Ecommerce platforms · September 2026 Edition
BigCommerce B2B Edition vs Square Online
Six of twelve models named BigCommerce B2B Edition first on the direct prompt; zero named Square Online. BigCommerce B2B Edition was named by ten of the twelve models and Square Online by ten and BigCommerce B2B Edition carries 14 labels and Square Online 19, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories this edition.
First-choice share27%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 11; printed, not drawn.
Labels1419A 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 eight of the twelve direct answers. BigCommerce B2B Edition vs BigCommerce · BigCommerce B2B Edition vs WooCommerce · BigCommerce B2B Edition vs Shopify
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
BigCommerce B2B EditionFirst choices, of twelve modelsSquare Online
Direct60
Paraphrase60
Comparative001 against Square Online
Budget-constrained04
Scale-constrained00
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where BigCommerce B2B Edition and Square Online 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 4.1 Fast | | | | |||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | | |||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | |
BigCommerce B2B Edition Square Online first choice named as an alternative argued againstblank: not namedEach cell is one answer, BigCommerce B2B Edition on the left and Square Online on the right.The direct prompt
The plain question, one answer per model, grouped by where BigCommerce B2B Edition and Square Online stood in it.
BigCommerce B2B Edition first, Square Online not the choice
6 of 12 modelsSquare Online was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashBigCommerce B2B Edition alternatives: OroCommerce, Sana Commerce, Shopify
Perplexity SonarBigCommerce B2B Edition alternatives: Adobe Commerce, OroCommerce, SAP Commerce Cloud, Shopify
Grok 4.1 FastBigCommerce B2B Edition alternatives: Shopify
DeepSeek V4 FlashBigCommerce B2B Edition alternatives: Adobe Commerce, Shopify
Llama 4 MaverickBigCommerce B2B Edition
Kimi K2BigCommerce B2B Edition alternatives: Adobe Commerce, OroCommerce, Shopify
Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Mistral SmallShopify Plus B2B alternatives: BigCommerce B2B Edition
Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniBigCommerce alternatives: Adobe Commerce, SAP Commerce Cloud, Salesforce B2B Commerce
Qwen 3.7 FlashOroCommerce alternatives: BigCommerce, Oracle NetSuite Commerce, SAP Commerce Cloud, Salesforce B2B Commerce Cloud, Shopify
GLM 4.7 FlashXBigCommerce alternatives: Elastic Path, Shopify, VTEX
MiniMax M2.5BigCommerce, Shopify alternatives: Adobe Commerce
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
Square Online leads by eight points.
Square Online8%#4 of 9BigCommerce B2B Edition0%#– of 9Mid-marketThe figures above
The order flips: BigCommerce B2B Edition leads at mid-market.
BigCommerce B2B Edition27%#1 of 11Square Online9%#5 of 11Enterprise
Square Online is not named for this buyer.
BigCommerce B2B Edition0%#– of 10Square Online—not namedWhat the models said about BigCommerce B2B Edition
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“BigCommerce stands out for its open architecture, built-in B2B features, and ability to support hybrid B2B and DTC ecommerce businesses” Claude Haiku 4.5 · paraphrase prompt · first choice
“BigCommerce B2B Edition is widely regarded as the best overall ecommerce platform for mid-market B2B companies” Kimi K2 · direct prompt · first choice
“Best Overall "Goldilocks" Solution ... the most balanced, "plug-and-play" B2B platform for the mid-market” Gemini 3.5 Flash · direct prompt · first choice
What the models said about Square Online
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Weaknesses: Limited scalability beyond $1-2M GMV” Mistral Small · comparative prompt · soft negative
“If you have $0 for monthly fees: Choose Square Online.” Qwen 3.7 Flash · budget prompt · first choice
“1. Square Online — FREE Plan ⭐ Best for Tightest Budgets” Kimi K2 · budget prompt · first choice
“🏆 Best Overall Value: Square Online (free plan)” Mistral Small · budget prompt · first choice
Also compared
BigCommerce B2B Edition vs BigCommerceBigCommerce B2B Edition vs WooCommerceBigCommerce B2B Edition vs ShopifyBigCommerce B2B Edition vs OroCommerceBigCommerce B2B Edition vs EcwidBigCommerce vs Square OnlineWooCommerce vs Square OnlineShopify vs Square OnlineSquare Online vs OroCommerceSquare Online vs EcwidAll twenty-one 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.