Enterprise architecture tools for small business buyers
Asked as “enterprise architecture tool”, and as “application portfolio management tool”, on behalf of a small B2B company. 64 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each. Added to the September 2026 Edition; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
20%
Contested · Sparx Systems Enterprise Architect 14%
20Archi14Sparx Systems Enterprise Architect09LeanIX56others
20% of first choices, contested.
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 twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five products at 0%, ordered by negative rate
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.
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 →
A01
02
03
04S05
06
07L08
09O10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Archi20%
02Sparx Systems Enterprise Architect14%
Sparx Systems Enterprise Architect14%03LeanIX9%
LeanIX9%04Ardoq8%
Ardoq8%05SAP LeanIX5%
06Sparx Enterprise Architect3%
Sparx Enterprise Architect3%07UrbaHive2%
UrbaHive2%08Lucidchart0%
09Avolution ABACUS0%
Avolution ABACUS0%10OrbusInfinity0%
11MEGA HOPEX0%
MEGA HOPEX0%12Bizzdesign Horizzon0%
Bizzdesign Horizzon0%What they warned about
Zero of twelve models held their first choice under the paraphrase. 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 and MiniMax M2.5 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.
Bizzdesign Horizzon76%
22 of 29 labels negative · 12 of 12 models · 8 hard negative
“Tools like SAP LeanIX, Ardoq, and Bizzdesign are built for large organizations... require more resources than a small business can typically provide.” Mistral Small, negative prompt
SAP LeanIX
54%
15 of 28 labels negative · 11 of 12 models · 6 hard negative
“Tools like SAP LeanIX, Ardoq, and Bizzdesign are built for large organizations... These platforms often come with complex metamodels... unnecessary for smaller businesses.” Mistral Small, negative prompt
Ardoq46%
19 of 41 labels negative · 11 of 12 models · 5 hard negative
“Tools like SAP LeanIX, Ardoq, and Bizzdesign are built for large organizations... They can be overkill, difficult to maintain” Mistral Small, negative prompt
LeanIX46%
16 of 35 labels negative · 10 of 12 models · 3 hard negative
“LeanIX can be expensive for smaller organizations, so I'd recommend avoiding that option if budget is a concern.” Claude Haiku 4.5, paraphrase prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1025 links across 179 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · ER/Studio50 answers · 50 citations · 12 models
vendor site · Superblocks37 answers · 37 citations · 12 models
35 answers · 35 citations · 12 models
vendor site · FitGap30 answers · 36 citations · 10 models
vendor site · G227 answers · 41 citations · 11 models
vendor site · UrbaHive24 answers · 36 citations · 11 models
vendor site · Capstera24 answers · 26 citations · 10 models
vendor site · Ardoq23 answers · 29 citations · 13 models
23 answers · 23 citations · 10 models
vendor site · LeanIX20 answers · 29 citations · 12 models
20 answers · 20 citations · 9 models
19 answers · 24 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.
50 answers · 12 models
37 answers · 12 models
35 answers · 12 models
24 answers · 10 models
23 answers · 10 models
20 answers · 9 models
19 answers · 7 models
18 answers · 9 models
17 answers · 9 models
16 answers · 11 models
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 enterprise architecture tool”, “enterprise architecture tool”, “enterprise architecture tools”. 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 products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Archi | 20% | 5,400 | 24,245 | |||||
| Sparx Enterprise Architect sparxsystems.com Sparx Systems Enterprise Architect 14%, Sparx Enterprise Architect 3% | 17% | 77 | 260 | 15 | 24,501 | 17 | 2 | |
| LeanIX leanix.net | 9% | 63 | 2,900 | 64 | 49,984 | 105 | 6 | |
| Ardoq ardoq.com | 8% | 139 | 1,300 | 21 | 10,546 | 56 | ||
| ONES.com ones.com ONES.com 5%, ONES Project 2% | 6% | 12 | 1,300 | 0 | 145,123 | |||
| Spendflo spendflo.com | 5% | 51 | 390 | 5 | 18,298 | 0 | ||
| SAP parent site SAP LeanIX 5% | 5% | 118 | 135,000 | 74,309 | ||||
| Cloudeagle cloudeagle.ai Cloudeagle 3%, CloudEagle.ai 2% | 5% | 34 | 170 | 10 | 28,845 | $325 | 5 | |
| IcePanel icepanel.io | 3% | 5 | ||||||
| Zluri zluri.com | 3% | 189 | 720 | 10 | 6,003 |
Google's top ten for the three searches hold 14 sites; 4 of them are among the sites the models cited here (erstudio.com, gartner.com, leanix.net, thectoclub.com). The first result for “best enterprise architecture tool” is guides.visual-paradigm.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
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.
ShowHideModelDirect“What is the best enterprise architecture tool for a small B2B company?”Paraphrase“Which application portfolio management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top enterprise architecture tools for a small team and how do they differ?”Budget-constrained“What is the best enterprise architecture tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an enterprise architecture tool. What should we look at?”Negative“Which enterprise architecture tools should a small business avoid or be cautious about?”
Claude Haiku 4.5Sparx Systems Enterprise ArchitectCloudeagleChangedagainst: LeanIXSparx Enterprise ArchitectArchino first choiceagainst: Ardoq, Bizzdesign Horizzon, MEGA HOPEX, MEGA International, SAP LeanIX, Sparx Systems Enterprise Architect
Two alternatives
LeanIX, Visual ParadigmTwo alternatives
Flexera One, ServiceNow Application Portfolio ManagementFour alternatives
Albumi, Archi, Bizzdesign Horizzon, LeanIXTwo alternatives
Sparx Systems Enterprise Architect, The Essential ProjectGPT-5.4 miniSparx Systems Enterprise Architectagainst: LeanIX, SAP LeanIXAirtable, LeanIXChangedagainst: Planview Portfolios, ServiceNow APMArdoq, SAP LeanIXArchiagainst: Ardoq, Bizzdesign Horizzon, OrbusInfinityno first choiceagainst: Sparx Enterprise Architect
Two alternatives
Ardoq, Essential ProjectThree alternatives
Bizzdesign Horizzon, Orbus Software, Sparx Enterprise ArchitectOne alternative
Sparx Enterprise ArchitectGemini 3.5 FlashArchi, IcePanelagainst: Ardoq, Bizzdesign Horizzon, SAP LeanIXLeanIX, TrelicaChangedArchiagainst: Ardoq, Bizzdesign Horizzon, LeanIX, Lucidchart, MiroTurbo EAagainst: Ardoq, Bizzdesign Horizzon, Draw.io, LeanIXEraser.io, IcePanelagainst: Bizzdesign Horizzon, MEGA HOPEX, SAP LeanIX, Software AGagainst: Ardoq, Bizzdesign Horizzon, MEGA HOPEX, Microsoft Visio, Miro, PowerPoint, SAP LeanIX, Software AG Alfabet, Sparx Systems Enterprise Architect
Seven alternatives
Airtable, Essential Open Source, Lucidchart, Miro, Notion, Structurizr, TurboEAFour alternatives
Airtable, Cledara, Corma, NotionFour alternatives
ADOIT, IcePanel, Sparx Systems Enterprise Architect, Useful EAThree alternatives
Archi, Essential Open Source, Sparx Systems Enterprise ArchitectFive alternatives
Archi, Archibuddy, Lucidscale, Structurizr, Useful EAPerplexity SonarSAP LeanIXagainst: MEGA HOPEXSpendfloChangedArdoq, Sparx Enterprise ArchitectSparx Systems Enterprise Architectagainst: MEGA HOPEX, SAP LeanIXno first choiceagainst: Ardoq, Avolution ABACUS, Bizzdesign Horizzon, Excel, OrbusInfinity, PowerPoint, SAP LeanIX, Visio
Two alternatives
ADOIT EA Suite, Revelation EAOne alternative
ONESTwo alternatives
HOPEX, SAP LeanIXOne alternative
ArdoqGrok 4.1 FastSparx Systems Enterprise ArchitectSpendflo, ZluriChangedagainst: LeanIX, ServiceNow Enterprise ArchitectureSAP LeanIX, Sparx Systems Enterprise Architectagainst: Bizzdesign HorizzonArchiagainst: Bizzdesign Horizzon, LeanIXArdoqagainst: Avolution ABACUS, Bizzdesign Enterprise Studio, MEGA HOPEX, Orbus Infinity, SAP LeanIX, ServiceNow EA Module, Sparx Systems Enterprise Architect
Two alternatives
Archi, SAP LeanIXFive alternatives
Freshservice, GLPI, ONES.com, Ralph, Snipe-ITOne alternative
ArdoqOne alternative
Sparx Systems Enterprise ArchitectFour alternatives
Avolution ABACUS, Bizzdesign Horizzon, LeanIX, OrbusSoftware iServerMistral SmallArdoq, SAP LeanIXSpendfloChangedagainst: TriskellArdoq, LeanIX, Sparx Systems Enterprise ArchitectEssential ProjectArdoq, LeanIXagainst: Avolution ABACUS, Bizzdesign Horizzon, IBM, MEGA HOPEX, SAPagainst: Alfabet, Ardoq, Bizzdesign Horizzon, OrbusInfinity, SAP LeanIX
One alternative
Bizzdesign Enterprise StudioThree alternatives
Bizzdesign Horizzon, MEGA HOPEX, ProlaborateOne alternative
Sparx Systems Enterprise ArchitectOne alternative
Sparx EADeepSeek V4 FlashSparx Systems Enterprise Architectagainst: Ardoq, LeanIXLeanIX, ONES.comChangedagainst: Ardoq, IBM Apptio Cloudability, Planview Portfolios, ServiceNow APM, SpendfloArdoq, SAP LeanIXArchiagainst: Ardoq, Bizzdesign Horizzon, LeanIXArdoq, LeanIXagainst: Bizzdesign Horizzon, MEGA HOPEXagainst: Ardoq, Bizzdesign Horizzon, MEGA HOPEX, SAP LeanIX, Software AG Alfabet, Sparx Systems Enterprise Architect
One alternative
ArchiThree alternatives
Bizzdesign Enterprise Studio, Orbus Software, Sparx Systems Enterprise ArchitectThree alternatives
Capstera, Sparx Systems Enterprise Architect, Visual ParadigmThree alternatives
Archi, Essential Project, Sparx Enterprise ArchitectLlama 4 Maverickno first choiceONES.comChangedno first choiceSparx Systems Enterprise Architectno first choicenothing named
Four alternatives
Apptio Costing, LeanIX, Planview Portfolios, ServiceNow APMOne alternative
ArdoqQwen 3.7 FlashUrbaHiveagainst: LeanIX, Lucidchart, MEGA HOPEX, Miro, ServiceNow AR SystemZluriChangedArchiagainst: IBM, SAPArchiagainst: Sparx SystemsArdox, LeanIX, Planboxagainst: Lucidchart, Visioagainst: Ardoq, Bizzdesign Horizzon, IBM Engineering Workflow Management, MEGA HOPEX, Microsoft Excel, ObjectiF RM, PowerPoint, SAP LeanIX, SharePoint Lists, Software AG Alfabet, Sparx Systems Enterprise Architect, Visio
Three alternatives
Archi, Faddom, myCartoFive alternatives
Asana, Google Workspace, Jira, Spendflo, monday serviceFive alternatives
LeanIX, Lucidchart, Miro, Sparx Enterprise Architect, StructurizrThree alternatives
Bizagi Modeler, Lucidchart, MiroThree alternatives
Archi, Sparx Systems, TOWERKimi K2Sparx Enterprise Architectagainst: LeanIXFreshservice, Snipe-ITChangedagainst: ServiceNow Enterprise Architecture, Torii, ZyloArdoq, SAP LeanIX, Sparx Systems Enterprise ArchitectArchiagainst: LeanIXArdoqagainst: Avolution ABACUS, Bizzdesign Horizzon, MEGA International / HOPEX, Planview Portfolios, ServiceNow Enterprise Architecture
Two alternatives
Archi, ArdoqTwo alternatives
Josys, ZygonOne alternative
ArchiTwo alternatives
Sparx Systems Enterprise Architect, The Essential ProjectThree alternatives
LeanIX, Sparx Enterprise Architect, Visual ParadigmGLM 4.7 FlashXArchi, Sparx Enterprise Architectagainst: Bizzdesign Horizzon, LeanIX, Orbus iServerCloudEagle.aiChangedagainst: Flexera, ServiceNow Strategic Portfolio ManagementSparx Enterprise ArchitectArchino first choiceagainst: Alfabet, Ardoq, Avolution ABACUS, Bizzdesign Horizzon, Enterprise Architect, OrbusInfinity, Planview Solutions, QualiWare X, SAP LeanIX, ServiceNow Enterprise Architecture, Visual Paradigm
One alternative
CapsteraTwo alternatives
LeanIX, ONES.comFive alternatives
Archi, Ardoq, Bizzdesign Enterprise Studio, LeanIX, UrbaHiveTwo alternatives
Lucidchart, The Essential ProjectMiniMax M2.5Sparx Systems Enterprise ArchitectCloudeagleChangedagainst: LeanIX, ServiceNow Enterprise ArchitectureSparx Enterprise Architect, Visual Paradigmagainst: Ardoq, LeanIXArchiagainst: MermaidQPR EnterpriseArchitect, SAP LeanIXagainst: Sparx Enterprise Architectagainst: Alfabet, Ardoq, IBM Rational System Architect, MEGA HOPEX, OrbusInfinity
Two alternatives
Ardoq, SAP LeanIXThree alternatives
BetterCloud, Lark, ZyloOne alternative
BlueDolphinThree alternatives
Essential Cloud, Sparx Enterprise Architect, UrbaHiveOne alternative
CayoxBold 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
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:12 | yes | 9 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:17 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:21 | yes | 22 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:43 | yes | 17 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:07 | yes | 23 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:47 | yes | 21 | 12 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:13 | yes | 23 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:29 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:16 | yes | 14 | 50 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:26 | yes | 14 | 13 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:52 | yes | 24 | 47 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:49 | yes | 5 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:13 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:36 | no | 0 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:52 | yes | 14 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:58 | yes | 19 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:39 | yes | 20 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:07 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:22 | yes | 20 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:37 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:55 | yes | 8 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:22 | yes | 22 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:23 | yes | 23 | 138 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:30 | yes | 25 | 73 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:00 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:52 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:09 | yes | 16 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 01:08 | yes | 16 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:50 | yes | 21 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:53 | yes | 8 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:34 | yes | 22 | 61 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:17 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:19 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:57 | yes | 13 | 20 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:52 | yes | 16 | 57 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:55 | yes | 9 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:54 | yes | 15 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:36 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:42 | yes | 13 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:45 | yes | 16 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:02 | yes | 23 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:08 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:51 | yes | 24 | 37 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:25 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:13 | no | 0 | 28 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:26 | yes | 10 | 15 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:32 | yes | 20 | 313 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:56 | yes | 12 | 46 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:52 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:39 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:48 | yes | 17 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:51 | yes | 18 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:00 | yes | 14 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:57 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:51 | yes | 15 | 49 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:09 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:15 | yes | 5 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:45 | yes | 12 | 17 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:53 | yes | 13 | 162 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:34 | yes | 5 | 44 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:26 | yes | 9 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:45 | yes | 3 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:54 | yes | 22 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:52 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:00 | yes | 21 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:09 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:00 | yes | 18 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:46 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:23 | yes | 15 | 35 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:14 | yes | 18 | 21 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:17 | yes | 17 | 39 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:41 | yes | 21 | 41 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
BiZZdesign read as Bizzdesign Horizzon
BiZZdesign (HoriZZon) read as Bizzdesign Horizzon
BizzDesign read as Bizzdesign Horizzon
Bizzdesign read as Bizzdesign Horizzon
Bizzdesign (Allegro, etc.) read as Bizzdesign Horizzon
Planview read as Planview Portfolios
ServiceNow read as ServiceNow Enterprise Architecture
Unresolved, counted raw
ADOIT EA Suite
Archibuddy
Ardox
Bizagi Modeler
Cayox
EAComposer
Enterprise Architect (Sparx Systems)
Eraser.io
Essential Architecture Manager
FigJam
IBM Engineering Workflow Management
Kabeen
MagicDraw
Mermaid
Monday
ObjectiF RM
OrbusSoftware iServer
Planbox
Planview Solutions (Portfolio & Strategy)
Prolaborate
QualiWare X
Revelation EA
Savo
ServiceNow AR System
ServiceNow EA Module
SharePoint List
SharePoint Lists
TOWER
TurboEA
Discontinued, still offered
No shut-down product was recommended here.