ExtraHop Reveal vs Darktrace
Two of fourteen models named ExtraHop Reveal first on the direct prompt; two named Darktrace. ExtraHop Reveal was named by ten of the fourteen models and Darktrace by fourteen and ExtraHop Reveal carries 17 labels and Darktrace 44, so the shares are not directly comparable.
Named in one category this edition.
Named in seven 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 network detection and response page.
By framing
ExtraHop RevealFirst choices, of fourteen modelsDarktrace
Across every category in the October 2026 Edition, ExtraHop Reveal and Darktrace were named in the same answer thirty times, of the 40 answers naming ExtraHop Reveal and the 201 naming Darktrace. In those answers Darktrace took the first choice seven times and ExtraHop Reveal 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 | | |
ExtraHop Reveal Darktrace first choice named as an alternative argued againstblank: not namedEach cell is one answer, ExtraHop Reveal on the left and Darktrace on the right.The direct prompt
ExtraHop Reveal first, Darktrace an alternative
2 of 14 modelsDarktrace was named in the answer but not as the choice, or not at all.Darktrace first, ExtraHop Reveal an alternative
2 of 14 modelsExtraHop Reveal was named in the answer but not as the choice, or not at all.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
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
ExtraHop Reveal0%#10 of 12Darktrace0%#12 of 12ExtraHop Reveal4%#5 of 9Darktrace4%#7 of 9Darktrace13%#2 of 7ExtraHop Reveal9%#3 of 7What the models said about ExtraHop Reveal
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Real-time visibility into encrypted, east-west, and north-south traffic; cloud-scale machine learning; packet-level insights” Mistral Small · comparative prompt · first choice
“ExtraHop excels when you need deep packet analysis and decryption” MiniMax M2.5 · comparative prompt · first choice
“Vectra AI and ExtraHop Reveal(x) are the top recommendations” Mistral Small · direct prompt · first choice
What the models said about Darktrace
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“What to Avoid for Mid-Market ... Premium pricing ($50K–$500K+/year), designed for large enterprises” Kimi K2 · direct prompt · hard negative
“Options to Avoid on a Tight Budget - Darktrace, Vectra AI, ExtraHop” DeepSeek V4 Flash · budget prompt · hard negative
“Best overall AI‑led detection: Darktrace – strong self‑learning models, autonomous response, and broad industry relevance.” GLM 4.7 FlashX · direct prompt · first choice
“Prioritize vendors with proven encrypted visibility, low-noise AI (e.g., Leaders in Gartner 2025 like Darktrace/Vectra)” Grok 4.1 Fast · negative prompt · first choice
“If you have a small team with no dedicated SOC analyst: Darktrace is the easiest to deploy and operationalize” Gemini 3.5 Flash · comparative 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.