2026 Edition, ChartHop and Organimi were named in the same answer sixty-five times, of the 382 answers naming ChartHop and the 112 naming Organimi. In those answers Organimi took the first choice fifteen times and ChartHop eleven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Avoid per-employee pricing models (like ChartHop or Pingboard) if you're budget-constrained” Kimi K2 · budget prompt · hard negative
“consider HR-based tools like ChartHop, Orgvue, or Nakisa, which connect to live data sources and regenerate the chart automatically” Mistral Small · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Tools reliant on infrequent data syncs (e.g., import-only like some tiers of Organimi or Monday.com)” Grok 4.1 Fast · negative prompt · soft negative
“Organimi has data integration issues and is not as scalable as other options” Claude Haiku 4.5 · negative prompt · soft negative
“Organimi at ~$20/mo for up to 150 employees is frequently cited as the affordable dedicated option” Muse Glimmer 30B · budget prompt · first choice
“I'd start with Organimi Premium for a typical mid-market B2B company” GPT-6 Luna · direct prompt · first choice
“Organimi is notable for being completely free for up to 25 users” Perplexity Sonar · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.