Index › Talent acquisition › Candidate assessment › Testlify vs iMocha

Candidate assessment · September 2026 Edition

Testlify vs iMocha

Zero of twelve models named Testlify first on the direct prompt; zero named iMocha. Testlify was named by ten of the twelve models and iMocha by ten and Testlify carries 13 labels and iMocha 16, so the shares are not directly comparable.

Testlify

accepted challenger

Named in two categories this edition.

iMocha

accepted challenger

Named in six categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate0%6%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#4#5A position in a field of 10; printed, not drawn.

Labels1316A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, Testlify reading right to left. Rank and label count are printed, not drawn.TestGorilla was named alongside these two in twelve of the twelve direct answers. TestGorilla vs Testlify · TestGorilla vs iMocha · Criteria Corp vs Testlify

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 candidate assessment page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.

TestlifyFirst choices, of twelve modelsiMocha

Direct00

Paraphrase111 against iMocha

Comparative01

Budget-constrained00

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 Testlify and iMocha stood in it.

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

Testlify

iMocha

first choice

named as an alternative

argued againstblank: not namedEach cell is one answer, Testlify on the left and iMocha on the right.

The direct prompt

The plain question, one answer per model, grouped by where Testlify and iMocha stood in it.

Neither was named

12 of 12 modelsThe answer made no first choice from these two in this category.

Claude Haiku 4.5The Predictive Index alternatives: Criteria Corp, TestGorilla

GPT-5.4 miniTestGorilla alternatives: HireVue, Talogy

Gemini 3.5 FlashTestGorilla alternatives: Coderbyte, Criteria Corp, Intervue, The Predictive Index, Vervoe

Perplexity SonarCriteria Corp alternatives: TestGorilla

Grok 4.1 FastTestGorilla alternatives: Criteria Corp

Mistral SmallTestGorilla alternatives: Adaface, Greenhouse, The Predictive Index

DeepSeek V4 FlashTestGorilla alternatives: Criteria Corp, The Predictive Index

Llama 4 MaverickTestGorilla

Qwen 3.7 FlashTestGorilla alternatives: CodeSignal, HireVue, Talmundo

Kimi K2Criteria Corp, TestGorilla alternatives: Plum, The Predictive Index

GLM 4.7 FlashXCriteria Corp alternatives: Harver, Plum, TestGorilla

MiniMax M2.5SHL, TestGorilla alternatives: Test Partnership

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

Testlify leads by two points.

Testlify#5 of 8

iMocha#– of 8

The full small business standing →

Mid-marketThe figures above

Level: the same share of first choices.

Testlify#4 of 10

iMocha#5 of 10

The full mid-market standing →

Enterprise

The order flips: iMocha leads at enterprise.

iMocha#3 of 12

Testlify#10 of 12

The full enterprise standing →

What the models said about Testlify

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 recommended skills testing tool for hiring for a mid-sized B2B company is Testlify” Llama 4 Maverick · paraphrase prompt · first choice

“Reputable alternatives like those with strong validation (e.g., some mention Testlify positively) prioritize usability and fairness.” Grok 4.1 Fast · negative prompt · alternative

“Choose Mercer Mettl/Testlify if: You are a large enterprise needing robust compliance, massive scale” Qwen 3.7 Flash · comparative prompt · alternative

What the models said about iMocha

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

“Less broad validation for non-tech” Grok 4.1 Fast · paraphrase prompt · soft negative

“Ideal for technical, IT, and digital roles, offering a large library of coding and skills tests.” Mistral Small · paraphrase prompt · first choice

Also compared

TestGorilla vs Testlify TestGorilla vs iMocha Criteria Corp vs Testlify Criteria Corp vs iMocha Vervoe vs Testlify Vervoe vs iMocha Testlify vs The Predictive Index iMocha vs The Predictive Index All fifteen head-to-head pages and the full candidate assessment 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.