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Technical hiring assessments · November 2026 Edition

TestDome vs TestGorilla

Zero of fourteen models named TestDome first on the direct prompt; one named TestGorilla. TestDome was named by eleven of the fourteen models and TestGorilla by fourteen and TestDome carries 16 labels and TestGorilla 36, so the shares are not directly comparable.

TestDome

accepted challenger

Named in two categories this edition.

TestGorilla

accepted challenger

Named in six categories this edition.

First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%11%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 8; printed, not drawn.
Labels1636A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, TestDome reading right to left. Rank and label count are printed, not drawn.CodeSignal was named alongside these two in thirteen of the fourteen direct answers. HackerRank vs TestDome · HackerRank vs TestGorilla · Codility vs TestDome

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 technical hiring assessments page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
TestDomeFirst choices, of fourteen modelsTestGorilla
Direct011 against TestGorilla
Paraphrase001 against TestGorilla
Comparative001 against TestGorilla
Budget-constrained20
Scale-constrained00
Negative002 against TestDome · 1 against TestGorilla
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, TestDome and TestGorilla were named in the same answer thirty-nine times, of the 57 answers naming TestDome and the 277 naming TestGorilla. In those answers TestGorilla took the first choice eleven times and TestDome two.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where TestDome and TestGorilla stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
TestDome TestGorilla first choice named as an alternative argued againstblank: not namedEach cell is one answer, TestDome on the left and TestGorilla on the right.

The direct prompt

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

TestGorilla first, TestDome not the choice

1 of 14 modelsTestDome was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5CodeSubmit, TestGorilla alternatives: CodeSignal, Codility, Qualified

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashCoderbyte alternatives: CodeSignal, CoderPad, DevSkiller, TestGorilla
Perplexity SonarHackerRank alternatives: CodeSignal, Coderbyte, Codility, TestGorilla
Mistral SmallCodeSignal alternatives: Coderbyte, Codility, HackerRank, TestGorilla
DeepSeek V4 FlashCodility alternatives: CodeSignal, Coderbyte, HackerRank, TestGorilla
Muse Glimmer 30BCodility alternatives: Canditech, HackerRank, TestGorilla

Neither was named

8 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniCodility alternatives: CodeSignal, HackerRank
Grok 4.20HackerRank alternatives: CodeSignal, Codility
Llama 4 MaverickCodility alternatives: CodeSignal, Coderbyte, HackerRank
Qwen 3.7 FlashCodeSignal alternatives: Coderbyte, Codility
Kimi K2Codility, HackerRank alternatives: CodeSignal
GLM 4.7 FlashXCodility alternatives: Canditech, CodeSignal, Coderbyte, HackerRank
MiniMax M2.5Codility alternatives: CodeSignal, Coderbyte, HackerRank
GPT-6 LunaHackerRank alternatives: CodeSignal, CoderPad

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
Level: the same share of first choices.
TestDome6%#5 of 9
TestGorilla6%#4 of 9
The full small business standing →
Mid-marketThe figures above
TestDome leads by two points.
TestDome4%#6 of 8
TestGorilla2%#7 of 8
The full mid-market standing →
Enterprise
TestDome leads by two points.
TestDome2%#– of 10
TestGorilla0%#10 of 10
The full enterprise standing →

What the models said about TestDome

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

“reviewers note proctoring can be accidentally left enabled, so teams need to double-check settings before sending assessments” GPT-5.4 mini · negative prompt · soft negative
“specific reviews call it "the worst testing platform" due to delivery issues” Grok 4.20 · negative prompt · soft negative
“For a company with a tight or unpredictable budget, I'd start with TestDome.” GPT-6 Luna · budget prompt · first choice
“such as Coderbyte or TestDome, which offer pay-as-you-go pricing” Llama 4 Maverick · budget prompt · first choice
“Excellent for ultra-low budgets or bursty hiring... lacks some of Coderbyte's AI/advanced screening features” Grok 4.20 · budget prompt · alternative

What the models said about TestGorilla

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

“Why to Be Cautious: While popular for its variety of assessments, users often complain about the ratio of "fluff" to actual coding questions.” Qwen 3.7 Flash · negative prompt · soft negative
“Better suited to teams consolidating general hiring assessments than to teams needing a deep software-engineering workbench.” GPT-6 Luna · comparative prompt · soft negative
“TestGorilla is favored by small businesses, indicating a potential mismatch for larger companies” Muse Glimmer 30B · paraphrase prompt · soft negative
“TestGorilla is designed for both technical and non-technical hiring... specifically aimed at providing an affordable solution for small- and medium-sized enterprises” Claude Haiku 4.5 · direct prompt · first choice
Also compared

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.