| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data center networking | Network and edge | 0% | 25 of 165 | 19% | 26 | accepted challenger | |
| Next-generation firewalls | Network and edge | 0% | 38 of 83 | 0% | 1 | under 10 labels · led by Fortinet FortiGate at 73% | goneNot named this edition; 0% in September 2026. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 2 | 0 | 3 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“platforms from Arista (CloudVision), Juniper (Apstra), or Cisco (with careful evaluation) are considered more mature and widely supported” Mistral Small · Data center networking · negative prompt · first choice
“also highly regarded for their high-performance, low-latency switches and robust software-defined networking capabilities” Mistral Small · Data center networking · direct prompt · alternative
“Three of the seven firewalls achieved *Recommended* ratings: Check Point, Juniper Networks, and Versa Networks.” Muse Glimmer 30B · Firewalls · negative prompt · alternative
“Good mid-size fit, solid performance, MetaFabric architecture | Smaller market share in data center” DeepSeek V4 Flash · Data center networking · scale prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Cisco ACI, Nexus 9000 with extensive features enabled, or overly rich SD‑N stacks can introduce configuration‑driven bugs if not fully tested.” GLM 4.7 FlashX · Data center networking · negative prompt · soft negative
“Proceed with caution if you are making massive, multi-year bets on proprietary management software (like Apstra or Mist).” Gemini 3.5 Flash · Data center networking · negative prompt · soft negative
“A Reddit discussion advises caution with Juniper right now because of uncertainty around the HPE situation” Perplexity Sonar · Data center networking · negative prompt · soft negative
“Lower rankings: Scores ~7.2/10 in comparisons (vs. Arista's 8.2+); some human error risks in legacy setups” Grok 4.20 · Data center networking · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 69 of the 80 answers that named Juniper Networks and are not a share of its labels.
199 of the 224 domain citations in answers naming Juniper Networks came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Case study | 831 | undated | |||
| Report or ebook | 315 | undated | SASE | ||
| Webinar or virtual event | 94 | 0 | 2022-09-01 | ||
| Comparison | 90 | 0 | 2025-04-01 | ||
| Glossary or explainer | 84 | 0 | 2020-12-01 | ||
| Conference or event | 36 | 0 | 2020-12-01 | ||
| News or press | 8 | undated | |||
| Blog | 4 | undated | |||
| Template or tool | 3 | undated | |||
| Podcast or video | 3 | undated |
Every page juniper.net exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Juniper Networks's own pages state, read October 5, 2026: juniper.net/us/en/services/juniper-networks-training-credits-datasheet.html, juniper.net/us/en/services/juniper-networks-premium-care-services-datasheet.html, juniper.net/us/en/services/juniper-networks-advanced-care-plus-quick-start-package-datasheet.html, juniper.net/us/en/services/juniper-networks-security-technical-implementation-guides-compliance-service-datasheet.html, juniper.net/us/en/solutions/solution-briefs/2025/apexaiq-and-juniper-networks-eliminate-blind-spots-everywhere.html. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Juniper Networks's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Juniper Networks, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Juniper Networks by email, built from the raw record of the edition. It shows: