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Enterprise architecture tools · November 2026 Edition

Archi vs LeanIX

Zero of fourteen models named Archi first on the direct prompt; zero named LeanIX. Archi was named by fourteen of the fourteen models and LeanIX by eleven and Archi carries 24 labels and LeanIX 19, so the shares are not directly comparable.

Archi

accepted challenger

Named in one category this edition.

LeanIX

criticized challenger

Named in three categories this edition.

First-choice share14%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%42%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 12; printed, not drawn.
Labels2419A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Archi reading right to left. Rank and label count are printed, not drawn.Ardoq was named alongside these two in twelve of the fourteen direct answers. SAP LeanIX vs Archi · SAP LeanIX vs LeanIX · Ardoq vs Archi

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the enterprise architecture tools page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ArchiFirst choices, of fourteen modelsLeanIX
Direct00
Paraphrase03
Comparative002 against Archi
Budget-constrained805 against LeanIX
Scale-constrained03
Negative012 against Archi · 3 against LeanIX
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Archi and LeanIX were named in the same answer eighteen times, of the 77 answers naming Archi and the 61 naming LeanIX. In those answers LeanIX took the first choice one time and Archi eight.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Archi and LeanIX stood in it.
ModelDirectARParaphraseARComparativeARBudget-constrainedARScale-constrainedARNegativeAR
Claude Haiku 4.5ARAR
GPT-5.4 miniAR
Gemini 3.5 FlashAR
Perplexity SonarAR
Grok 4.20ARARAR
Mistral SmallARAR
DeepSeek V4 FlashAR
Llama 4 MaverickAR
Qwen 3.7 FlashAR
Kimi K2ARAR
GLM 4.7 FlashXAR
MiniMax M2.5ARAR
GPT-6 LunaAR
Muse Glimmer 30BAR
AR Archi LeanIXAR first choiceAR named as an alternativeAR argued againstblank: not namedEach cell is one answer, Archi on the left and LeanIX on the right.

The direct prompt

The plain question, one answer per model, grouped by where Archi and LeanIX stood in it.

Neither was named

14 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
GPT-5.4 miniArdoq, LeanIX Enterprise Architecture alternatives: ADOIT, Bizzdesign Horizzon, OrbusInfinity, ServiceNow Enterprise Architecture, Sparx Enterprise Architect
Gemini 3.5 FlashSAP LeanIX alternatives: Ardoq, Avolution ABACUS, Sparx Systems
Perplexity SonarSAP LeanIX alternatives: Ardoq, OrbusInfinity, Sparx Enterprise Architect
Grok 4.20SAP LeanIX alternatives: Ardoq, Bizzdesign Horizzon, OrbusInfinity
Mistral SmallArdoq, SAP LeanIX alternatives: Boldo, ServiceNow Enterprise Architecture, Sparx Systems Enterprise Architect
DeepSeek V4 FlashBoldo alternatives: Ardoq, Orbus Infinity, SAP LeanIX
Llama 4 MaverickBoldo alternatives: Aplas, Sparx Systems Enterprise Architect
Qwen 3.7 FlashArdoq alternatives: Lucidchart, SAP LeanIX, ServiceNow EAM
Kimi K2Ardoq, SAP LeanIX alternatives: Avolution ABACUS, Orbus Software
GLM 4.7 FlashXArdoq, SAP LeanIX alternatives: ADOIT EA Suite, OrbusInfinity, ServiceNow Enterprise Architecture
MiniMax M2.5Ardoq alternatives: Bizzdesign Horizzon, Orbus Software, SAP LeanIX, ServiceNow Enterprise Architecture
GPT-6 LunaArdoq alternatives: OrbusInfinity, SAP LeanIX, Sparx Systems Enterprise Architect
Muse Glimmer 30BArdoq, SAP LeanIX alternatives: ServiceNow Enterprise Architecture

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Archi leads by twenty-nine points.
Archi31%#1 of 18
LeanIX2%#10 of 18
The full small business standing →
Mid-marketThe figures above
Archi leads by four points.
Archi14%#3 of 12
LeanIX11%#4 of 12
The full mid-market standing →
Enterprise
The order flips: LeanIX leads at enterprise.
LeanIX8%#3 of 12
Archi0%#– of 12
The full enterprise standing →

What the models said about Archi

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Archi lacks enterprise-grade features of commercial tools including no cloud collaboration, limited integrations... This makes it unsuitable for organizations requiring robust enterprise support.” Claude Haiku 4.5 · negative prompt · hard negative
“Limitations: No enterprise features like workflow governance, role-based access, or automated discovery” MiniMax M2.5 · comparative prompt · soft negative
“it can become problematic when organizations try to scale it for complex needs” Mistral Small · negative prompt · soft negative
“starting with Archi for pure ArchiMate work, or Essential Open Source for a self-hosted EA knowledge base, gives the most capability for zero license cost” Muse Glimmer 30B · budget prompt · first choice
“I'd suggest beginning with open-source tools like Archi combined with free collaboration tools” Claude Haiku 4.5 · budget prompt · first choice
“Archi (free and open-source) is often the best choice for a company with a limited budget.” Grok 4.20 · budget prompt · first choice

What the models said about LeanIX

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“What to Avoid on a Tight Budget ... Priced per application, typically $30K–$100K+/year” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid starting with LeanIX, Bizzdesign, HOPEX, or ServiceNow” Perplexity Sonar · budget prompt · hard negative
“rather than trying to use a full-scale repository tool (like ServiceNow TOWER or LeanIX) which can cost tens of thousands of dollars a year” Qwen 3.7 Flash · budget prompt · soft negative
“LeanIX: Cloud-native, collaborative, strong automation and SaaS focus. Excellent for mid-market; integrates well with ServiceNow/Jira. High usability; AI-driven insights.” Grok 4.20 · scale prompt · first choice
“Best for: Fast time-to-value, SaaS/Cloud discovery, straightforward Application Portfolio Management (APM).” Gemini 3.5 Flash · scale prompt · first choice
“Target Instead: Modern, cloud-native EA platforms (e.g., LeanIX, Ardoq, Avolution ABACUS, BOC ADOIT)” Gemini 3.5 Flash · negative prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.