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 › Small business › October 2026 Edition

SD-WAN for small business buyers

Asked as “SD-WAN platform”, and as “software-defined WAN solution”, on behalf of a small B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
42%
42Cisco Meraki SD-WAN26Fortinet Secure SD-WAN06Cisco Catalyst SD-WAN26others

42% of first choices, clear leader.

Since September 2026=heldSince September 2026: 40% → 39%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Cisco Meraki SD-WAN held the lead, ±0 points on 40%, 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 a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Cisco Meraki SD-WAN42%11%65endorsed leader=heldSince September 2026: 40% → 39%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.40% → 39%
02Fortinet Secure SD-WAN26%7%61accepted challenger▼−3Since September 2026: 31% → 28%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.31% → 28%
03Peplink6%0%15accepted challenger▼−4Since September 2026: 10% → 7%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 7%
04Cisco Catalyst SD-WAN6%58%31criticized challenger▼−6Since September 2026: 10% → 4%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 4%
05Cato SASE Cloud2%12%24accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Show the four products at 0%, ordered by negative rate
09Palo Alto Networks Prisma SD-WAN0%57%28criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
08Versa Secure SD-WAN0%47%19criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
07VMware VeloCloud SD-WAN0%43%35criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
06HPE Aruba EdgeConnect0%27%11criticized 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% negative60%
Key
01Cisco Meraki SD-WAN42%
02Fortinet Secure SD-WAN26%
03Peplink6%
04Cisco Catalyst SD-WAN6%
05Cato SASE Cloud2%
06HPE Aruba EdgeConnect0%
07VMware VeloCloud SD-WAN0%
08Versa Secure SD-WAN0%
09Palo Alto Networks Prisma SD-WAN0%

What they warned about

Five of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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 Catalyst SD-WAN
58%
18 of 31 labels negative · 12 of 14 models · 10 hard negative
“True enterprise SD-WAN platforms (like Cisco Viptela or Palo Alto Prisma) are far too expensive and complex for small businesses.” Gemini 3.5 Flash, budget prompt
Palo Alto Networks Prisma SD-WAN
57%
16 of 28 labels negative · 10 of 14 models · 7 hard negative
“Why to avoid: Premium-priced enterprise platform... still cost-prohibitive for most small businesses” DeepSeek V4 Flash, negative prompt
VMware VeloCloud SD-WAN
43%
15 of 35 labels negative · 10 of 14 models · 7 hard negative
“Named together with Cisco Catalyst SD-WAN/Viptela and Palo Alto Prisma as heavy enterprise tools to avoid for SMBs” Muse Glimmer 30B, negative prompt
Versa Secure SD-WAN
47%
9 of 19 labels negative · 9 of 14 models · 6 hard negative
“"Small businesses should avoid or be cautious about SD-WAN platforms designed for large enterprises, such as Cisco Catalyst SD-WAN, Versa Networks, and VMware SD-WAN"” Muse Glimmer 30B, 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

77 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. 1079 links across 200 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 · FitGap44 answers · 54 citations · 11 models
vendor site · Guideflow38 answers · 38 citations · 11 models
vendor site · G237 answers · 66 citations · 11 models
vendor site · Fortinet32 answers · 46 citations · 11 models
28 answers · 28 citations · 10 models
vendor site · Cisco27 answers · 36 citations · 12 models
25 answers · 25 citations · 10 models
22 answers · 41 citations · 9 models
21 answers · 36 citations · 9 models
21 answers · 23 citations · 9 models
21 answers · 22 citations · 9 models
20 answers · 23 citations · 10 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 Meraki SD-WAN 42%, Cisco Catalyst SD-WAN 6%
47%129165,00048,352
Fortinet parent site
Fortinet Secure SD-WAN 26%
26%17449,5002,339
Peplink peplink.com6%285,40045118,246
Ubiquiti ubiquiti.com
Ubiquiti UniFi 6%
6%419,90045015,584 company
Cato catonetworks.com
Cato SASE Cloud 2%
2%12130120,161 company102
FortiGate SD-WAN2%
flexiWAN flexiwan.com2%6
ZeroTier zerotier.com2%5
Cisco SD‑WAN2%
Cisco cisco.com2%199165,00048,3525,114,808$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, reddit.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 a small B2B company?”Paraphrase“Which software-defined WAN solution would you recommend to a small business that sells to other businesses?”Comparative“What are the top SD-WAN platforms for a small team and how do they differ?”Budget-constrained“What is the best SD-WAN platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a SD-WAN platform. What should we look at?”Negative“Which SD-WAN platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldCisco Meraki SD-WAN
Three alternativesAryaka SmartServices, Cato SASE Cloud, FatPipe SD-WAN
against: Cisco Catalyst SD-WAN
Peplink
Three alternativesCisco Meraki SD-WAN, NetFortris SD-WAN, Versa Titan
no first choiceagainst: Cisco Meraki SD-WAN, Versa Secure SD-WAN
GPT-5.4 miniFortinet Secure SD-WAN
Two alternativesCisco Catalyst SD-WAN, Cisco Meraki SD-WAN
against: Cato SASE Cloud, Palo Alto Networks Prisma SD-WAN
Cisco Meraki SD-WANChanged
Two alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN
Cisco Meraki SD-WAN
Four alternativesCisco Catalyst SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, VMware VeloCloud SD-WAN
Fortinet Secure SD-WANagainst: Cisco Catalyst SD-WANno first choiceagainst: Cisco
Gemini 3.5 FlashCisco Meraki SD-WAN
Three alternativesFortinet Secure SD-WAN, Peplink, Ubiquiti UniFi
Cisco Meraki SD-WAN, Fortinet Secure SD-WANChangedCisco Meraki SD-WAN, Fortinet Secure SD-WAN
Three alternativesCato SASE Cloud, NetBird, Tailscale
against: VMware VeloCloud SD-WAN
Fortinet Secure SD-WAN, Ubiquiti UniFi
Three alternativesCisco Meraki SD-WAN, Peplink, Tailscale
against: Cisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Meraki SD-WAN, Fortinet Secure SD-WAN
Two alternativesCato SASE Cloud, Todyl
against: Cisco Catalyst SD-WAN, HPE Aruba EdgeConnect, ISP-Managed SD-WAN Bundles, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
Perplexity SonarCisco Meraki SD-WAN
Two alternativesBigleaf Networks, Fortinet Secure SD-WAN
against: Cisco Catalyst SD-WAN
Cisco Meraki SD-WAN, FortiGate SD-WANChangedCisco Meraki SD-WAN
Three alternativesCheck Point SD-WAN, FortiGate SD-WAN, Fortinet Secure SD-WAN
against: Cisco Catalyst SD-WAN, VMware VeloCloud SD-WAN
Fortinet Secure SD-WAN
One alternativeCisco Catalyst SD-WAN
against: Cisco Meraki SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN
Grok 4.1 FastCisco Meraki SD-WAN
Three alternativesBigleaf Networks, Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN
Cisco Meraki SD-WANHeld
One alternativeFortinet Secure SD-WAN
against: Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Cisco Meraki SD-WAN, Fortinet Secure SD-WANagainst: Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WANZeroTier
Two alternativesCisco Meraki SD-WAN, Peplink
against: Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN
no first choiceagainst: Palo Alto Networks Prisma SD-WANagainst: Cisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN, Windstream
Mistral SmallCisco
Four alternativesCato SASE Cloud, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect, VMware VeloCloud SD-WAN
Cisco Meraki SD-WANChanged
Three alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, Versa Secure SD-WAN
Cisco Meraki SD-WAN, HPE Aruba EdgeConnect
Two alternativesPalo Alto Networks Prisma SD-WAN, Versa FlexVNF
Fortinet Secure SD-WAN, Peplink
One alternativeTurnium SD-WAN
no first choiceagainst: Bigleaf Networks, Comcast Business SD-WAN, Lumen, Masergy, Palo Alto Networks Prisma SD-WAN
DeepSeek V4 FlashCisco Meraki SD-WAN
Three alternativesCradlepoint, Fortinet Secure SD-WAN, VMware VeloCloud SD-WAN
Cisco Meraki SD-WANHeld
Three alternativesCato SASE Cloud, Check Point Harmony SASE, Peplink
against: Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Meraki SD-WAN, Fortinet Secure SD-WAN
One alternativeVMware VeloCloud SD-WAN
against: Cisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN
Fortinet Secure SD-WAN
Four alternativesCisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Cradlepoint, flexiWAN
Cato SASE Cloud, Cisco Meraki SD-WAN
One alternativeFortinet Secure SD-WAN
against: Palo Alto Networks Prisma SD-WAN
against: Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Comcast Business, LevelBlue, Masergy, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Verizon, Versa Secure SD-WAN, Windstream
Llama 4 Maverickno first choiceno first choiceHeldFortinet Secure SD-WAN
Two alternativesCisco Meraki SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN, Fortinet Secure SD-WANno first choiceagainst: Cisco Catalyst SD-WAN, Comcast Business, LevelBlue, Masergy, VMware VeloCloud SD-WAN, Verizon, Versa Secure SD-WAN, Windstream
Qwen 3.7 FlashCisco Meraki SD-WAN, Fortinet Secure SD-WAN
One alternativeEcessa
against: Check Point, VMware VeloCloud SD-WAN
Cisco Meraki SD-WANChanged
Two alternativesFortinet Secure SD-WAN, Peplink
Cisco Meraki SD-WAN
Two alternativesCato SASE Cloud, Fortinet Secure SD-WAN
against: VMware Broadband
Omnia Networks
Three alternativesCisco Meraki SD-WAN, Fortinet Secure SD-WAN, Peplink
no first choiceagainst: Cisco Catalyst SD-WAN, Legacy Fortinet/Palo Alto standalone, VMware VeloCloud SD-WAN
Kimi K2Cisco Meraki SD-WAN
Three alternativesCato SASE Cloud, FortiGate SD-WAN, Fortinet Secure SD-WAN
Fortinet Secure SD-WANChanged
One alternativeCloudflare One
against: Cisco Meraki SD-WAN
Cato SASE Cloud, Cisco Meraki SD-WAN
Two alternativesFortinet Secure SD-WAN, VMware VeloCloud SD-WAN
against: Versa Secure SD-WAN
Peplink, Ubiquiti UniFi
One alternativeFortinet FortiGate 40F
against: Cisco Meraki Z3/Teleworker
no first choice
Three alternativesCisco Meraki SD-WAN, Fortinet Secure SD-WAN, HPE Aruba EdgeConnect
against: Cato SASE Cloud, Cisco Meraki SD-WAN, Masergy, Palo Alto Networks Prisma SD-WAN
GLM 4.7 FlashXCisco SD‑WAN
Four alternativesCisco Meraki SD-WAN, Fortinet FortiSD‑WAN, Palo Alto Prisma SD‑WAN, VMware VeloCloud SD-WAN
Cisco Meraki SD-WANChanged
Two alternativesAryaka, Fortinet FortiGate 60F
Cato SASE Cloud, Cisco Meraki SD-WAN
Six alternativesAryaka, Cisco Catalyst SD-WAN, Cloudbrink, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
flexiWAN
Two alternativesCisco Meraki SD-WAN, Fortinet Secure SD-WAN
no first choiceagainst: AT&T SD-WAN, Cisco Catalyst SD-WAN, Comcast SD-WAN, Masergy SD-WAN, New Horizon Communications, Palo Alto Networks Prisma SD-WAN, Spectrotel, VMware VeloCloud SD-WAN, Verizon, Versa Secure SD-WAN, Windstream SD-WAN
MiniMax M2.5Cisco Meraki SD-WAN, Fortinet FortiSecure SD-WAN
Two alternativesVMware VeloCloud SD-WAN, Versa Secure SD-WAN
against: FatPipe SD-WAN, HPE Aruba EdgeConnect
Cisco Meraki SD-WAN, Fortinet Secure SD-WANChanged
One alternativeVersa Secure SD-WAN
against: Cato SASE Cloud
Cato SASE Cloud, Cisco Meraki SD-WAN
Two alternativesFortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
against: VMware VeloCloud SD-WAN
Cisco Catalyst SD-WAN, Fortinet Secure SD-WAN
One alternativeVMware VeloCloud SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Versa Secure SD-WAN
GPT-6 LunaCisco Meraki SD-WAN
Two alternativesCato SASE Cloud, Fortinet Secure SD-WAN
Fortinet Secure SD-WANChanged
Two alternativesCato SASE Cloud, Cisco Meraki SD-WAN
Cato SASE Cloud, Cisco Meraki SD-WAN, Fortinet Secure SD-WANagainst: HPE Aruba EdgeConnectUbiquiti UniFi
Two alternativesCisco Meraki SD-WAN, Fortinet Secure SD-WAN
no first choiceagainst: Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN
Muse Glimmer 30BCisco Meraki SD-WAN
Three alternativesCisco SD-WAN Viptela, FortiGate SD-WAN, Fortinet Secure SD-WAN
Cisco Meraki SD-WANHeld
Two alternativesFortinet Secure SD-WAN, Peplink
against: Cisco Catalyst SD-WAN, VMware SD-
VMware VeloCloud SD-WAN
Four alternativesCisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Fortinet Secure SD-WAN, Palo Alto Networks Prisma SD-WAN
Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN
Four alternativesFortinet Secure SD-WAN, OPNsense, Peplink, ZeroTier
no first choiceagainst: Cisco Catalyst SD-WAN, Cisco Meraki SD-WAN, Comcast Business, Fortinet Secure SD-WAN, LevelBlue, Masergy, Palo Alto Networks Prisma SD-WAN, VMware VeloCloud SD-WAN, Verizon, Versa Secure SD-WAN, Windstream
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 11:40no04 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 10:40yes65 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-01 11:05yes1923 s
Direct recommendationPerplexity Sonarsonar2026-10-01 08:47yes183 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:21yes2015 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-01 10:00yes105 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 13:23yes1925 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:30yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:22yes828 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:40yes1919 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 10:41yes1439 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 08:29yes1672 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-10-01 11:25yes316 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 12:34yes1115 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 13:44no04 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 11:18yes46 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-01 07:38yes923 s
ParaphrasePerplexity Sonarsonar2026-10-01 08:21yes153 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 13:50yes2411 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-01 12:03no03 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 08:20yes2334 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 13:15yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:02yes1153 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-01 07:55yes2022 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:39yes23155 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 09:40yes1137 s
ParaphraseGPT-6 Lunagpt-6-luna2026-10-01 13:14yes318 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 08:42yes1328 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:44yes99 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:59yes67 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-01 08:32yes1734 s
ComparativePerplexity Sonarsonar2026-10-01 07:43yes164 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 12:09yes209 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-01 11:07yes1710 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 11:50yes2549 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:06yes51 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 12:09yes1342 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:20yes1935 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 10:13yes25114 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 13:20yes2239 s
ComparativeGPT-6 Lunagpt-6-luna2026-10-01 13:35yes422 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 10:15yes2043 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 12:01yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 10:24yes24 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 09:35yes1527 s
Budget constrainedPerplexity Sonarsonar2026-10-01 11:41yes177 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:19yes198 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 09:06yes1912 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 11:02yes2326 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:20yes51 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 11:40yes927 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 09:34yes1623 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 13:46yes2496 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 13:47yes515 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-10-01 08:20yes313 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 13:46yes1118 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 07:26no07 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:50no06 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 07:45yes1026 s
Scale constrainedPerplexity Sonarsonar2026-10-01 12:33yes206 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 12:59yes1910 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 11:06no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:26yes2044 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 11:47yes51 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 13:06no034 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:08yes2038 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 11:57yes1550 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:32yes514 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-10-01 08:36yes216 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 13:37yes1423 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 08:14yes1710 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:59yes55 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-01 11:02yes1626 s
Negative framingPerplexity Sonarsonar2026-10-01 09:04yes184 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:49yes217 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-01 12:29yes105 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 10:47yes2538 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 12:10yes52 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:40yes1541 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-01 12:03yes1820 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 08:22yes2241 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 13:42yes2334 s
Negative framingGPT-6 Lunagpt-6-luna2026-10-01 09:02yes518 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 13:51yes2526 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
Cato read as Cato SASE Cloud
Cato Networks read as Cato SASE Cloud
Cato Networks (Cato 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 Series) read as Cisco Meraki SD-WAN
Cisco Meraki MX read as Cisco Meraki SD-WAN
Comcast read as Comcast Business
FatPipe read as FatPipe SD-WAN
Fatpipe read as FatPipe SD-WAN
Fortinet read as Fortinet Secure SD-WAN
Fortinet (FortiGate 40F / 50G) read as Fortinet Secure SD-WAN
Fortinet (FortiGate 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
Fortinet FortiGate 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
Juniper read as Juniper Session Smart Routing (SSR) / Mist SD-WAN
Meraki read as Cisco Meraki SD-WAN
Meraki (Cisco) read as Cisco Meraki SD-WAN
Palo Alto read as Palo Alto Networks Prisma SD-WAN
Palo Alto Networks (CloudGenix) read as Palo Alto Networks Prisma SD-WAN
Palo Alto Prisma read as Palo Alto Networks Prisma SD-WAN
Peplink SD-WAN read as Peplink
Riverbed read as Riverbed SteelConnect
Ubiquiti read as Ubiquiti UniFi
VMware read as VMware VeloCloud SD-WAN
VMware (Aria Velocloud) read as VMware VeloCloud SD-WAN
VMware (VeloCloud) 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 Broadcom) read as VMware VeloCloud SD-WAN
VMware Velocloud read as VMware VeloCloud SD-WAN
Verizon SD-WAN read as Verizon
Versa read as Versa Secure SD-WAN
Versa Networks read as Versa Secure SD-WAN
Unresolved, counted raw
AT&T SD-WAN
Arista SD-WAN
Aryaka SmartServices
Cisco Meraki Z3/Teleworker
Cisco SD-WAN Viptela
Cisco SD‑WAN (Viptela)
Cloudbrink
Comcast SD-WAN
Fortinet FortiSD‑WAN
Fortinet FortiSecure SD-WAN
Halos Networks
ISP-Managed SD-WAN Bundles
Legacy Fortinet/Palo Alto standalone
Lumen SASE
Masergy SD-WAN
NetFortris SD-WAN
Omnia Networks
Palo Alto Prisma SD‑WAN
SonicWall SD-WAN
Turnium
Turnium SD-WAN
VMware Broadband
VMware SD-
Versa FlexVNF
Windstream SD-WAN
Discontinued, still offered
No shut-down product was recommended here.
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