Ecommerce platforms · November 2026 Edition
BigCommerce B2B Edition vs Adobe Commerce
Twelve of fourteen models named BigCommerce B2B Edition first on the direct prompt; one named Adobe Commerce. Both were named by all fourteen models and BigCommerce B2B Edition carries 61 labels and Adobe Commerce 56, so the shares are not directly comparable.
Named in three categories this edition.
By Adobe, San Jose, United States, founded 1982. Named in six categories this edition.
First-choice share45%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%36%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 13; printed, not drawn.
Labels6156A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BigCommerce B2B Edition reading right to left. Rank and label count are printed, not drawn.Shopify was named alongside these two in twelve of the fourteen direct answers. BigCommerce B2B Edition vs Shopify · BigCommerce B2B Edition vs WooCommerce · BigCommerce B2B Edition vs Big Cartel
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 ecommerce platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BigCommerce B2B EditionFirst choices, of fourteen modelsAdobe Commerce
Direct1214 against Adobe Commerce
Paraphrase1302 against Adobe Commerce
Comparative104 against Adobe Commerce
Budget-constrained001 against BigCommerce B2B Edition · 1 against Adobe Commerce
Scale-constrained10
Negative004 against BigCommerce B2B Edition · 8 against Adobe Commerce
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, BigCommerce B2B Edition and Adobe Commerce were named in the same answer 132 times, of the 199 answers naming BigCommerce B2B Edition and the 228 naming Adobe Commerce. In those answers Adobe Commerce took the first choice ten times and BigCommerce B2B Edition forty-two.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where BigCommerce B2B Edition and Adobe Commerce stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | ||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | | |||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | | |
BigCommerce B2B Edition Adobe Commerce first choice named as an alternative argued againstblank: not namedEach cell is one answer, BigCommerce B2B Edition on the left and Adobe Commerce on the right.The direct prompt
The plain question, one answer per model, grouped by where BigCommerce B2B Edition and Adobe Commerce stood in it.
BigCommerce B2B Edition first, Adobe Commerce an alternative
12 of 14 modelsAdobe Commerce was named in the answer but not as the choice, or not at all.GPT-5.4 miniBigCommerce B2B Edition alternatives: Adobe Commerce, Salesforce B2B Commerce, Shopify, Spryker, commercetools
Gemini 3.5 FlashBigCommerce B2B Edition alternatives: OroCommerce, Sana Commerce, Shopify
Perplexity SonarBigCommerce B2B Edition alternatives: OroCommerce, SAP Commerce Cloud, Salesforce B2B Commerce, Shopify
Grok 4.20BigCommerce B2B Edition alternatives: Adobe Commerce, OroCommerce, Shopify
Mistral SmallBigCommerce B2B Edition alternatives: OroCommerce, Shopify
DeepSeek V4 FlashBigCommerce B2B Edition alternatives: Adobe Commerce, OroCommerce, Shopify
Llama 4 MaverickBigCommerce B2B Edition
Kimi K2BigCommerce B2B Edition alternatives: Adobe Commerce, Shopify
GLM 4.7 FlashXBigCommerce B2B Edition alternatives: Shopify
MiniMax M2.5BigCommerce B2B Edition alternatives: OroCommerce
GPT-6 LunaBigCommerce B2B Edition alternatives: Adobe Commerce, Shopify, commercetools
Muse Glimmer 30BBigCommerce B2B Edition alternatives: OroCommerce, Sana Commerce, Shopify, Shopify B2B, Virto Commerce
Adobe Commerce first, BigCommerce B2B Edition an alternative
1 of 14 modelsBigCommerce B2B Edition was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashAdobe Commerce alternatives: BigCommerce B2B Edition, Shopify
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Shopify alternatives: BigCommerce B2B Edition, NetSuite Commerce, SAP Commerce Cloud
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
BigCommerce B2B Edition leads by thirty-three points.
BigCommerce B2B Edition33%#2 of 8Adobe Commerce0%#8 of 8Mid-marketThe figures above
BigCommerce B2B Edition leads by forty-three points.
BigCommerce B2B Edition45%#1 of 13Adobe Commerce2%#5 of 13Enterprise
The order flips: Adobe Commerce leads at enterprise.
Adobe Commerce20%#2 of 11BigCommerce B2B Edition12%#4 of 11What the models said about BigCommerce B2B Edition
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Bad platform, even worse support. Avoid at all costs.” Muse Glimmer 30B · negative prompt · hard negative
“users consistently report aggressive price increases and poor support when problems arise” DeepSeek V4 Flash · negative prompt · soft negative
“platforms like Shopify or BigCommerce offer more built-in tools, though at a higher cost” MiniMax M2.5 · budget prompt · soft negative
“BigCommerce (particularly its B2B Edition or Enterprise tier) is often considered the best overall ecommerce platform for a mid-market B2B company.” Grok 4.20 · direct prompt · first choice
“For most mid-market B2B companies, BigCommerce B2B Edition offers the best balance of features, cost-effectiveness, and ease of implementation” MiniMax M2.5 · direct prompt · first choice
“BigCommerce B2B Edition: Known for its ability to handle complex B2B operations, including custom pricing, quote workflows, and ERP integrations.” Llama 4 Maverick · paraphrase prompt · first choice
What the models said about Adobe Commerce
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Official support ended in June 2020. Running a Magento 1 store today exposes you to massive security risks” Gemini 3.5 Flash · negative prompt · hard negative
“Avoid: Enterprise options like Adobe Commerce or Magento (too complex/expensive for limited budgets).” Grok 4.20 · budget prompt · hard negative
“Avoid or be cautious with Adobe Commerce (Magento)... making it a poor choice for small businesses” Mistral Small · negative prompt · hard negative
“the industry consensus for the top three contenders in this specific bracket is Adobe Commerce (Magento), Shopify Plus, and BigCommerce” Qwen 3.7 Flash · direct prompt · first choice
“If you need deep customisation and already have a dev team: *Adobe Commerce (Magento 2)* or *Salesforce Commerce Cloud* give you the most flexibility.” MiniMax M2.5 · paraphrase prompt · alternative
“Adobe Commerce is better suited to B2B-heavy operations that justify substantial implementation and maintenance effort” Perplexity Sonar · paraphrase prompt · alternative
Also compared
BigCommerce B2B Edition vs ShopifyBigCommerce B2B Edition vs WooCommerceBigCommerce B2B Edition vs Big CartelBigCommerce B2B Edition vs WixShopify vs Adobe CommerceWooCommerce vs Adobe CommerceBig Cartel vs Adobe CommerceAdobe Commerce vs WixAll fifteen head-to-head pages and the full ecommerce standing
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.