Best ecommerce platforms (search query)

We asked 10 models: best ecommerce platform for online store Each named its own top 10.

Asked 4 ways: List request · Buyer asking for advice · Search query · Worth paying for?. Share of voice pools every wording.

Agreement between models
87%
Same model, run twice
93%
Different picks
15

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#PickScoreListed byClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra

Most divisive

Picks most models listed, at very different positions

Hot takes

Picks that appear on only one ballot

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

  1. Shopify
  2. BigCommerce
  3. WooCommerce
  4. Squarespace
  5. Wix
  6. Magento
  7. Ecwid
  8. PrestaShop
  9. Adobe Commerce
  10. OpenCart

86% with consensus · 98% self-consistent

GPT-6 Luna

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Squarespace
  5. Wix
  6. Adobe Commerce
  7. Square Online
  8. Ecwid
  9. Salesforce Commerce Cloud
  10. Etsy

93% with consensus · 91% self-consistent

Gemini 4 Argon

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Wix
  5. Squarespace
  6. Adobe Commerce
  7. Shift4Shop
  8. Ecwid
  9. Square Online
  10. PrestaShop

96% with consensus · 95% self-consistent

Qwen 3.8 Flash

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Adobe Commerce
  5. Squarespace
  6. Wix
  7. PrestaShop
  8. Ecwid
  9. Magento
  10. OpenCart

93% with consensus · 94% self-consistent

DeepSeek V4 Pro

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Magento
  5. Squarespace
  6. Wix
  7. Square Online
  8. Ecwid
  9. Shift4Shop
  10. Volusion

89% with consensus · 94% self-consistent

GLM-5.3

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Wix
  5. Adobe Commerce
  6. Squarespace
  7. Salesforce Commerce Cloud
  8. PrestaShop
  9. Shift4Shop
  10. OpenCart

92% with consensus · 89% self-consistent

Kimi K3

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Wix
  5. Squarespace
  6. Square Online
  7. Ecwid
  8. Shift4Shop
  9. Adobe Commerce
  10. Magento

92% with consensus · 92% self-consistent

MiniMax M3

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Wix
  5. Squarespace
  6. Magento
  7. Salesforce Commerce Cloud
  8. Ecwid
  9. PrestaShop
  10. Square Online

95% with consensus · 96% self-consistent

Mistral Large 4

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Magento
  5. Wix
  6. Squarespace
  7. PrestaShop
  8. Adobe Commerce
  9. Ecwid
  10. OpenCart

91% with consensus · 93% self-consistent

Nemotron 3 Ultra

  1. Shopify
  2. WooCommerce
  3. BigCommerce
  4. Squarespace
  5. Wix
  6. Magento
  7. PrestaShop
  8. OpenCart
  9. Adobe Commerce
  10. Shift4Shop

91% with consensus · 94% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 80 (lightest) to 95 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5848284838083868690
GPT-6 Luna849390888992898689
Gemini 4 Argon829390889295918787
Qwen 3.8 Flash849090869087889089
DeepSeek V4 Pro838888868290909288
GLM-5.3808992908288908887
Kimi K3839295879088918687
MiniMax M3868991889090919091
Mistral Large 4868687909288869093
Nemotron 3 Ultra908987898887879193