Pulley vs Qapita
Two of fourteen models named Pulley first on the direct prompt; three named Qapita. Pulley was named by fourteen of the fourteen models and Qapita by twelve and Pulley carries 66 labels and Qapita 29, so the shares are not directly comparable.
Named in two 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 cap table management page.
By framing
PulleyFirst choices, of fourteen modelsQapita
Across every category in the October 2026 Edition, Pulley and Qapita were named in the same answer fifty times, of the 189 answers naming Pulley and the 70 naming Qapita. In those answers Qapita took the first choice three times and Pulley three.
Every model, every framing
| 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 | | | | | |
Pulley Qapita first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pulley on the left and Qapita on the right.The direct prompt
Pulley first, Qapita not the choice
2 of 14 modelsQapita was named in the answer but not as the choice, or not at all.Qapita first, Pulley an alternative
3 of 14 modelsPulley was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Qapita9%#4 of 11Pulley5%#6 of 11What the models said about Pulley
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Pulley is closing - The platform announced it will cease operations on December 8, 2026 ... If you're considering Pulley, you'll want to evaluate Carta or other alternatives.” MiniMax M2.5 · comparative prompt · hard negative
“Pulley — caution right now because it announced it is shutting down, with final day of operations/services on December 8, 2026.” GPT-5.4 mini · negative prompt · hard negative
“Pulley — avoid for a new setup; migrate if you're already a customer. Pulley has announced it will end operations on December 8, 2026.” GPT-6 Luna · negative prompt · hard negative
“My specific recommendation for most mid-market B2B companies: ... Pulley offers the best balance of capability, price transparency, and ease of use.” DeepSeek V4 Flash · direct prompt · first choice
“Pulley has emerged as the primary challenger to Carta. It is designed specifically for high-growth startups moving through multiple funding rounds.” Qwen 3.7 Flash · comparative prompt · first choice
“Start with Cake Equity or Pulley—both offer the right balance of features” Kimi K2 · direct prompt · first choice
What the models said about Qapita
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“recurring mentions of technical issues, limited customization, and complex reporting” Claude Haiku 4.5 · negative prompt · soft negative
“Qapita is a top recommendation due to its strong mid-market focus, ease of use, and comprehensive features” Mistral Small · paraphrase prompt · first choice
“Qapita stands out as the best overall choice due to its scalability, automation, and global capabilities.” Mistral Small · direct prompt · first choice
“Qapita — Best Overall for Mid-Market ... Go with Qapita or Cake Equity” MiniMax M2.5 · direct 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.