Ecommerce platforms
Asked as “ecommerce platform”, and as “online store platform”, on behalf of a mid-market B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
49%
Clear leader
49BigCommerce B2B Edition18WooCommerce16Shopify18others
49% of first choices, clear leader.
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 mid-market 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
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
04O05
06
07
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01BigCommerce B2B Edition49%
BigCommerce B2B Edition49%02WooCommerce18%
WooCommerce18%03Shopify16%
Shopify16%04Square Online9%
Square Online9%05OroCommerce2%
06Ecwid2%
Ecwid2%07Squarespace Commerce0%
Squarespace Commerce0%08Wix0%
Wix0%09Adobe Commerce0%
Adobe Commerce0%10Salesforce Commerce Cloud0%
Salesforce Commerce Cloud0%What they warned about
Seven of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Mistral Small, Qwen 3.7 Flash 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.
Adobe Commerce41%
16 of 39 labels negative · 8 of 12 models · 1 hard negative
“Avoid: ... attempting Magento without a development budget.” Gemini 3.5 Flash, negative prompt
WooCommerce18%
6 of 33 labels negative · 6 of 12 models
“Many businesses that started with WooCommerce are now reconsidering their technology stack, with the main reasons including performance issues, maintenance costs, and operational complexity.” Claude Haiku 4.5, negative prompt
Zen Cart100%
5 of 5 labels negative · 5 of 12 models · 5 hard negative
“flagged as risky because they can lack updates, modern integrations, and strong security support” Perplexity Sonar, negative prompt
osCommerce100%
5 of 5 labels negative · 5 of 12 models · 5 hard negative
“flagged as risky because they can lack updates, modern integrations, and strong security support” Perplexity Sonar, 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
17 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. 240 links across 132 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 · Shopify9 answers · 12 citations · 4 models
vendor site · Guideflow6 answers · 6 citations · 3 models
5 answers · 8 citations · 3 models
vendor site · Reddit5 answers · 7 citations · 2 models
vendor site · BigCommerce5 answers · 5 citations · 3 models
5 answers · 5 citations · 2 models
vendor site · YouTube4 answers · 15 citations · 1 model
4 answers · 4 citations · 3 models
4 answers · 4 citations · 1 model
vendor site · Hostinger4 answers · 4 citations · 3 models
4 answers · 4 citations · 2 models
4 answers · 4 citations · 3 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.
5 answers · 2 models
4 answers · 3 models
4 answers · 2 models
4 answers · 3 models
4 answers · 3 models
3 answers · 3 models
3 answers · 3 models
3 answers · 2 models
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 |
|---|---|---|---|---|---|---|---|
| BigCommerce B2B Edition bigcommerce.com | 49% | 164 | 210 | 2 | 655,124 | $1,225 | 115 |
| WooCommerce woocommerce.com | 18% | 146 | 22,200 | 3,726 | 88,616 | $24 | 15 |
| Shopify shopify.com Shopify 16%, Shopify Plus B2B 2% | 18% | 299 | 1,000,000 | 38,067 | 3,486,997 | $3,351 | 110 |
| Square Online squareup.com | 9% | 59 | 9,900 | 465 | 3,658,565 | $9 | 99 |
| OroCommerce | 2% | 320 | 15 | ||||
| Ecwid ecwid.com | 2% | 41 | 12,100 | 108 | 136,123 | 0 | |
| WizCommerce wizcommerce.com | 2% | 4 | |||||
| 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 |
| Wix eCommerce | 0% | 720 | 53 |
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 mid-market B2B company?”Paraphrase“Which online store platform would you recommend to a mid-sized B2B company?”Comparative“What are the top ecommerce platforms and how do they differ?”Budget-constrained“What is the best ecommerce platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an ecommerce platform. What should we look at?”Negative“Which ecommerce platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceagainst: Adobe Commerce, SAP Commerce CloudBigCommerce B2B Edition, Shopify, WizCommerceChangedShopifyno first choiceno first choiceagainst: Adobe Commerce, WooCommerce
One alternative
OroCommerceFive alternatives
BigCommerce B2B Edition, Hostinger AI Builder, PrestaShop, Wix, WooCommerceGPT-5.4 miniBigCommerce B2B Editionagainst: ShopifyBigCommerce B2B EditionHeldShopifyagainst: OpenCartWooCommerceno first choicenothing named
Three alternatives
Adobe Commerce, SAP Commerce Cloud, Salesforce B2B CommerceThree alternatives
Adobe Commerce, Salesforce Commerce Cloud, Shopify B2BSix alternatives
Adobe Commerce, BigCommerce B2B Edition, Salesforce Commerce Cloud, Squarespace Commerce, Wix eCommerce, WooCommerceThree alternatives
Shopify, Squarespace Commerce, WixGemini 3.5 FlashBigCommerce B2B Editionagainst: Adobe CommerceShopifyChangedagainst: SAP Commerce Cloud, Salesforce Commerce CloudShopifyagainst: Adobe CommerceWooCommerceno first choiceagainst: Adobe Commerceagainst: Adobe Commerce, Big Cartel, Shift4Shop, Squarespace Commerce, Volusion, Weebly, Wix, WooCommerce, Zen Cart, osCommerce
Three alternatives
OroCommerce, Sana Commerce, ShopifyFour alternatives
BigCommerce B2B Edition, NetSuite SuiteCommerce, OroCommerce, Sana CommerceFour alternatives
BigCommerce B2B Edition, Squarespace Commerce, Wix, WooCommerceThree alternatives
Hostinger Website Builder, Shopify, Square OnlinePerplexity SonarBigCommerce B2B EditionBigCommerce B2B EditionHeldShopifyagainst: Adobe CommerceBigCommerce B2B Edition, WooCommerceno first choiceagainst: Amazon, Etsy, Magento 1.x, PrestaShop, Volusion V1, Zen Cart, osCommerce
Four alternatives
Adobe Commerce, OroCommerce, SAP Commerce Cloud, ShopifyTwo alternatives
OroCommerce, ShopifySix alternatives
BigCommerce B2B Edition, Ecwid, Square Online, Squarespace Commerce, Wix, WooCommerceTwo alternatives
Big Cartel, Square OnlineGrok 4.20BigCommerce B2B Editionagainst: Adobe Commerce, OroCommerce, Salesforce Commerce CloudBigCommerce B2B EditionHeldShopify, WooCommerceWooCommerceShopifyagainst: Adobe Commerce, Bikry, Branchbob, Depop, Okshop, Preloved, SHEIN, Shoppiko, Shpock, Storehippo, Temu, Wish, Wix, nopCommerce
One alternative
ShopifyTwo alternatives
OroCommerce, ShopifyFour alternatives
Adobe Commerce, BigCommerce B2B Edition, Squarespace Commerce, WixFive alternatives
Big Cartel, BigCommerce B2B Edition, Gumroad, Shopify, Square OnlineThree alternatives
Adobe Commerce, BigCommerce B2B Edition, Salesforce Commerce CloudMistral SmallShopify Plus B2Bagainst: Adobe Commerceno first choiceChangedShopifyagainst: Square Online, Squarespace Commerce, Wix CommerceSquare Onlineno first choiceagainst: Adobe Commerce, Magento 1.x, PrestaShop, SWREG, Shopify, Volusion V1, WooCommerce, WorldWay, Zen Cart, osCommerce
One alternative
BigCommerce B2B EditionThree alternatives
Adobe Commerce, BigCommerce B2B Edition, WooCommerceFour alternatives
Ecwid, Shopify, Wix, WooCommerceDeepSeek V4 FlashBigCommerce B2B Editionagainst: Salesforce B2B CommerceBigCommerce B2B EditionHeldagainst: Salesforce Commerce CloudShopifyBigCommerce B2B Edition, Ecwid, WooCommerceShopifyagainst: Adobe Commerceagainst: AliExpress, BigCommerce B2B Edition, DressLily, Etsy, FashionMia, Rosegal, SHEIN, SammyDress, Squarespace Commerce, Temu, TwinkleDeals, Wish.com, Zaful
Two alternatives
Adobe Commerce, ShopifyThree alternatives
Adobe Commerce, OroCommerce, ShopifySeven alternatives
Adobe Commerce, BigCommerce B2B Edition, Ecwid, Square Online, Squarespace Commerce, Wix eCommerce, WooCommerceFour alternatives
Big Cartel, Shopify, Square Online, Wix eCommerceFour alternatives
BigCommerce Catalyst, Elastic Path Composable Commerce, Salesforce Commerce Cloud, commercetoolsLlama 4 MaverickBigCommerce B2B EditionBigCommerce B2B EditionHeldHostinger AI Builder, PrestaShop, Shopify, Wix, WooCommerceWooCommerceno first choicenothing named
Four alternatives
Adobe Commerce, BigCommerce B2B Edition, Square Online, Squarespace CommerceFour alternatives
Big Cartel, Gumroad, Shopify, Square OnlineQwen 3.7 FlashOroCommerceBigCommerce B2B EditionChangedagainst: Adobe CommerceShopifyagainst: Adobe CommerceShopify, Square Onlineno first choiceagainst: AliExpress, Amazon.in, Craigslist, Etsy, Facebook Marketplace, Flipkart, Instagram Checkout, Meesho, Shopify, Temu, TikTok Shop, Vinted, Wish, WooCommerce, Xiaohongshu
Five alternatives
BigCommerce B2B Edition, Oracle NetSuite Commerce, SAP Commerce Cloud, Salesforce B2B Commerce, ShopifyOne alternative
ShopifyFive alternatives
BigCommerce B2B Edition, Square Online, Squarespace Commerce, Wix, WooCommerceTwo alternatives
Squarespace Commerce, WooCommerceKimi K2BigCommerce B2B EditionBigCommerce B2B EditionHeldagainst: Adobe CommerceShopifyagainst: Salesforce Commerce CloudSquare Online, WooCommerceBigCommerce B2B Edition, Shopifyagainst: Adobe Commerce, commercetoolsagainst: AliExpress, Amazon India, Carousell, Craigslist, Facebook Marketplace, Flipkart, Meesho, Myntra, Naaptol, Netmeds, SHEIN, Temu, VLE Bazaar, Wish
Three alternatives
Adobe Commerce, OroCommerce, ShopifyOne alternative
ShopifyFive alternatives
Adobe Commerce, BigCommerce B2B Edition, Squarespace Commerce, Wix eCommerce, WooCommerceThree alternatives
BigCommerce B2B Edition, Hostinger Ecommerce, ShopifyGLM 4.7 FlashXBigCommerce B2B Editionagainst: SAP Commerce Cloud, Salesforce Commerce CloudBigCommerce B2B EditionHeldShopifySquare Onlineno first choiceagainst: Facebook Shops, Instagram Checkout, Magento 1.x, PrestaShop, TikTok Shop, Volusion V1, Wix E-commerce, WooCommerce, Zen Cart, osCommerce
Three alternatives
Elastic Path Composable Commerce, Shopify, VTEXTwo alternatives
Adobe Commerce, Shopify Plus with B2B SuiteTwo alternatives
BigCommerce B2B Edition, WooCommerceFour alternatives
Big Cartel, BigCommerce B2B Edition, Shopify, WooCommerceMiniMax M2.5BigCommerce B2B Edition, ShopifyBigCommerce B2B EditionChangedShopifyWooCommerceno first choiceagainst: Magento 1.x, PrestaShop, Shopify, Volusion V1, Wix E-commerce, WooCommerce, Zen Cart, osCommerce
One alternative
Adobe CommerceTwo alternatives
Commerce Cloud, ShopifySix alternatives
Adobe Commerce, BigCommerce B2B Edition, Square Online, Squarespace Commerce, Wix eCommerce, WooCommerceFive alternatives
Big Cartel, Ecwid, Gumroad, Shopify, Wix eCommerceBold 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 02:38 | no | 0 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:13 | yes | 5 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:53 | yes | 18 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-14 23:47 | 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 04:54 | yes | 0 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:05 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:16 | yes | 0 | 13 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:26 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:46 | yes | 0 | 17 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:12 | yes | 0 | 37 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:30 | yes | 0 | 91 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:52 | no | 0 | 9 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:51 | yes | 7 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:55 | yes | 6 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:38 | yes | 12 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 00:47 | yes | 20 | 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) | 2026-09-14 23:02 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:38 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:38 | yes | 0 | 35 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:50 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:48 | yes | 0 | 46 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:33 | yes | 0 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:42 | yes | 0 | 11 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:25 | yes | 0 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:20 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:16 | no | 0 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:41 | yes | 7 | 14 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:39 | yes | 19 | 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 01:18 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:42 | yes | 0 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:09 | yes | 0 | 16 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:34 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:57 | yes | 0 | 41 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:32 | yes | 0 | 40 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:11 | yes | 0 | 23 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:46 | yes | 0 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:16 | no | 0 | 4 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:59 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:29 | yes | 27 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:44 | yes | 19 | 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) | 2026-09-14 23:31 | yes | 0 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:22 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:26 | yes | 0 | 19 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:03 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:50 | yes | 0 | 37 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:18 | yes | 0 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:41 | yes | 0 | 46 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:34 | yes | 0 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:00 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:13 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:09 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 00:14 | yes | 20 | 9 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 04:28 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:43 | yes | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:02 | yes | 0 | 23 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:00 | yes | 0 | 1 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:00 | yes | 0 | 40 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:48 | yes | 0 | 42 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:47 | yes | 0 | 42 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:09 | yes | 0 | 14 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:11 | yes | 24 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:44 | no | 0 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:49 | yes | 8 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 00:12 | yes | 16 | 7 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 03:07 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:04 | yes | 0 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:28 | yes | 0 | 34 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:00 | yes | 0 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:24 | yes | 0 | 57 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:08 | yes | 0 | 69 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:22 | yes | 0 | 249 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:49 | yes | 0 | 12 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
Adobe read as Adobe Commerce
BigCommerce read as BigCommerce B2B Edition
BigCommerce (Performance Plan + B2B Edition) read as BigCommerce B2B Edition
BigCommerce Enterprise read as BigCommerce B2B Edition
BigCommerce with B2B Edition read as BigCommerce B2B Edition
Elastic Path read as Elastic Path Composable Commerce
Hostinger read as Hostinger Ecommerce
Hostinger eCommerce Builder read as Hostinger Ecommerce
SAP read as SAP Commerce Cloud
Salesforce read as Salesforce Commerce Cloud
Squarespace read as Squarespace Commerce
Unresolved, counted raw
Amazon India
Amazon.in
BigCommerce Catalyst
Bikry
Branchbob
Carousell
Depop
DressLily
Facebook Shops
FashionMia
Magento 2.x
Naaptol
Okshop
Preloved
Qoo10
Rosegal
SAP Commerce
SWREG
SammyDress
Shopify Plus B2B
Shoppiko
Shpock
Storehippo
TwinkleDeals
VLE Bazaar
Vinted
Wish.com
WorldWay
Xiaohongshu (Little Red Book)
Zaful
Discontinued, still offered
No shut-down product was recommended here.