Network detection and response · October 2026 Edition
ManageEngine NetFlow Analyzer vs ExtraHop RevealX
Zero of fourteen models named ManageEngine NetFlow Analyzer first on the direct prompt; two named ExtraHop RevealX. ManageEngine NetFlow Analyzer was named by twelve of the fourteen models and ExtraHop RevealX by twelve and ManageEngine NetFlow Analyzer carries 15 labels and ExtraHop RevealX 26, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share21%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%15%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 9; printed, not drawn.
Labels1526A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ManageEngine NetFlow Analyzer reading right to left. Rank and label count are printed, not drawn.Vectra AI was named alongside these two in nine of the fourteen direct answers. ManageEngine NetFlow Analyzer vs Vectra AI · ManageEngine NetFlow Analyzer vs Paessler PRTG Network Monitor · ManageEngine NetFlow Analyzer vs Corelight Open NDR
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ManageEngine NetFlow AnalyzerFirst choices, of fourteen modelsExtraHop RevealX
Direct02
Paraphrase100
Comparative00
Budget-constrained202 against ExtraHop RevealX
Scale-constrained00
Negative002 against ExtraHop RevealX
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where ManageEngine NetFlow Analyzer and ExtraHop RevealX stood in it.
| 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 | | |
ManageEngine NetFlow Analyzer ExtraHop RevealX first choice named as an alternative argued againstblank: not namedEach cell is one answer, ManageEngine NetFlow Analyzer on the left and ExtraHop RevealX on the right.The direct prompt
The plain question, one answer per model, grouped by where ManageEngine NetFlow Analyzer and ExtraHop RevealX stood in it.
ExtraHop RevealX first, ManageEngine NetFlow Analyzer not the choice
2 of 14 modelsManageEngine NetFlow Analyzer was named in the answer but not as the choice, or not at all.GPT-5.4 miniExtraHop RevealX, Vectra AI alternatives: Corelight Open NDR, Darktrace
Qwen 3.7 FlashExtraHop RevealX alternatives: Cisco Secure Network Analytics, Darktrace, Vectra Cognito
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-6 LunaVectra AI alternatives: Corelight Open NDR, ExtraHop RevealX
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Darktrace alternatives: ExtraHop Reveal, Vectra AI
Gemini 3.5 FlashVectra AI Platform alternatives: Darktrace, ExtraHop Reveal, Stellar Cyber Open XDR
Perplexity SonarVectra AI alternatives: Corelight Open NDR, Darktrace, ExtraHop Reveal
Grok 4.1 FastVectra AI alternatives: Darktrace, ExtraHop (Reveal(x) or now part of Blend)
Mistral SmallExtraHop Reveal, Vectra AI Platform alternatives: Darktrace
DeepSeek V4 FlashVectra AI alternatives: CrowdStrike Falcon Insight, ExtraHop Reveal
Llama 4 MaverickGatewatcher AIonIQ alternatives: LMNTRIX
Kimi K2Vectra AI alternatives: Arista NDR, ExtraHop Reveal, Stamus Networks Clear NDR
GLM 4.7 FlashXDarktrace alternatives: Cisco Secure Network Analytics, Corelight Open NDR, ExtraHop Reveal, FortiNDR, Vectra AI
MiniMax M2.5ExtraHop Reveal, Vectra AI alternatives: Arista Awake Security, Corelight Open NDR
Muse Glimmer 30BGatewatcher AIonIQ alternatives: Alert Logic Cloud Insight, CrowdStrike Falcon Insight, SentinelOne Singularity
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
ManageEngine NetFlow Analyzer leads by eight points.
ManageEngine NetFlow Analyzer8%#– of 12ExtraHop RevealX0%#11 of 12Mid-marketThe figures above
ManageEngine NetFlow Analyzer leads by eighteen points.
ManageEngine NetFlow Analyzer21%#1 of 9ExtraHop RevealX4%#6 of 9Enterprise
The order flips: ExtraHop RevealX leads at enterprise.
ExtraHop RevealX6%#5 of 7ManageEngine NetFlow Analyzer0%#– of 7What the models said about ManageEngine NetFlow Analyzer
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“ManageEngine NetFlow Analyzer - This tool is suitable for mid-to-large enterprises and offers features such as DPI + Security Analytics and zero-day detection.” Llama 4 Maverick · paraphrase prompt · first choice
“PRTG or ManageEngine NetFlow Analyzer offer the best balance of affordability, ease of use, and functionality.” Claude Haiku 4.5 · paraphrase prompt · first choice
“I'd recommend ManageEngine NetFlow Analyzer as the top network traffic analysis (NTA) tool.” Grok 4.1 Fast · paraphrase prompt · first choice
What the models said about ExtraHop RevealX
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Options to Avoid on a Tight Budget - Darktrace, Vectra AI, ExtraHop” DeepSeek V4 Flash · budget prompt · hard negative
“Licensing complexity (based on Discovered Devices); can generate high alert volumes” MiniMax M2.5 · negative prompt · soft negative
“commercial options like Vectra AI, Darktrace, or ExtraHop ($50K–$500K+/year)” Grok 4.1 Fast · budget prompt · soft negative
“The Overall Industry Leader: ExtraHop RevealX ... named a Leader in the very first Gartner Magic Quadrant” Qwen 3.7 Flash · direct prompt · first choice
“ExtraHop if your main need is excellent network visibility and fast investigations.” GPT-5.4 mini · direct prompt · first choice
“is a stronger enterprise-grade option, but it appears better suited to larger or more advanced deployments than a typical mid-sized company” Perplexity Sonar · paraphrase prompt · alternative
Also compared
ManageEngine NetFlow Analyzer vs Vectra AIManageEngine NetFlow Analyzer vs Paessler PRTG Network MonitorManageEngine NetFlow Analyzer vs Corelight Open NDRManageEngine NetFlow Analyzer vs ExtraHop RevealManageEngine NetFlow Analyzer vs DarktraceVectra AI vs ExtraHop RevealXPaessler PRTG Network Monitor vs ExtraHop RevealXCorelight Open NDR vs ExtraHop RevealXExtraHop Reveal vs ExtraHop RevealXExtraHop RevealX vs DarktraceAll twenty-one head-to-head pages and the full NDR standing
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.