Enterprise architecture tools for enterprise buyers
Asked as “enterprise architecture tool”, and as “application portfolio management tool”, on behalf of an enterprise B2B company. 58 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; 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
43%
Clear leader
43SAP LeanIX21Ardoq10LeanIX26others
43% of first choices, clear leader.
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 rateLabelsQuadrant
Show the two 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.
For buyers
All fifteen head-to-head pages: the top six products, each against each
SAP LeanIX vs Sparx Systems Enterprise ArchitectSAP LeanIX vs Bizzdesign HorizzonArdoq vs LeanIXArdoq vs ArchiArdoq vs Sparx Systems Enterprise ArchitectArdoq vs Bizzdesign HorizzonLeanIX vs ArchiLeanIX vs Sparx Systems Enterprise ArchitectLeanIX vs Bizzdesign HorizzonArchi vs Sparx Systems Enterprise ArchitectArchi vs Bizzdesign HorizzonSparx Systems Enterprise Architect vs Bizzdesign Horizzon
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 →
S01
02
03
04
05
06
07
08
09O10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01SAP LeanIX43%
02Ardoq21%
Ardoq21%03LeanIX10%
LeanIX10%04Bizzdesign Horizzon3%
Bizzdesign Horizzon3%05MEGA HOPEX3%
MEGA HOPEX3%06Avolution ABACUS2%
Avolution ABACUS2%07Planview Portfolios2%
Planview Portfolios2%08ServiceNow Enterprise Architecture2%
ServiceNow Enterprise Architecture2%09Sparx Systems Enterprise Architect2%
Sparx Systems Enterprise Architect2%10OrbusInfinity0%
11Sparx Enterprise Architect0%
Sparx Enterprise Architect0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Sparx Enterprise Architect56%
10 of 18 labels negative · 8 of 14 models · 5 hard negative
“Traditional per-user licensing (like Sparx Enterprise Architect at $229-$699 per user) becomes extremely expensive and unpredictable” MiniMax M2.5, budget prompt
MEGA HOPEX32%
8 of 25 labels negative · 7 of 14 models · 3 hard negative
“heavyweight enterprise-suite modeling platforms (like legacy Aris, MEGA HOPEX, or similar) even when they have small architecture teams” MiniMax M2.5, negative prompt
Sparx Systems Enterprise Architect37%
7 of 19 labels negative · 7 of 14 models · 3 hard negative
“Why avoid/be cautious: Outdated UI, steep learning curve, file-based or basic repository leading to "email attachment chaos"” Grok 4.1 Fast, negative prompt
Lucidchart
100%
6 of 6 labels negative · 6 of 14 models · 4 hard negative
“Don’t use generic diagramming / whiteboard tools as an EA platform ... Microsoft Visio, Lucidchart, Microsoft PowerPoint” 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
80 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. 1150 links across 225 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Superblocks41 answers · 41 citations · 12 models
vendor site · Ardoq40 answers · 69 citations · 13 models
vendor site · LeanIX36 answers · 56 citations · 11 models
36 answers · 37 citations · 11 models
28 answers · 28 citations · 10 models
27 answers · 30 citations · 12 models
vendor site · G226 answers · 44 citations · 13 models
vendor site · ER/Studio26 answers · 26 citations · 10 models
24 answers · 27 citations · 10 models
22 answers · 24 citations · 8 models
vendor site · Capstera22 answers · 23 citations · 11 models
22 answers · 22 citations · 11 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.
41 answers · 12 models
34 answers · 11 models
28 answers · 10 models
26 answers · 10 models
22 answers · 11 models
21 answers · 10 models
21 answers · 10 models
20 answers · 8 models
20 answers · 9 models
18 answers · 10 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 |
|---|---|---|---|---|---|---|---|---|
| SAP parent site SAP LeanIX 43%, SAP LeanIX Application Portfolio Management 2% | 45% | 118 | 135,000 | 74,309 | ||||
| Ardoq ardoq.com | 21% | 139 | 1,300 | 21 | 10,546 | 56 | ||
| LeanIX leanix.net | 10% | 63 | 2,900 | 64 | 49,984 | 105 | 6 | |
| Essential Cloud | 5% | 20 | 154 | |||||
| ServiceNow parent site ServiceNow Application Portfolio Management 3%, ServiceNow Enterprise Architecture 2%, ServiceNow APM 0% | 5% | 30 | 135,000 | 13,451 | ||||
| Bizzdesign Horizzon bizzdesign.com | 3% | 86 | 40 | 0 | 10,052 | $38 | 23 | |
| MEGA HOPEX mega.com | 3% | 49 | 70 | 1 | 1,674 | |||
| Avolution ABACUS avolutionsoftware.com | 2% | 34 | 0 | 1,117 | 4 | |||
| Planview Portfolios planview.com | 2% | 32 | 170 | 5 | 126,803 | 120 | ||
| MEGA International | 2% |
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 an enterprise B2B company?”Paraphrase“Which application portfolio management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade enterprise architecture tools and how do they differ?”Budget-constrained“What is the best enterprise architecture tool 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 an enterprise architecture tool. What should we look at?”Negative“Which enterprise architecture tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceServiceNow Enterprise ArchitectureChangedno first choiceSparx Systems Enterprise ArchitectArdoqagainst: Ardoq, LeanIX, MEGA HOPEX, Sparx Systems Enterprise Architect
Five alternatives
Broadcom, Flexera One, IBM, IBM Apptio Cloudability, SAP LeanIXOne alternative
The Essential ProjectOne alternative
Orbus iServerGPT-5.4 miniBizzdesign Horizzon, MEGA InternationalSAP LeanIX Application Portfolio ManagementChangedSAP LeanIXSAP LeanIXagainst: OrbusInfinity, Sparx Systems Enterprise Architectno first choicenothing named
Three alternatives
Orbus Software, SAP LeanIX, Software AGOne alternative
ServiceNow Application Portfolio ManagementFour alternatives
Bizzdesign Enterprise Studio, Orbus iServer, OrbusInfinity, Sparx Enterprise ArchitectGemini 3.5 FlashSAP LeanIXSAP LeanIXHeldBizzdesign HorizzonEssential Cloudagainst: Sparx Systems Enterprise ArchitectArdoq, SAP LeanIXagainst: Alfabet, Ardoq, Draw.io, Excel, LeanIX, Lucidchart, MEGA HOPEX, Microsoft Visio, Miro, SharePoint, Unicom System Architect
Five alternatives
Ardoq, Avolution ABACUS, Bizzdesign Horizzon, MEGA HOPEX, OrbusInfinityFour alternatives
Ardoq, ServiceNow Application Portfolio Management, Zluri, ZyloFive alternatives
Ardoq, Avolution ABACUS, SAP LeanIX, ServiceNow Enterprise Architecture, Sparx SystemsTwo alternatives
Ardoq, SAP LeanIXTwo alternatives
Bizzdesign Horizzon, ServiceNow APMPerplexity SonarSAP LeanIXPlanview PortfoliosChangedSAP LeanIXSAP LeanIXagainst: Archi, Sparx Enterprise Architectno first choiceagainst: Excel, PowerPoint, Visio, Word
Two alternatives
Bizzdesign Horizzon, Sparx Systems Enterprise ArchitectThree alternatives
BlueDolphin, SAP LeanIX, ServiceNow APMSix alternatives
Alfabet, Ardoq, Bizzdesign Horizzon, OrbusInfinity, Sparx Systems Enterprise Architect, erwin Data Modeler / ER/StudioOne alternative
ArdoqGrok 4.1 FastSAP LeanIXServiceNow Application Portfolio ManagementChangedagainst: Dynatrace, Faddom, MEGA HOPEX, Orbus iServerno first choiceArdoq, SAP LeanIXagainst: Bizzdesign Horizzon, OrbusInfinity, ServiceNow EA, Sparx Enterprise Architectno first choiceagainst: Archi, Ardoq, Bizzdesign Enterprise Studio, Excel, Lucidchart, MEGA HOPEX, PowerPoint, ServiceNow Enterprise Architecture, Sparx Systems Enterprise Architect, Troux, Visio
One alternative
Bizzdesign HorizzonOne alternative
SAP LeanIXMistral SmallArdoq, Avolution ABACUSSAP LeanIXChangedno first choiceLeanIX, MEGA HOPEXno first choiceagainst: Excel, PowerPoint, Visio
Three alternatives
IBM Rational System Architect, MEGA HOPEX, Sparx Systems Enterprise ArchitectTwo alternatives
MEGA HOPEX, Planview PortfoliosOne alternative
SuperblocksDeepSeek V4 FlashSAP LeanIXSAP LeanIXHeldSAP LeanIXEssential Cloudagainst: Alfabet, Bizzdesign Horizzon, MEGA HOPEX, Sparx Systems Enterprise Architect, iServerArdoq, LeanIX, SAP LeanIXagainst: Avolution, Bizzdesign Horizzon, MEGAagainst: Alfabet, Archi, Bizzdesign Horizzon, IBM Rational System Architect, MEGA, Modelio, OrbusInfinity, Software AG, Sparx Enterprise Architect, Troux, Unicom System Architect
Three alternatives
Ardoq, Bizzdesign Horizzon, MEGA HOPEXTwo alternatives
Planview Portfolios, ServiceNow Strategic Portfolio ManagementFour alternatives
Ardoq, Avolution, Bizzdesign Horizzon, Sparx Systems Enterprise ArchitectTwo alternatives
Ardoq, SAP LeanIXOne alternative
MEGA HOPEXLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choiceagainst: Agile EA, TOGAF, Zachman
Two alternatives
Ardoq, SAP LeanIXQwen 3.7 FlashLeanIXSAP LeanIXChangedArdoq, SAP LeanIXArdoq, SAP LeanIXagainst: Sparx Enterprise ArchitectSAP LeanIXagainst: Ardoq, Bizzdesign Horizzon, Draw.io, IBM Rational System Architect, LeanIX, Lucidchart, Microsoft Visio, PowerPoint, Sparx Systems Enterprise Architect
Four alternatives
Ardoq, Bizzdesign Horizzon, SAP Archibus / Solution Manager, Sparx Enterprise ArchitectThree alternatives
Ardoq, Faddom, ServiceNow Enterprise ArchitectureThree alternatives
Bizzdesign Horizzon, IBM Rational System Architect, MEGA HOPEXFour alternatives
Ardoq, BOC Group, Bizzdesign Horizzon, ServiceNow Architecture HubKimi K2MEGA HOPEX, SAP LeanIXSAP LeanIXChangedArdoqEssential Cloudno first choiceagainst: Bizzdesign Enterprise Studio, MEGA HOPEX, ServiceNow Enterprise Architecture, Software AG Alfabet, Sparx Enterprise Architect
Two alternatives
Ardoq, Software AG AlfabetTwo alternatives
Flexera One, ServiceNow APMFive alternatives
BOC Group, Bizzdesign Horizzon, Orbus Software, QualiWare, SAP LeanIXTwo alternatives
SAP LeanIX, Sparx Enterprise ArchitectGLM 4.7 FlashXArdoqSAP LeanIXChangedSAP LeanIXSAP LeanIXagainst: Bizzdesign Horizzon, MEGA HOPEX, Orbus Infinity, Sparx Enterprise ArchitectBizzdesign Horizzon, SAP LeanIXagainst: Sparx Enterprise Architectagainst: ArchiMate-focused tools, ServiceNow EA, Sparx Enterprise Architect, Visual Paradigm
Seven alternatives
Bizzdesign Horizzon, Erwin Data Modeler, Essential Cloud, MEGA HOPEX, Orbus Software, SAP LeanIX, Sparx Enterprise ArchitectSix alternatives
Broadcom, ONES Project, Planview Portfolios, ServiceNow Enterprise Architecture, Triskell, ZyloSix alternatives
Ardoq, Avolution ABACUS, Bizzdesign Horizzon, MEGA, Orbus Software, Sparx Systems Enterprise ArchitectOne alternative
ArdoqTwo alternatives
Ardoq, Orbus InfinityMiniMax M2.5no first choiceServiceNow Application Portfolio ManagementChangedno first choiceArdoq, SAP LeanIXagainst: Sparx Enterprise ArchitectArdoq, LeanIXagainst: ARIS, Lucidchart, MEGA HOPEX, Visio
Two alternatives
Atlassian Portfolio for Jira, OrbusInfinityFive alternatives
Ardoq, Bizzdesign Horizzon, MEGA HOPEX, SAP LeanIX, Sparx Enterprise ArchitectOne alternative
Orbus InfinityTwo alternatives
MEGA HOPEX, Sparx Enterprise ArchitectGPT-6 LunaSAP LeanIXSAP LeanIXHeldSAP LeanIXagainst: Sparx Systems Enterprise ArchitectArdoqno first choiceagainst: Lucidchart, Miro, PowerPoint, SAP LeanIX, ServiceNow EA, Sparx Enterprise Architect, Visio
Three alternatives
Ardoq, OrbusInfinity, ServiceNow Enterprise Architecture WorkspaceThree alternatives
Ardoq, Planview Portfolios, ServiceNow Enterprise ArchitectureFive alternatives
Ardoq, Avolution ABACUS, Bizzdesign Horizzon, OrbusInfinity, ServiceNow Enterprise ArchitectureTwo alternatives
OrbusInfinity, SAP LeanIXMuse Glimmer 30BArdoq, SAP LeanIXLeanIXChangedSAP LeanIXArdoq, SAP LeanIXLeanIXagainst: Avolution, Lucidchart, Microsoft PowerPoint, Microsoft Visio, SAP LeanIX, ServiceNow Enterprise Architecture, Sparx, UNICOM, Visual Paradigm
Four alternatives
Avolution ABACUS, Bizzdesign Enterprise Studio, IBM Rational System Architect, Sparx Systems Enterprise ArchitectThree alternatives
Mavim, Planview Portfolios, ServiceNow Application Portfolio ManagementNine alternatives
Ardoq, Bizzdesign Horizzon, MEGA HOPEX, Orbus Software OrbusInfinity, Planview Enterprise Architecture, ServiceNow Enterprise Architecture, Software AG Alfabet, Sparx Systems Enterprise Architect, Visual ParadigmOne alternative
ArdoqBold 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.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:49 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:32 | yes | 1 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:30 | yes | 15 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:09 | yes | 16 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:32 | yes | 24 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:24 | yes | 13 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:49 | yes | 21 | 42 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:55 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:36 | no | 0 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:17 | yes | 9 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:39 | yes | 21 | 34 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:33 | yes | 9 | 25 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:52 | yes | 4 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:32 | yes | 15 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:51 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:47 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:59 | yes | 15 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:46 | yes | 17 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:59 | yes | 22 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:18 | yes | 21 | 11 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:02 | yes | 24 | 51 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:19 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:36 | yes | 16 | 48 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:51 | yes | 17 | 17 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:18 | yes | 15 | 29 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:49 | yes | 5 | 14 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:56 | yes | 4 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:05 | yes | 10 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:43 | yes | 9 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:03 | yes | 7 | 15 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:37 | yes | 24 | 38 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:04 | yes | 17 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:52 | yes | 22 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:11 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:52 | yes | 23 | 58 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:03 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:41 | yes | 10 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:21 | yes | 19 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:59 | yes | 24 | 161 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:38 | yes | 15 | 33 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:53 | yes | 8 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:15 | yes | 15 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:01 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:15 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:13 | yes | 19 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 01:30 | yes | 19 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:36 | yes | 17 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:51 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:30 | yes | 21 | 37 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:20 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:51 | yes | 8 | 38 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:36 | yes | 17 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:14 | yes | 22 | 21 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:15 | yes | 18 | 46 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:14 | yes | 3 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:58 | yes | 18 | 29 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:24 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:39 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:52 | yes | 9 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:17 | yes | 18 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:20 | yes | 18 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:33 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:04 | yes | 22 | 53 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:07 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:09 | yes | 15 | 50 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:06 | yes | 22 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:37 | yes | 24 | 47 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:37 | yes | 25 | 32 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:38 | yes | 5 | 26 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:36 | yes | 15 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:32 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:25 | yes | 3 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:29 | yes | 22 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:45 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:06 | yes | 21 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:46 | yes | 12 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:55 | yes | 24 | 70 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:45 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:57 | yes | 10 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:51 | yes | 25 | 25 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:54 | yes | 19 | 82 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:11 | yes | 14 | 36 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:07 | yes | 5 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:47 | yes | 22 | 39 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
BiZZdesign read as Bizzdesign Horizzon
Bizzdesign read as Bizzdesign Horizzon
Bizzdesign (Enterprise Studio) read as Bizzdesign Horizzon
Bizzdesign (HOPEX) read as Bizzdesign Horizzon
Bizzdesign (Horizzon) read as Bizzdesign Horizzon
Orbus read as Orbus iServer
Planview read as Planview Portfolios
ServiceNow read as ServiceNow Enterprise Architecture
ServiceNow (Enterprise Architecture Workspace) read as ServiceNow Enterprise Architecture
Unresolved, counted raw
Agile EA
Apptio Application Portfolio Management / Apptio Costing
ArchiMate-focused tools
Capsifi Jalapeno
Dragon1
Erwin Data Modeler
LeanIX Enterprise Architecture Management
Mavim
Microsoft PowerPoint
Orbus Software OrbusInfinity
Planview Enterprise One
Planview LeanIX
QualiWare Enterprise Architect
SAMU
SAP Archibus / Solution Manager
ServiceNow Architecture Hub
ServiceNow Enterprise Architecture Workspace
Software AG’s Alfabet
Symbio
Word
Discontinued, still offered
No shut-down product was recommended here.