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Candidate assessment · September 2026 Edition

TestGorilla vs Criteria Corp

Nine of twelve models named TestGorilla first on the direct prompt; three named Criteria Corp. Both were named by all twelve models and TestGorilla carries 54 labels and Criteria Corp 33, so the shares are not directly comparable.

TestGorilla

endorsed leader

Named in four categories this edition.

Criteria Corp

accepted challenger

Named in three categories this edition.

First-choice share68%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate7%3%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#1#2A position in a field of 10; printed, not drawn.

Labels5433A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, TestGorilla reading right to left. Rank and label count are printed, not drawn.TestGorilla vs Vervoe · Criteria Corp vs Vervoe

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.

TestGorillaFirst choices, of twelve modelsCriteria Corp

Direct93

Paraphrase81

Comparative30

Budget-constrained901 against TestGorilla · 1 against Criteria Corp

Scale-constrained20

Negative003 against TestGorilla

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.

The direct prompt

The plain question, one answer per model, grouped by where TestGorilla and Criteria Corp stood in it.

Both were the first choice

1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.

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

TestGorilla first, Criteria Corp an alternative

8 of 12 modelsCriteria Corp was named in the answer but not as the choice, or not at all.

GPT-5.4 miniTestGorilla alternatives: HireVue, Talogy

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

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

MiniMax M2.5SHL, TestGorilla alternatives: Test Partnership

Criteria Corp first, TestGorilla an alternative

2 of 12 modelsTestGorilla was named in the answer but not as the choice, or not at all.

Perplexity SonarCriteria Corp alternatives: TestGorilla

GLM 4.7 FlashXCriteria Corp alternatives: Harver, Plum, TestGorilla

Neither was the first choice, one was named

1 of 12 modelsThe answer put something else first and named one of the two as an alternative.

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

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

TestGorilla leads by seventy-one points.

TestGorilla#1 of 8

Criteria Corp#6 of 8

The full small business standing →

Mid-marketThe figures above

TestGorilla leads by fifty-nine points.

TestGorilla#1 of 10

Criteria Corp#2 of 10

The full mid-market standing →

Enterprise

The order flips: Criteria Corp leads at enterprise.

Criteria Corp#2 of 12

TestGorilla#6 of 12

The full enterprise standing →

What the models said about TestGorilla

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

“TestGorilla is a skills-first platform offering a test library of 350+ validated skills tests spanning cognitive ability, personality, coding tests, job-specific and role-specific skills” Claude Haiku 4.5 · comparative prompt · first choice

“the best pre-employment assessment platform is usually TestGorilla if you want the strongest overall mix of low entry cost, broad test coverage, and a free tier” Perplexity Sonar · budget prompt · first choice

“For most mid-market B2B companies, TestGorilla is the best overall choice due to its affordability, comprehensive test library, and strong reputation.” Mistral Small · direct prompt · first choice

What the models said about Criteria Corp

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

“Avoid: Criteria Corp appears to require custom quotes with contracts reportedly starting around $5,000-$13,000+ annually” Kimi K2 · budget prompt · hard negative

“I'd recommend Criteria Corp if you want the best balance of validated assessments, structured hiring, and mid-market fit” Perplexity Sonar · paraphrase prompt · first choice

“My top recommendation: Start with Criteria Corp if you want a scientifically rigorous, legally defensible solution” Kimi K2 · direct prompt · first choice

“Criteria Corp is widely considered the best overall platform” GLM 4.7 FlashX · direct prompt · first choice

Also compared

TestGorilla vs Vervoe Criteria Corp vs Vervoe The full candidate assessment standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.