Nightfall AI vs Cyberhaven
Zero of fourteen models named Nightfall AI first on the direct prompt; zero named Cyberhaven. Nightfall AI was named by thirteen of the fourteen models and Cyberhaven by nine and Nightfall AI carries 28 labels and Cyberhaven 16, so the shares are not directly comparable.
Named in four categories this edition.
Named in three categories 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 data loss prevention page.
By framing
Nightfall AIFirst choices, of fourteen modelsCyberhaven
Across every category in the November 2026 Edition, Nightfall AI and Cyberhaven were named in the same answer forty times, of the 132 answers naming Nightfall AI and the 92 naming Cyberhaven. In those answers Cyberhaven took the first choice zero times and Nightfall AI four.
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 4.20 | | | | |||
| 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 | | |
Nightfall AI Cyberhaven first choice named as an alternative argued againstblank: not namedEach cell is one answer, Nightfall AI on the left and Cyberhaven on the right.The direct prompt
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 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
Nightfall AI17%#2 of 14Cyberhaven0%#9 of 14Nightfall AI5%#4 of 15Cyberhaven2%#6 of 15Nightfall AI0%#10 of 13Cyberhaven0%#9 of 13What the models said about Nightfall AI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Especially attractive to startups and mid-sized firms adopting cloud-first strategies, but lacks network-level DLP and deeper endpoint controls.” Claude Haiku 4.5 · direct prompt · soft negative
“Look at modern vendors built for mid-market and cloud-first environments (e.g., *Cyberhaven, Nightfall AI, Next DLP, or Code42/Incydr*).” Gemini 3.5 Flash · scale prompt · first choice
“Nightfall or Safetica are the best starting points due to their ease of use, cloud focus, and scalability” Mistral Small · paraphrase prompt · first choice
“Nightfall and Teramind are the most commonly recommended low-cost commercial picks” Muse Glimmer 30B · budget prompt · first choice
What the models said about Cyberhaven
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Look at modern vendors built for mid-market and cloud-first environments (e.g., *Cyberhaven, Nightfall AI, Next DLP, or Code42/Incydr*).” Gemini 3.5 Flash · scale prompt · first choice
“If you need more advanced features or have significant SaaS usage, Cyberhaven or Nightfall would be stronger choices.” MiniMax M2.5 · direct prompt · alternative
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.