AI Indexes
IT AI Index
October 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index › Network and edge › SD-WAN › Enterprise › October 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. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
50%
50Cisco Catalyst SD-WAN28Fortinet Secure SD-WAN09Cato SASE Cloud13others

50% of first choices, clear leader.

Since September 2026▲+6Since September 2026: 45% → 51%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Cisco Catalyst SD-WAN held the lead, +6 points on 45%, 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 September 2026
01Cisco Catalyst SD-WAN50%14%63endorsed leader▲+6Since September 2026: 45% → 51%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.45% → 51%
02Fortinet Secure SD-WAN28%2%60accepted challenger▲+1Since September 2026: 27% → 28%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.27% → 28%
03Cato SASE Cloud9%10%21accepted challenger▼−1Since September 2026: 11% → 10%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.11% → 10%
04HPE Aruba EdgeConnect4%5%37accepted challenger▼−7Since September 2026: 7% → 0%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 0%
05Palo Alto Networks Prisma SD-WAN2%4%46accepted challenger▼−2Since September 2026: 5% → 3%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 3%
06Aryaka2%6%16accepted challenger▲+3Since September 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 3%
Show the three products at 0%, ordered by negative rate
09Cisco Meraki SD-WAN0%47%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
08VMware VeloCloud SD-WAN0%42%40criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
07Versa Secure SD-WAN0%16%25accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
All twenty-one head-to-head pages: the top seven 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
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Cisco Catalyst SD-WAN50%
02Fortinet Secure SD-WAN28%
03Cato SASE Cloud9%
04HPE Aruba EdgeConnect4%
05Palo Alto Networks Prisma SD-WAN2%
06Aryaka2%
07Versa Secure SD-WAN0%
08VMware VeloCloud SD-WAN0%
09Cisco Meraki SD-WAN0%

What they warned about

Eight of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, DeepSeek V4 Flash, Qwen 3.7 Flash and GPT-6 Luna 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.
Cisco Meraki SD-WAN
47%
8 of 17 labels negative · 8 of 14 models · 4 hard negative
“The clearest examples to **avoid or scrutinize heavily** are: - **Cisco Meraki**: It is repeatedly described as better suited to **small-to-medium** deployments” Perplexity Sonar, negative prompt
VMware VeloCloud SD-WAN
42%
17 of 40 labels negative · 8 of 14 models · 4 hard negative
“There is significant uncertainty regarding its future roadmap, pricing models, and support structures... This makes it risky for long-term enterprise commitments.” Mistral Small, negative prompt
Cisco Catalyst SD-WAN
14%
9 of 63 labels negative · 6 of 14 models · 1 hard negative
“Large enterprises should be particularly cautious about Cisco's current offering.” Claude Haiku 4.5, negative prompt
Peplink
100%
4 of 4 labels negative · 4 of 14 models · 4 hard negative
“designed specifically for **small businesses**, so it is likely not the right fit for large enterprise requirements” Perplexity Sonar, negative prompt

What they cite

Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

81 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. 1126 links across 253 sites, every framing counted. Ranked by the number of answers carrying the site or page. 59 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 · Guideflow54 answers · 54 citations · 12 models
vendor site · Cisco44 answers · 81 citations · 13 models
vendor site · Fortinet36 answers · 59 citations · 13 models
34 answers · 46 citations · 11 models
31 answers · 31 citations · 10 models
28 answers · 43 citations · 10 models
26 answers · 26 citations · 10 models
vendor site · G225 answers · 30 citations · 10 models
22 answers · 22 citations · 10 models
20 answers · 21 citations · 9 models
vendor site · HPE18 answers · 30 citations · 8 models
vendor site · Palo Alto Networks17 answers · 18 citations · 9 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 50%
50%129165,00048,352
Fortinet parent site
Fortinet Secure SD-WAN 28%
28%17449,5002,339
Cato catonetworks.com
Cato SASE Cloud 9%
9%12130120,161 company102
HPE arubanetworks.com
HPE Aruba EdgeConnect 4%
4%9527,1005,5222,865
Cisco cisco.com
Cisco 4%, Cisco Catalyst SD-WAN (Viptela) or Meraki SD-WAN 0%
4%199165,00048,3525,114,808$683912
Palo Alto Networks parent site
Palo Alto Networks Prisma SD-WAN 2%, Palo Alto Networks Prisma SASE 0%
2%10940,5001,088
Aryaka aryaka.com2%27590451,39511
Versa versa-networks.com
Versa Secure SD-WAN 0%
0%5920114,861 company$85493
Juniper Session Smart Routing (SSR) / Mist SD-WAN juniper.net0%80267,3080
Check Point parent site
Check Point Cloud Firewall 0%, Check Point SD-WAN 0%
0%614,8004,487

Google's top ten for the three searches hold 23 sites; 5 of them are among the sites the models cited here (cisco.com, g2.com, gartner.com, paloaltonetworks.com, peerspot.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.
ShowHide
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 4.5no first choiceCato SASE CloudChanged
Two alternativesCisco Catalyst SD-WAN, Palo Alto Networks Prisma SASE
Fortinet Secure SD-WAN
Four alternativesCato SASE Cloud, Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Palo Alto Networks Prisma SD-WAN
Aryaka
Two alternativesCato SASE Cloud, Cisco Catalyst SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN
GPT-5.4 miniFortinet Secure SD-WAN
Three alternativesCisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
Cisco Catalyst SD-WANChanged
Three alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
no first choice
Five alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN, HPE Juniper Networking, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
One alternativePalo Alto Networks Prisma SASE
no first choiceagainst: Cisco DNA SD-WAN
Gemini 3.5 FlashFortinet Secure SD-WAN
Six alternativesAryaka, Cato SASE Cloud, Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
Palo Alto Networks Prisma SD-WANChanged
Two alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN, Versa Secure SD-WANCato SASE Cloud, Fortinet Secure SD-WANagainst: Cisco Catalyst SD-WAN, HPE Aruba EdgeConnect, VMware VeloCloud SD-WANno first choiceagainst: Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Citrix SD-WAN, OPNsense, VMware VeloCloud SD-WAN, Versa Secure SD-WAN, pfSense
Perplexity SonarCisco Catalyst SD-WAN
Two alternativesFortinet Secure SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANHeld
Two alternativesFortinet Secure SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WAN
Five alternativesAryaka, Cato SASE Cloud, Fortinet Secure SD-WAN, Netskope One SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WAN
One alternativeFortinet Secure SD-WAN
no first choiceagainst: Bigleaf Networks, Cisco Meraki SD-WAN, Ecessa, Palo Alto Networks Prisma SD-WAN, Peplink
Grok 4.1 FastCisco 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
Three alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN
Three alternativesHPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
against: VMware VeloCloud SD-WAN
Cato SASE Cloud
Two alternativesCisco Catalyst SD-WAN (Viptela) or Meraki SD-WAN, Fortinet Secure SD-WAN
Cisco, Fortinet Secure SD-WAN
Three alternativesHPE Aruba EdgeConnect, Juniper Session Smart Routing (SSR) / Mist SD-WAN, Palo Alto Networks Prisma SD-WAN
against: VMware VeloCloud SD-WAN
against: Barracuda, Cisco Catalyst SD-WAN, Cradlepoint, FatPipe Networks, Oracle SD-WAN, Peplink, VMware VeloCloud SD-WAN
Mistral SmallCisco Catalyst SD-WAN
Two alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WANHeld
Three alternativesAryaka, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN
Four alternativesCato SASE Cloud, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
against: VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANno first choiceagainst: Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, VMware VeloCloud SD-WAN
DeepSeek V4 FlashFortinet Secure SD-WAN
Three alternativesCisco Catalyst SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WANChanged
One alternativeFortinet Secure SD-WAN
Fortinet Secure SD-WAN
Four alternativesCisco Catalyst SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
against: VMware VeloCloud SD-WAN
Fortinet Secure SD-WAN
One alternativeCisco Catalyst SD-WAN
against: Palo Alto Networks Prisma SD-WAN
no first choiceagainst: Aryaka, Barracuda Email Protection, Bigleaf, Cato SASE Cloud, Cisco Meraki SD-WAN, Cradlepoint, FatPipe Networks, Peplink, Riverbed SteelConnect, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Llama 4 MaverickCisco Catalyst SD-WANCisco Catalyst SD-WANHeld
One alternativeFatPipe SD-WAN
no first choiceno first choice
One alternativeAryaka
no first choiceagainst: Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, VMware VeloCloud SD-WAN
Qwen 3.7 FlashFortinet Secure SD-WAN
Three alternativesCisco, HPE Aruba EdgeConnect, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANChanged
Three alternativesAryaka, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cisco
Three alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, VMware VeloCloud SD-WAN
Fortinet Secure SD-WAN
Two alternativesBroadcom (formerly VMware) VeloCloud, Cisco
Cisco
Four alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
against: VMware VeloCloud SD-WAN
against: Cisco Meraki SD-WAN, Comcast Business, LevelBlue, Masergy, VMware VeloCloud SD-WAN, Verizon, Windstream
Kimi K2Cisco Catalyst SD-WAN
Three alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
against: VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANHeld
Three alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
against: VMware VeloCloud SD-WAN
Cisco Catalyst SD-WAN
Seven alternativesAryaka, Cato SASE Cloud, 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, VMware VeloCloud SD-WAN
no first choiceagainst: Cato SASE Cloud, Cisco Meraki SD-WAN, VMware VeloCloud SD-WAN, Windstream
GLM 4.7 FlashXCisco Catalyst SD-WAN
Four alternativesAryaka, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANHeld
Three alternativesCato Networks SASE, Fortinet Secure SD-WAN, VMware VeloCloud SD-WAN
no first choice
Eight alternativesAryaka, Cato SASE Cloud, Cisco, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware SD‑WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
Three alternativesCato SASE Cloud, Cisco Catalyst SD-WAN, VMware VeloCloud SD-WAN
no first choicenothing named
MiniMax M2.5Cisco Catalyst SD-WAN
Two alternativesAryaka, Fortinet Secure SD-WAN
Cisco Catalyst SD-WANHeld
Three alternativesFortinet Secure SD-WAN, HPE Aruba SD-WAN, Palo Alto Networks Prisma SD-WAN
no first choiceCato SASE Cloud
Two alternativesAryaka, Cisco Catalyst SD-WAN
Cisco Catalyst SD-WAN
Three alternativesCato SASE Cloud, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
against: Cisco Meraki SD-WAN
nothing named
GPT-6 LunaCisco Catalyst SD-WAN, Fortinet Secure SD-WAN
Two alternativesHPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN
HPE Aruba EdgeConnectChanged
Two alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN
no first choice
Seven alternativesCato SASE Cloud, Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
HPE Aruba EdgeConnect
Two alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN
no first choiceagainst: Cisco vEdge Cloud, VMware VeloCloud SD-WAN, Versa Director
Muse Glimmer 30BCisco Catalyst SD-WAN
Three alternativesFortinet Secure SD-WAN, HPE Aruba EdgeConnect, VMware VeloCloud SD-WAN
Cisco Catalyst SD-WANHeld
One alternativeFortinet Secure SD-WAN
Cisco Catalyst SD-WAN
Five alternativesCisco Meraki SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
Fortinet Secure SD-WAN
One alternativeCisco Catalyst SD-WAN
no first choiceagainst: Barracuda, Cradlepoint, FatPipe SD-WAN, HPE Aruba EdgeConnect, Nuage, Peplink, Riverbed SteelConnect, Versa Secure 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. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 12:57yes159 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 12:19yes37 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-01 13:36yes1623 s
Direct recommendationPerplexity Sonarsonar2026-10-01 10:30yes173 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:55yes199 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-01 09:45yes116 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 13:08yes2242 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 13:41yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:00yes1045 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:14yes1723 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 10:44yes1838 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 13:22yes1224 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-10-01 13:47yes419 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 09:10yes1517 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 09:55yes98 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 13:00yes36 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-01 13:08yes1424 s
ParaphrasePerplexity Sonarsonar2026-10-01 08:34yes173 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 13:04yes248 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-01 12:40yes1711 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 13:12yes2432 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 12:24yes51 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 09:39yes525 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:36yes2325 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 08:42yes19171 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:38yes1053 s
ParaphraseGPT-6 Lunagpt-6-luna2026-10-01 11:06yes314 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 11:29yes1417 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 12:47yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:52yes612 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-01 09:26yes2428 s
ComparativePerplexity Sonarsonar2026-10-01 10:48yes207 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:49yes159 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-01 12:06yes79 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 13:33yes1888 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:08yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:09yes1035 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-01 07:54yes2031 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 13:38yes1763 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 12:25yes1345 s
ComparativeGPT-6 Lunagpt-6-luna2026-10-01 08:59yes826 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 11:20yes1953 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:01yes1827 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:07yes54 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:23yes1526 s
Budget constrainedPerplexity Sonarsonar2026-10-01 08:38yes183 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 13:19yes2312 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 12:00yes2110 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 08:57yes1926 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 10:40yes51 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 13:09yes834 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 07:45yes1840 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:22yes25105 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 11:07yes1948 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-10-01 10:28yes313 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 09:35yes2032 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 07:48yes1811 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 10:01no010 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 09:43no018 s
Scale constrainedPerplexity Sonarsonar2026-10-01 12:09yes177 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:06yes209 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 11:27no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 11:18yes1983 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 13:02yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 12:18yes1043 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 09:05yes2437 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 12:12yes2427 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 13:28yes519 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-10-01 10:47yes423 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 09:56yes1326 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 09:24yes189 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:16yes57 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-01 11:17yes1530 s
Negative framingPerplexity Sonarsonar2026-10-01 11:59yes195 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:23yes2518 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-01 11:33yes54 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 07:37yes2363 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:19yes52 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 13:41yes856 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:24yes2228 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 12:35yes1580 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 12:59yes518 s
Negative framingGPT-6 Lunagpt-6-luna2026-10-01 12:10yes319 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 09:02yes2034 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
Broadcom (VMware VeloCloud) read as VMware VeloCloud SD-WAN
Broadcom (VMware) read as VMware VeloCloud SD-WAN
Broadcom/VMware read as VMware VeloCloud SD-WAN
CATO Networks read as Cato SASE Cloud
Cato read as Cato SASE Cloud
Cato Networks read as Cato SASE Cloud
Cisco Meraki read as Cisco Meraki SD-WAN
FatPipe read as FatPipe SD-WAN
Fatpipe read as FatPipe SD-WAN
Fortinet read as Fortinet Secure SD-WAN
Fortinet FortiGate read as Fortinet Secure SD-WAN
HPE read as HPE Aruba EdgeConnect
HPE (Aruba) read as HPE Aruba EdgeConnect
HPE Aruba read as HPE Aruba EdgeConnect
HPE Aruba (EdgeConnect) read as HPE Aruba EdgeConnect
HPE Aruba (Silver Peak) 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 Networks read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Juniper/Mist read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Palo Alto read as Palo Alto Networks Prisma SD-WAN
Palo Alto Networks read as Palo Alto Networks Prisma SD-WAN
Palo Alto Networks (Prisma SD-WAN) read as Palo Alto Networks Prisma SD-WAN
Palo Alto Networks (Prisma) read as Palo Alto Networks Prisma SD-WAN
Peplink SD-WAN read as Peplink
Riverbed read as Riverbed SteelConnect
Riverbed (SteelConnect/SteelHead) read as Riverbed SteelConnect
VMware read as VMware VeloCloud SD-WAN
VMware (Broadcom) read as VMware VeloCloud SD-WAN
VMware (VeloCloud) read as VMware VeloCloud SD-WAN
VMware (now part of Broadcom) read as VMware VeloCloud SD-WAN
VMware 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 (Versa Secure SD-WAN) read as Versa Secure SD-WAN
Unresolved, counted raw
Arista VeloCloud SD-WAN
Bigleaf
Broadcom (formerly VMware) VeloCloud
Cato Networks SASE
Cisco Catalyst SD-WAN (Viptela) or Meraki SD-WAN
Cisco DNA SD-WAN
Cisco vEdge Cloud
Ericsson Enterprise Wireless
HPE Aruba SD-WAN
Hughes Network Systems
Juniper Mist Wired Assurance
Juniper SSR
Oracle SD-WAN
VMware SD‑WAN
Versa Director
Discontinued, still offered
No shut-down product was recommended here.
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