GTM AI Index
Index › Marketing › Experimentation › Mida vs Convert Experiences
Experimentation and personalization · September 2026 Edition

Mida vs Convert Experiences

Zero of twelve models named Mida first on the direct prompt; one named Convert Experiences. Mida was named by eight of the twelve models and Convert Experiences by seven and both carry 11 labels, so the shares below are directly comparable.

Mida

accepted challenger

Named in one category this edition.

Convert Experiences

accepted challenger

Named in one category this edition.

First-choice share11%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 14; printed, not drawn.
Labels1111Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Mida reading right to left. Rank and label count are printed, not drawn.VWO was named alongside these two in eleven of the twelve direct answers. VWO vs Mida · VWO vs Convert Experiences · Mida vs Convert

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 experimentation and personalization page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
MidaFirst choices, of twelve modelsConvert Experiences
Direct01
Paraphrase03
Comparative00
Budget-constrained60
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 Mida and Convert Experiences stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Mida Convert Experiences first choice named as an alternative argued againstblank: not namedEach cell is one answer, Mida on the left and Convert Experiences on the right.

The direct prompt

The plain question, one answer per model, grouped by where Mida and Convert Experiences stood in it.

Convert Experiences first, Mida not the choice

1 of 12 modelsMida was named in the answer but not as the choice, or not at all.
GLM 4.7 FlashXConvert Experiences alternatives: Kameleoon, VWO

Neither was the first choice, one was named

3 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Mutiny alternatives: AB Tasty, Abmatic AI, Mida, VWO
Grok 4.1 FastVWO alternatives: Convert Experiences, Kameleoon, Personyze
DeepSeek V4 FlashVWO alternatives: Convert Experiences, Kameleoon, Mutiny

Neither was named

8 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniOptimizely CMS alternatives: Kameleoon, VWO
Gemini 3.5 FlashVWO alternatives: Abmatic AI, Markettailor, Userled, Webflow Optimize
Perplexity SonarVWO alternatives: Convert, Mutiny
Mistral SmallPersonyze alternatives: Abmatic AI, VWO
Llama 4 MaverickPersonizely, Personyze, VWO
Qwen 3.7 FlashKameleoon, VWO alternatives: Mutiny, Personizely
Kimi K2VWO alternatives: Intellimize, Mutiny
MiniMax M2.5Personizely, Personyze alternatives: Convert

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
Mida leads by four points.
Mida10%#2 of 15
Convert Experiences6%#6 of 15
The full small business standing →
Mid-marketThe figures above
Mida leads by four points.
Mida11%#2 of 14
Convert Experiences8%#4 of 14
The full mid-market standing →
Enterprise
The order flips: Convert Experiences leads at enterprise.
Convert Experiences4%#– of 11
Mida0%#– of 11
The full enterprise standing →

What the models said about Mida

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Top Pick for Free: Mida is the most generous free option with a true visual editor” Kimi K2 · budget prompt · first choice
“Start with Mida if you need a no-code solution with generous free tier” Mistral Small · budget prompt · first choice
“Top Pick: Mida.so (Free Forever Tier Up to 100k Monthly Tested Users)” Grok 4.1 Fast · budget prompt · first choice

What the models said about Convert Experiences

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“the best website experimentation and personalization platform for a mid-market B2B company is Convert Experiences” GLM 4.7 FlashX · direct prompt · first choice
“If you must pick just one to start: Go with Convert or VWO.” Qwen 3.7 Flash · paraphrase prompt · first choice
“1. Convert Experiences ⭐ BEST OVERALL CHOICE” Mistral Small · paraphrase prompt · first choice
Also compared
VWO vs MidaVWO vs Convert ExperiencesMida vs ConvertMida vs Optimizely CMSMida vs KameleoonMida vs StatsigMida vs GrowthBookConvert vs Convert ExperiencesConvert Experiences vs Optimizely CMSConvert Experiences vs KameleoonConvert Experiences vs StatsigConvert Experiences vs GrowthBookAll twenty-eight head-to-head pages and the full experimentation 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.