One of twelve models named ContractZen first on the direct prompt; one named Filejet. ContractZen was named by nine of the twelve models and Filejet by eight and ContractZen carries 12 labels and Filejet 14, so the shares are not directly comparable.
Named in one category 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 twelve 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 entity management page.
| 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 |
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. Three of four in this category shown.
“I'd recommend ContractZen as the top corporate governance and entity management tool” Grok 4.1 Fast · paraphrase prompt · first choice
“I recommend ContractZen as a strong corporate governance and entity management tool” Mistral Small · paraphrase prompt · first choice
“ContractZen is the best overall choice for most mid-market B2B companies.” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For most small companies, EntityKeeper or Filejet are the best starting points due to their low cost” Mistral Small · budget prompt · first choice
“Filejet (Best Overall Value) ... widely considered one of the most transparent and budget-friendly options” GLM 4.7 FlashX · budget prompt · first choice
“Start with FileJet if you want the best balance of automation, transparent pricing, and value” Kimi K2 · 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.