Index › IT › Network and edge › SD-WAN › Enterprise · November 2026 Edition

SD-WAN for enterprise buyers

Asked as “SD-WAN platform”, and as “software-defined WAN solution”, on behalf of an enterprise B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
45%
45Cisco Catalyst SD-WAN39Fortinet Secure SD-WAN06Palo Alto Networks Prisma SD-WAN10others

45% of first choices, clear leader.

Since October 2026▼−5Since October 2026: 50% → 45%, −5 points. Inside the 11-point floor: within noise.Cisco Catalyst SD-WAN held the lead, −5 points on 50%, inside the 11-point floor.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Cisco Catalyst SD-WAN45%18%66endorsed leader▼−5Since October 2026: 50% → 45%, −5 points. Inside the 11-point floor: within noise.50% → 45%
02Fortinet Secure SD-WAN39%3%68endorsed leader▲+11Since October 2026: 28% → 39%, +11 points. Inside the 11-point floor: within noise.28% → 39%
03Palo Alto Networks Prisma SD-WAN6%14%56accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise.2% → 6%
04Cato SASE Cloud4%7%29accepted challenger▼−5Since October 2026: 9% → 4%, −5 points. Inside the 11-point floor: within noise.9% → 4%
05HPE Aruba EdgeConnect2%10%40accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
06VMware VeloCloud SD-WAN2%32%50criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Show the five products at 0%, ordered by negative rate
09Cisco Meraki SD-WAN0%30%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
10Cisco0%27%11criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
11Aryaka0%20%10accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
07Versa Secure SD-WAN0%6%35accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
08Juniper Session Smart Routing (SSR) / Mist SD-WAN0%0%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured

Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All ten head-to-head pages: the top five products, each against each

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Cisco Catalyst SD-WAN45%
02Fortinet Secure SD-WAN39%
03Palo Alto Networks Prisma SD-WAN6%
04Cato SASE Cloud4%
05HPE Aruba EdgeConnect2%
06VMware VeloCloud SD-WAN2%
07Versa Secure SD-WAN0%
08Juniper Session Smart Routing (SSR) / Mist SD-WAN0%
09Cisco Meraki SD-WAN0%
10Cisco0%
11Aryaka0%

What they warned about

Seven of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Mistral Small, Qwen 3.7 Flash, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
VMware VeloCloud SD-WAN
32%
16 of 50 labels negative · 12 of 14 models · 4 hard negative
“Proceed with extreme caution... This is a platform in transition, not a solid foundation for a multi-year WAN transformation.” DeepSeek V4 Flash, negative prompt
Cisco Catalyst SD-WAN
18%
12 of 66 labels negative · 9 of 14 models · 5 hard negative
“Zero-day exploitation tied to Volt Typhoon... security patch urgency, high exposure from the current exploitation wave, and management complexity” Muse Glimmer 30B, negative prompt
Palo Alto Networks Prisma SD-WAN
14%
8 of 56 labels negative · 7 of 14 models · 2 hard negative
“Some users advise against using Prisma, citing issues with the knowledge base, settings, and technical support.” Llama 4 Maverick, negative prompt
Cisco Meraki SD-WAN
30%
6 of 20 labels negative · 5 of 14 models · 2 hard negative
“better suited for small-to-medium deployments rather than large enterprises due to scalability and management limitations at scale” Mistral Small, negative prompt

What they cite

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.

Sites the answers cite

79 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 902 links across 200 sites, every framing counted. Ranked by the number of answers carrying the site or page. 52 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.

vendor site · Fortinet40 answers · 74 citations · 14 models
vendor site · Cisco39 answers · 73 citations · 14 models
23 answers · 29 citations · 9 models
22 answers · 24 citations · 10 models
vendor site · Guideflow20 answers · 21 citations · 8 models
20 answers · 20 citations · 8 models
vendor site · G219 answers · 22 citations · 8 models
vendor site · HPE17 answers · 25 citations · 8 models
16 answers · 20 citations · 9 models
15 answers · 16 citations · 9 models
publisher (Gane)15 answers · 15 citations · 9 models
15 answers · 15 citations · 7 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

Search against answers

Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best sd-wan platform”, “sd-wan platform”, “sd-wan platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
Company and productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsPaid search a month, est.Google ads, last 30 daysBest Google position
Cisco parent site
Cisco Catalyst SD-WAN 45%, Cisco Meraki SD-WAN 0%
45%147165,00048,352
Fortinet parent site
Fortinet Secure SD-WAN 39%, Fortinet FortiSASE 0%
39%19049,5002,339
Palo Alto Networks parent site
Palo Alto Networks Prisma SD-WAN 6%
6%11540,5001,088
Cato catonetworks.com
Cato SASE Cloud 4%
4%12630120,161 company102
HPE arubanetworks.com
HPE Aruba EdgeConnect 2%
2%9527,1005,5222,865
VMware parent site
VMware VeloCloud SD-WAN 2%, VMware NSX SD‑WAN 0%
2%10674,00017,842
Cato SASE Platform2%
Versa versa-networks.com
Versa Secure SD-WAN 0%
0%6020114,861 company$85493
Juniper Session Smart Routing (SSR) / Mist SD-WAN juniper.net0%130267,3080
Cisco cisco.com0%121165,00048,3525,114,808$683912

Google's top ten for the three searches hold 23 sites; 4 of them are among the sites the models cited here (cisco.com, g2.com, peerspot.com, techtarget.com). The first result for “best sd-wan platform” is g2.com.

How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
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ModelDirect“What is the best SD-WAN platform for an enterprise B2B company?”Paraphrase“Which software-defined WAN solution would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade SD-WAN platforms and how do they differ?”Budget-constrained“What is the best SD-WAN platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a SD-WAN platform. What should we look at?”Negative“Which SD-WAN platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Cisco Catalyst SD-WAN
Four alternativesAryaka, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
no first choiceChangedCisco Catalyst SD-WAN
Five alternativesCisco Meraki SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cato SASE Platform, Cisco Catalyst SD-WAN
One alternativeCisco Meraki SD-WAN
no first choiceagainst: Cisco Catalyst SD-WANagainst: Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
GPT-5.4 miniCisco Catalyst SD-WAN
Four alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANHeld
Two alternativesFortinet Secure SD-WAN, Versa Secure SD-WAN
Cisco
Eight alternativesCradlepoint, Ericsson, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Juniper Session Smart Routing (SSR) / Mist SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
Two alternativesCisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN
Gemini 3.5 FlashFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Three alternativesCato SASE Cloud, Cisco, VMware VeloCloud SD-WAN
Palo Alto Networks Prisma SD-WANChanged
Three alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect
Fortinet Secure SD-WAN
Five alternativesCisco Catalyst SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
Three alternativesCisco Catalyst SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
no first choice
Five alternativesCato SASE Cloud, Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
against: Barracuda SD-WAN, Cisco Meraki SD-WAN, Citrix SD-WAN, Oracle SD-WAN, Peplink, Riverbed SteelConnect, SonicWall, Ubiquiti UniFi, VMware VeloCloud SD-WAN
Perplexity SonarCisco Catalyst SD-WAN
Four alternativesCato SASE Cloud, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
against: Cisco Meraki SD-WAN
Cisco Catalyst SD-WANHeld
Five alternativesCato SASE Cloud, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Cisco Catalyst SD-WAN
Six alternativesCato SASE Cloud, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
One alternativeCisco Catalyst SD-WAN
no first choiceagainst: Aryaka, Bigleaf Networks, Cisco Meraki SD-WAN, Versa Secure SD-WAN
Grok 4.20Cisco Catalyst SD-WAN
Three alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANHeld
Four alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Three alternativesCisco, HPE Aruba EdgeConnect, Versa Secure SD-WAN
against: VMware VeloCloud SD-WAN
Fortinet Secure SD-WANagainst: Cisco, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WANno first choiceagainst: Aryaka, Barracuda SD-WAN, Cato SASE Cloud, Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Mistral SmallVMware VeloCloud SD-WAN
Three alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN, Fortinet Secure SD-WANChanged
Two alternativesCato SASE Cloud, VMware VeloCloud SD-WAN
no first choiceCisco Catalyst SD-WAN
One alternativeFortinet Secure SD-WAN
no first choiceagainst: Aruba Central, Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
DeepSeek V4 FlashFortinet Secure SD-WAN
Four alternativesCato SASE Cloud, Cisco Catalyst SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
Fortinet Secure SD-WANHeld
Two alternativesCisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN
no first choice
Seven alternativesCato SASE Cloud, Cisco, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
One alternativeCisco Catalyst SD-WAN
against: HPE Aruba EdgeConnect
no first choiceagainst: Arista VeloCloud SD-WAN, Cato SASE Cloud, Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Cradlepoint, HPE Aruba EdgeConnect, Masergy, New Horizon, Nuage, Spectrotel, TP-Link SD-WAN, Talari, VMware VeloCloud SD-WAN, Windstream, Zyxel
Llama 4 MaverickCisco Catalyst SD-WAN
Three alternativesCato SASE Cloud, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect
Cisco Catalyst SD-WANHeld
Two alternativesCato SASE Cloud, Fortinet Secure SD-WAN
no first choiceCisco Catalyst SD-WAN
Two alternativesCato SASE Cloud, Fortinet Secure SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Qwen 3.7 FlashCisco Catalyst SD-WAN
Five alternativesAryaka, Cato SASE Cloud, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN, Fortinet Secure SD-WANChanged
One alternativeVMware VeloCloud SD-WAN
no first choiceFortinet Secure SD-WAN
Two alternativesCisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN
no first choiceagainst: Cisco, Palo Alto Networks Prisma SD-WAN, Riverbed SteelConnect, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Kimi K2Fortinet Secure SD-WAN
Four alternativesHPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
against: Cisco
Fortinet Secure SD-WANHeld
Four alternativesCato SASE Cloud, Cisco Catalyst SD-WAN, Juniper Session Smart Routing (SSR) / Mist SD-WAN, Palo Alto Networks Prisma SD-WAN
against: VMware VeloCloud SD-WAN
no first choice
Six alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
One alternativeVersa Secure SD-WAN
against: Cisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
no first choiceagainst: VMware VeloCloud SD-WAN
GLM 4.7 FlashXCisco Catalyst SD-WAN
Two alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WANHeld
Four alternativesAryaka, Fortinet Secure SD-WAN, Juniper AI‑Native SD‑WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN
Five alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Cato SASE Cloud
Four alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware NSX SD‑WAN
no first choiceagainst: LevelBlue, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Verizon
MiniMax M2.5Cisco Catalyst SD-WAN, HPE Aruba EdgeConnect
Two alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Fortinet Secure SD-WANChanged
Four alternativesCisco Catalyst SD-WAN, HPE Aruba SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
Cisco, Fortinet Secure SD-WAN
Four alternativesHPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Cato SASE Cloud, Cisco Catalyst SD-WAN
Two alternativesFortinet Secure SD-WAN, VMware VeloCloud SD-WAN
no first choiceagainst: Aruba SD-WAN, Cisco Meraki SD-WAN, VMware VeloCloud SD-WAN
GPT-6 LunaCisco Catalyst SD-WAN
Three alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
Cisco Catalyst SD-WAN, Fortinet Secure SD-WANChanged
One alternativeHPE Aruba EdgeConnect
no first choiceFortinet Secure SD-WAN
One alternativeCisco Meraki SD-WAN
against: Cisco Catalyst SD-WAN
no first choiceagainst: Citrix SD-WAN, Oracle SD-WAN Edge, Riverbed SteelConnect EX, Riverbed SteelConnect SDI / SteelHead-SD, VMware VeloCloud SD-WAN
Muse Glimmer 30BFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Two alternativesCisco Catalyst SD-WAN, HPE Aruba EdgeConnect
Cisco Catalyst SD-WANChanged
Four alternativesFortinet FortiSASE, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN
Nine alternativesAryaka Unified SASE as a Service, Cato SASE Cloud, Expereo, FortiGate SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
One alternativeCisco Catalyst SD-WAN
no first choiceagainst: Barracuda SD-WAN, Cisco Catalyst SD-WAN, VMware VeloCloud SD-WAN
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 12:35yes108 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 17:13yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:54yes922 s
Direct recommendationPerplexity Sonarsonar2026-11-01 17:57yes104 s
Direct recommendationGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 16:48yes511 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-11-01 15:59yes55 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:03yes2231 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 11:18yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 09:06yes522 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-11-01 11:42yes962 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 12:50yes23169 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 11:57yes932 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-11-01 12:30yes48 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 14:14yes2025 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 17:53no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 19:31yes55 s
ParaphraseGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 09:39no015 s
ParaphrasePerplexity Sonarsonar2026-11-01 17:15yes104 s
ParaphraseGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 19:42yes58 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-11-01 10:46yes910 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 14:32yes2528 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 09:01yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 14:38yes23104 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-11-01 16:53yes1018 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 13:10yes1439 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 19:04yes1044 s
ParaphraseGPT-6 Lunagpt-6-luna2026-11-01 14:40yes311 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 11:49yes1524 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 18:17yes99 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 19:07yes611 s
ComparativeGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:38yes828 s
ComparativePerplexity Sonarsonar2026-11-01 12:04yes106 s
ComparativeGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 15:46yes515 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-11-01 11:32yes812 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 19:08yes2346 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 12:23yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 14:48yes527 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-11-01 14:50yes1935 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 10:44yes25326 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 13:33yes2546 s
ComparativeGPT-6 Lunagpt-6-luna2026-11-01 15:44yes831 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:55yes1525 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 17:23yes199 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 09:29yes35 s
Budget constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 10:17yes1025 s
Budget constrainedPerplexity Sonarsonar2026-11-01 15:44yes104 s
Budget constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 17:01yes1013 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 16:01yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 09:30yes2427 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 17:53yes54 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 18:13yes514 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 18:03yes1544 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 11:38yes22142 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 12:21yes523 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-11-01 12:20yes418 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 15:40yes1319 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 19:14yes1812 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 09:38yes29 s
Scale constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 18:14no022 s
Scale constrainedPerplexity Sonarsonar2026-11-01 19:44yes109 s
Scale constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 16:03yes1020 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 14:19no09 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 11:23yes2337 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 16:19yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 16:56yes937 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 10:17yes1425 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 08:57yes1433 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 15:40yes1024 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-11-01 16:37yes521 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 09:03yes1423 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 11:22yes189 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 14:49yes67 s
Negative framingGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 10:46yes618 s
Negative framingPerplexity Sonarsonar2026-11-01 19:19yes105 s
Negative framingGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 17:58yes911 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-11-01 19:13yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 15:46yes2454 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 13:08yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 17:05no037 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-11-01 09:29yes2421 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 19:38yes24123 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 19:19yes2359 s
Negative framingGPT-6 Lunagpt-6-luna2026-11-01 08:55yes523 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 08:53yes1526 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

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Category-scoped readings
Arista read as Arista VeloCloud SD-WAN
Arista (VeloCloud) read as Arista VeloCloud SD-WAN
Barracuda read as Barracuda SD-WAN
Broadcom (VMware SD-WAN) read as VMware VeloCloud SD-WAN
Broadcom (VMware VeloCloud / VeloCloud by Broadcom) read as VMware VeloCloud SD-WAN
Broadcom (VMware VeloCloud) read as VMware VeloCloud SD-WAN
Broadcom (VMware) read as VMware VeloCloud SD-WAN
Cato read as Cato SASE Cloud
Cato Networks read as Cato SASE Cloud
Cato Networks (SASE Cloud) read as Cato SASE Cloud
Cato Networks SASE Cloud read as Cato SASE Cloud
Cisco Meraki read as Cisco Meraki SD-WAN
Cisco Meraki MX read as Cisco Meraki SD-WAN
Citrix read as Citrix SD-WAN
Fortinet read as Fortinet Secure SD-WAN
Fortinet (FortiGate / Secure SD-WAN) read as Fortinet Secure SD-WAN
Fortinet (FortiGate Secure SD-WAN) read as Fortinet Secure SD-WAN
Fortinet (Secure SD-WAN) read as Fortinet Secure SD-WAN
Fortinet FortiGate read as Fortinet Secure SD-WAN
Fortinet Secure SD‑WAN read as Fortinet Secure SD-WAN
HPE read as HPE Aruba EdgeConnect
HPE (Aruba EdgeConnect) read as HPE Aruba EdgeConnect
HPE (Aruba) read as HPE Aruba EdgeConnect
HPE Aruba read as HPE Aruba EdgeConnect
HPE Aruba (Silver Peak) read as HPE Aruba EdgeConnect
HPE Aruba (VeloCloud) read as HPE Aruba EdgeConnect
HPE Aruba Networking EdgeConnect SD-WAN read as HPE Aruba EdgeConnect
Juniper read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Juniper (Session Smart Router) read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Juniper (Session Smart Routing) read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Juniper Mist read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Juniper SD-WAN read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Meraki read as Cisco Meraki SD-WAN
Nuage Networks read as Nuage
Palo Alto Networks read as Palo Alto Networks Prisma SD-WAN
Palo Alto Networks (Prisma SD-WAN / Prisma SASE) read as Palo Alto Networks Prisma SD-WAN
Palo Alto Networks (Prisma SD-WAN) read as Palo Alto Networks Prisma SD-WAN
Prisma (Palo Alto Networks) read as Palo Alto Networks Prisma SD-WAN
Riverbed read as Riverbed SteelConnect
Ubiquiti read as Ubiquiti UniFi
VMware read as VMware VeloCloud SD-WAN
VMware (now Broadcom) read as VMware VeloCloud SD-WAN
VMware VeloCloud read as VMware VeloCloud SD-WAN
VMware VeloCloud (Broadcom) read as VMware VeloCloud SD-WAN
VMware VeloCloud (now Arista VeloCloud) read as VMware VeloCloud SD-WAN
VMware VeloCloud (now Broadcom) read as VMware VeloCloud SD-WAN
Versa read as Versa Secure SD-WAN
Versa Networks read as Versa Secure SD-WAN
Versa Networks (SD-WAN & SASE) read as Versa Secure SD-WAN
Versa Networks (Versa Secure SD-WAN) read as Versa Secure SD-WAN
Unresolved, counted raw
128 Technology
Aruba SD-WAN (HPE)
Aryaka Unified SASE as a Service
Cato SASE Platform
Forcepoint FlexEdge
HPE Aruba SD-WAN
HPE Juniper Session Smart Router (SSR)
HPE Networking EdgeConnect
HPE SD-WAN (EdgeConnect)
Juniper AI‑Native SD‑WAN
Juniper Session Smart / Mist SD-WAN
Meraki Dashboard
Netskope Pure-Flight
New Horizon
Oracle SD-WAN (formerly Talari Networks)
Oracle SD-WAN Edge (formerly Talari)
Riverbed SteelConnect EX
Riverbed SteelConnect SDI / SteelHead-SD
TP-Link SD-WAN
VeloCloud VCO
Viptela vManage
Discontinued, still offered
No shut-down product was recommended here.
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