Ecommerce platforms for small business buyers
Asked as “ecommerce platform”, and as “online store platform”, on behalf of a small B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
35%
Contested · BigCommerce B2B Edition 31%
35Shopify31BigCommerce B2B Edition14WooCommerce20others
35% of first choices, contested.
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 twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four 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.
Head to head
BigCommerce B2B Edition vs WooCommerceBigCommerce B2B Edition vs ShopifyBigCommerce B2B Edition vs Square Online
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.All fifteen head-to-head pages: the top six products, each against each
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 →
01
02
03
04W05
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Shopify35%
Shopify35%02BigCommerce B2B Edition31%
BigCommerce B2B Edition31%03WooCommerce14%
WooCommerce14%04Square Online8%
Square Online8%05Wix eCommerce4%
06Ecwid0%
Ecwid0%07Squarespace Commerce0%
Squarespace Commerce0%08Wix0%
Wix0%09Adobe Commerce0%
Adobe Commerce0%What they warned about
Four of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, GLM 4.7 FlashX and MiniMax M2.5 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.
WooCommerce16%
10 of 62 labels negative · 9 of 12 models · 2 hard negative
“Most small businesses find the ongoing maintenance, security risks, and hidden costs outweigh the benefits” Claude Haiku 4.5, negative prompt
Adobe Commerce67%
12 of 18 labels negative · 8 of 12 models · 3 hard negative
“Avoid enterprise like Adobe Commerce, Salesforce, or full BigCommerce B2B Edition ($1k+/mo)—overkill/costly for small.” Grok 4.20, direct prompt
Volusion100%
7 of 7 labels negative · 7 of 12 models · 4 hard negative
“Frequently called the "worst" in reviews due to outdated software, frequent crashes, bugs, unresponsive support” Grok 4.20, negative prompt
Squarespace Commerce27%
7 of 26 labels negative · 7 of 12 models · 1 hard negative
“users have reported numerous glitches and bad customer support, and the Business plan imposes a 3% transaction fee” Claude Haiku 4.5, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
18 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 231 links across 123 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Shopify13 answers · 17 citations · 4 models
vendor site · BigCommerce9 answers · 13 citations · 4 models
7 answers · 8 citations · 3 models
vendor site · Guideflow7 answers · 8 citations · 3 models
vendor site · MRPeasy6 answers · 6 citations · 3 models
vendor site · Stripe6 answers · 6 citations · 2 models
vendor site · Reddit5 answers · 7 citations · 2 models
vendor site · WizCommerce4 answers · 5 citations · 2 models
4 answers · 4 citations · 1 model
vendor site · WooCommerce4 answers · 4 citations · 1 model
vendor site · YouTube3 answers · 9 citations · 1 model
vendor site · Shopify3 answers · 4 citations · 2 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.
7 answers · 3 models
6 answers · 3 models
6 answers · 3 models
6 answers · 3 models
5 answers · 3 models
5 answers · 2 models
4 answers · 3 models
4 answers · 1 model
3 answers · 2 models
3 answers · 2 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 ecommerce platform”, “ecommerce platform”. 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 |
|---|---|---|---|---|---|---|---|
| Shopify shopify.com | 35% | 299 | 1,000,000 | 38,067 | 3,486,997 | $3,351 | 110 |
| BigCommerce B2B Edition bigcommerce.com | 31% | 164 | 210 | 2 | 655,124 | $1,225 | 115 |
| WooCommerce woocommerce.com | 14% | 146 | 22,200 | 3,726 | 88,616 | $24 | 15 |
| Square Online squareup.com | 8% | 59 | 9,900 | 465 | 3,658,565 | $9 | 99 |
| Big Cartel bigcartel.com | 6% | 20 | 33,100 | 708 | 607,556 | 28 | |
| Wix eCommerce | 4% | 720 | 53 | ||||
| Zoho Commerce zoho.com | 2% | 1,216,894 | $51,031 | 119 | |||
| Ecwid ecwid.com | 0% | 41 | 12,100 | 108 | 136,123 | 0 | |
| Squarespace Commerce squarespace.com | 0% | 65 | 390 | 25 | 7,819,271 | $1,835 | 62 |
| Wix wix.com | 0% | 185 | 673,000 | 21,881 | 4,049,160 | $1,858 | 119 |
Google's top ten for the two searches hold 15 sites; 1 of them are among the sites the models cited here (reddit.com). The first result for “best ecommerce platform” is theretailexec.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 ecommerce platform for a small B2B company?”Paraphrase“Which online store platform would you recommend to a small business that sells to other businesses?”Comparative“What are the top ecommerce platforms for a small team and how do they differ?”Budget-constrained“What is the best ecommerce platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an ecommerce platform. What should we look at?”Negative“Which ecommerce platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5WooCommerceagainst: Adobe CommerceBigCommerce B2B Edition, WooCommerceChangedagainst: Salesforce Commerce CloudShopifyagainst: Adobe CommerceWix eCommerceno first choiceagainst: Shopify, Squarespace Commerce, Storenvy, Wix, WooCommerce, Yahoo! Stores
Two alternatives
BigCommerce B2B Edition, ShopifyOne alternative
ShopifyFour alternatives
BigCommerce B2B Edition, Squarespace Commerce, Wix, WooCommerceTwo alternatives
LaunchMyStore Starter, WooCommerceGPT-5.4 miniShopifyBigCommerce B2B EditionChangedShopifyWooCommerceagainst: Shopifyno first choiceagainst: Adobe Commerce, BigCommerce B2B Edition, OpenCart, PrestaShop, Shopify, WooCommerce
Two alternatives
BigCommerce B2B Edition, WooCommerceTwo alternatives
Shopify, WooCommerceThree alternatives
BigCommerce B2B Edition, Wix eCommerce, WooCommerceOne alternative
Square OnlineGemini 3.5 FlashShopifyShopifyHeldShopifyWooCommerceBigCommerce B2B Edition, Shopifyagainst: Adobe Commerce, Commerce Layer, Shopify Hydrogen, WooCommerceagainst: Adobe Commerce, OpenCart, Oracle CX Commerce, PrestaShop, Salesforce Commerce Cloud, Shift4Shop, Volusion, Weebly, WooCommerce
Three alternatives
BigCommerce B2B Edition, Wix, WooCommerceTwo alternatives
BigCommerce B2B Edition, WooCommerceFour alternatives
BigCommerce B2B Edition, Squarespace Commerce, Wix eCommerce, WooCommerceThree alternatives
Hostinger Website Builder, Shopify, Square OnlinePerplexity SonarShopifyagainst: WixShopifyHeldagainst: OroCommerceShopifySquare Onlineno first choiceagainst: Adobe Commerce, Big Cartel, Salesforce Commerce Cloud, Squarespace Commerce, Volusion, Weebly, Wix eCommerce, commercetools
Two alternatives
BigCommerce B2B Edition, OroCommerceOne alternative
BigCommerce B2B EditionFive alternatives
BigCommerce B2B Edition, Square Online, Squarespace Commerce, Wix, WooCommerceTwo alternatives
Shopify, WooCommerceGrok 4.20Shopifyagainst: Adobe Commerce, Salesforce Commerce CloudBigCommerce B2B EditionChangedShopifyWooCommerceagainst: ShopifyBigCommerce B2B Edition, Shopifyagainst: Square Online, WooCommerceagainst: Big Cartel, Ecwid, Shift4Shop, Squarespace Commerce, Volusion, Weebly, Wix eCommerce
Two alternatives
BigCommerce B2B Edition, WooCommerceTwo alternatives
Shopify, WooCommerceFive alternatives
BigCommerce B2B Edition, Square Online, Squarespace Commerce, Wix, WooCommerceThree alternatives
Big Cartel, Ecwid, Square OnlineTwo alternatives
Squarespace Commerce, WixMistral SmallShopifyagainst: EcwidBigCommerce B2B Edition, ShopifyChangedagainst: Weebly, WixShopifySquare Onlineno first choiceagainst: Adobe Commerce, Salesforce Commerce Cloudagainst: BigCommerce B2B Edition, Etsy, Gumroad, Shopify, Volusion, Wix eCommerce
Three alternatives
BigCommerce B2B Edition, SparkLayer, WooCommerceOne alternative
WooCommerceSix alternatives
BigCommerce B2B Edition, Ecwid, Square Online, Squarespace Commerce, Wix eCommerce, WooCommerceFive alternatives
BigCommerce B2B Edition, Ecwid, Payhip, Shopify, WooCommerceDeepSeek V4 FlashBigCommerce B2B Edition, Shopifyagainst: Adobe Commerce, OroCommerce, Salesforce Commerce Cloud, Shopify, commercetoolsBigCommerce B2B EditionChangedShopifyagainst: WixBig Cartel, Square OnlineBigCommerce B2B Edition, Shopifyagainst: Adobe Commerceagainst: Adobe Commerce, BigCommerce B2B Edition, Magento 1.x, PrestaShop, Shopify, Squarespace Commerce, Volusion V1, Wix, WooCommerce, Zen Cart, osCommerce
One alternative
WooCommerceTwo alternatives
Shopify, WooCommerceFive alternatives
BigCommerce B2B Edition, Ecwid, Square Online, Squarespace Commerce, WooCommerceSix alternatives
BigCommerce B2B Edition, Ecwid, Gumroad, Shopify, Wix, WooCommerceOne alternative
WooCommerceLlama 4 Maverickno first choiceShopifyChangedno first choiceBig Cartelno first choiceagainst: Weebly
Two alternatives
Adobe Commerce, BigCommerce B2B EditionFive alternatives
Ecwid, Gumroad, Shopify, Square Online, WooCommerceQwen 3.7 FlashBigCommerce B2B EditionBigCommerce B2B EditionHeldagainst: ShopifyShopifyWix eCommerceBigCommerce B2B Edition, Shopifyagainst: Adobe Commerce (Magento) Cloud, OpenCart, Volusion, Weebly Ecommerce, WooCommerce
Two alternatives
Shopify, WooCommerceTwo alternatives
Shopify, WooCommerceTwo alternatives
BigCommerce B2B Edition, WooCommerceFour alternatives
Big Cartel, Ecwid, Shopify, Squarespace CommerceOne alternative
WooCommerceKimi K2BigCommerce B2B EditionBigCommerce B2B EditionHeldShopify, Square Online, WixBig Cartel, Square OnlineShopifyagainst: Squarespace Commerce, Wixagainst: BigCommerce B2B Edition, Magento 1.x, Shift4Shop, Volusion V1, WooCommerce, Zen Cart, osCommerce
Two alternatives
Shopify, WooCommerceTwo alternatives
Shopify, WooCommerceThree alternatives
BigCommerce B2B Edition, Ecwid, WooCommerceThree alternatives
BigCommerce B2B Edition, Shopify, WooCommerceTwo alternatives
BigCommerce B2B Edition, WooCommerceGLM 4.7 FlashXShopifyBigCommerce B2B Edition, ShopifyChangedShopifyWooCommerceagainst: Squarespace Commerceno first choiceagainst: Volusion, Weebly, WooCommerce
Two alternatives
BigCommerce B2B Edition, WooCommerceTwo alternatives
Ecwid, SparkLayerSeven alternatives
BigCommerce B2B Edition, Ecwid, Salesforce CRM, Square Online, Squarespace Commerce, Wix, WooCommerceTwo alternatives
Shopify, WixMiniMax M2.5Zoho CommerceShopifyChangedShopify, Square OnlineBigCommerce B2B Edition, WooCommerceno first choiceagainst: Adobe Commerce, Ecwid, Squarespace Commerce, Volusion, Wix eCommerce, WooCommerce
Two alternatives
BigCommerce B2B Edition, ShopifyThree alternatives
BigCommerce B2B Edition, Lightspeed Commerce, WooCommerceOne alternative
WooCommerceTwo alternatives
Shopify, Square OnlineBold 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.
Seventy-two 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 | 2026-09-15 01:40 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:43 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:29 | yes | 15 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:06 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:17 | yes | 0 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:01 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:41 | yes | 0 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:26 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:12 | yes | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:34 | yes | 0 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:47 | yes | 0 | 17 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:22 | yes | 0 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:27 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:39 | no | 0 | 2 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:20 | yes | 15 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 05:04 | yes | 18 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:20 | yes | 0 | 4 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:50 | no | 0 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:09 | yes | 0 | 46 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:17 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:48 | no | 0 | 25 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:38 | yes | 0 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:20 | yes | 0 | 50 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:14 | no | 0 | 11 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:33 | yes | 13 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:28 | yes | 4 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:49 | yes | 10 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 02:03 | yes | 17 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:17 | yes | 0 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:51 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:13 | yes | 0 | 18 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:38 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:54 | yes | 0 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:15 | yes | 0 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:42 | yes | 0 | 27 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:48 | yes | 0 | 24 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:44 | yes | 7 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 05:07 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:26 | yes | 10 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 00:48 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:42 | yes | 0 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:06 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:42 | yes | 0 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:12 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:46 | yes | 0 | 20 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:17 | yes | 0 | 12 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:30 | yes | 0 | 114 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 05:03 | yes | 0 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:07 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:57 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:39 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 03:26 | yes | 19 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:00 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:46 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:12 | yes | 0 | 19 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:17 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:56 | yes | 0 | 41 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:14 | yes | 0 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:17 | yes | 0 | 18 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:34 | no | 0 | 14 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:04 | yes | 15 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:16 | yes | 3 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:43 | yes | 20 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 00:11 | yes | 20 | 22 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:25 | yes | 0 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 05:00 | yes | 0 | 12 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:20 | yes | 0 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:47 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:55 | yes | 0 | 22 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:14 | yes | 0 | 43 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:42 | yes | 0 | 20 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:12 | yes | 0 | 33 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
BigCommerce read as BigCommerce B2B Edition
BigCommerce (B2B Edition) read as BigCommerce B2B Edition
BigCommerce (Core/Growth) read as BigCommerce B2B Edition
BigCommerce Enterprise read as BigCommerce B2B Edition
Oracle Commerce read as Oracle CX Commerce
Salesforce read as Salesforce Commerce Cloud
Squarespace read as Squarespace Commerce
Unresolved, counted raw
B2B for Shopify
Commerce Layer
Lightspeed Commerce
Shopify Hydrogen
Storenvy
Wholesale Club
Wholesale Suite
Wholesale for WooCommerce
WooCommerce Wholesale Suite
Yahoo! Stores
Zoho Commerce
Discontinued, still offered
No shut-down product was recommended here.