Zero of twelve models named EntityKeeper first on the direct prompt; zero named Diligent. EntityKeeper was named by eleven of the twelve models and Diligent by eight and EntityKeeper carries 31 labels and Diligent 11, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories 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. Four of five in this category shown.
“user reviews on Reddit specifically call out its "limited integration capabilities."” DeepSeek V4 Flash · negative prompt · soft negative
“For most small companies, EntityKeeper or Filejet are the best starting points due to their low cost” Mistral Small · budget prompt · first choice
“EntityKeeper stands out as the most budget-aligned option because it is described as affordable” Perplexity Sonar · budget prompt · first choice
“For a typical mid-sized B2B company, I'd recommend starting with EntityKeeper” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Legacy Systems (e.g., Diligent, CSC Entity Management): Often highly robust ... but can feel clunky, require heavy training, have longer implementation times, and carry higher price tags.” Gemini 3.5 Flash · scale prompt · soft negative
“Many legacy systems (like Diligent, Mitratech, or CSC) are designed for large multinationals, hide their pricing ... often start at tens of thousands of dollars per year.” Gemini 3.5 Flash · budget prompt · soft negative
“## Top Recommendation: Diligent” GLM 4.7 FlashX · paraphrase 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.