BigCommerce vs Square Online
Three of twelve models named BigCommerce first on the direct prompt; zero named Square Online. BigCommerce was named by twelve of the twelve models and Square Online by ten and BigCommerce carries 38 labels and Square Online 19, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
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
BigCommerceFirst choices, of twelve modelsSquare Online
Across every category in the September 2026 Edition, BigCommerce and Square Online were named in the same answer forty-three times, of the 216 answers naming BigCommerce and the 61 naming Square Online. In those answers Square Online took the first choice ten times and BigCommerce five.
Every model, every framing
| 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 Square Online first choice named as an alternative argued againstblank: not namedEach cell is one answer, BigCommerce on the left and Square Online on the right.The direct prompt
BigCommerce first, Square Online not the choice
3 of 12 modelsSquare Online was named in the answer but not as the choice, or not at all.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.Neither was named
8 of 12 modelsThe answer made no first choice from these two in this category.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
BigCommerce31%#2 of 9Square Online8%#4 of 9BigCommerce18%#2 of 11Square Online9%#5 of 11BigCommerce11%#4 of 10Square Online—not namedWhat the models said about BigCommerce
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Trustpilot rating of only 1.4/5 ("Bad")” DeepSeek V4 Flash · negative prompt · soft negative
“Best overall budget pick for a full store: BigCommerce Standard at $29/month is a strong low-cost option” Perplexity Sonar · budget prompt · first choice
“If you can stretch to ~$29/month, BigCommerce offers the best long-term value with zero transaction fees.” DeepSeek V4 Flash · budget prompt · first choice
“Start with Shopify Plus or BigCommerce Enterprise unless you have specific complexity” Kimi K2 · scale 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
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.