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Video interviewing · October 2026 Edition

Spark Hire vs HireVue

Thirteen of fourteen models named Spark Hire first on the direct prompt; one named HireVue. Both were named by all fourteen models and Spark Hire carries 57 labels and HireVue 48, so the shares are not directly comparable.

Spark Hire

endorsed leader

Named in five categories this edition.

HireVue

criticized challenger

Named in eleven categories this edition.

First-choice share50%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%60%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 9; printed, not drawn.
Labels5748A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Spark Hire reading right to left. Rank and label count are printed, not drawn.VidCruiter was named alongside these two in eleven of the fourteen direct answers. Spark Hire vs Willo · Spark Hire vs Hireflix · Spark Hire vs Hirevire

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 video interviewing page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Spark HireFirst choices, of fourteen modelsHireVue
Direct1313 against HireVue
Paraphrase1007 against HireVue
Comparative271 against HireVue
Budget-constrained004 against Spark Hire · 5 against HireVue
Scale-constrained112 against HireVue
Negative006 against Spark Hire · 11 against HireVue
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 October 2026 Edition, Spark Hire and HireVue were named in the same answer 125 times, of the 185 answers naming Spark Hire and the 377 naming HireVue. In those answers HireVue took the first choice thirty-six times and Spark Hire twenty-three.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Spark Hire and HireVue 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
GPT-6 Luna
Muse Glimmer 30B
Spark Hire HireVue first choice named as an alternative argued againstblank: not namedEach cell is one answer, Spark Hire on the left and HireVue on the right.

The direct prompt

The plain question, one answer per model, grouped by where Spark Hire and HireVue stood in it.

Spark Hire first, HireVue an alternative

13 of 14 modelsHireVue was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Spark Hire alternatives: HackerRank
GPT-5.4 miniSpark Hire alternatives: HireVue, VidCruiter
Gemini 3.5 FlashSpark Hire alternatives: BrightHire, Metaview, VidCruiter, Willo
Perplexity SonarSpark Hire alternatives: Rework, VidCruiter
Grok 4.1 FastSpark Hire alternatives: Hireflix, VidCruiter, Willo
Mistral SmallSpark Hire alternatives: Breezy HR, VidCruiter
DeepSeek V4 FlashSpark Hire alternatives: Willo
Llama 4 MaverickSpark Hire alternatives: VidCruiter
Kimi K2Spark Hire, interviewstream alternatives: Hireflix, VidCruiter
GLM 4.7 FlashXSpark Hire alternatives: Hireflix, Willo
MiniMax M2.5Spark Hire alternatives: VidCruiter, interviewstream
GPT-6 LunaSpark Hire alternatives: HireVue, VidCruiter
Muse Glimmer 30BSpark Hire alternatives: Breezy, VidCruiter

HireVue first, Spark Hire an alternative

1 of 14 modelsSpark Hire was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashHireVue alternatives: Modern Hire, Spark Hire, Talmatic, VidCruiter

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
Spark Hire leads by fourteen points.
Spark Hire14%#2 of 11
HireVue0%#11 of 11
The full small business standing →
Mid-marketThe figures above
Spark Hire leads by forty-six points.
Spark Hire50%#1 of 9
HireVue4%#6 of 9
The full mid-market standing →
Enterprise
The order flips: HireVue leads at enterprise.
HireVue66%#1 of 6
Spark Hire6%#3 of 6
The full enterprise standing →

What the models said about Spark Hire

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

“Platforms to Avoid on a Tight Budget | Spark Hire | ~$149-$299/month | Too expensive for limited budgets” Kimi K2 · budget prompt · hard negative
“Strongly disliked by candidates who describe it as "humiliating" and "completely dehumanizing."” GLM 4.7 FlashX · negative prompt · hard negative
“Spark Hire is more feature-rich, but its plans start at $249/month billed annually, so it's harder to justify on a tight budget.” GPT-6 Luna · budget prompt · soft negative
“Spark Hire is the most widely adopted mid-market video interviewing platform, with transparent pricing and support for both one-way async and live formats.” Muse Glimmer 30B · direct prompt · first choice
“I'd lean toward Spark Hire because it balances async screening capabilities, straightforward implementation, and reasonable pricing” Claude Haiku 4.5 · paraphrase prompt · first choice
“Best All-Rounder (Async + Live in One): Spark Hire ... Spark Hire is the industry standard for the mid-market.” Gemini 3.5 Flash · direct prompt · first choice

What the models said about HireVue

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

“The Case of HireVue: HireVue is one of the largest enterprise video hiring tools, but it has faced intense scrutiny.... the ACLU filed an EEOC complaint against Intuit and HireVue” Gemini 3.5 Flash · negative prompt · hard negative
“Platforms to Avoid or Approach with Caution ### HireVue - Why be cautious: Face intense criticism for facial-expression analysis and AI bias” GLM 4.7 FlashX · negative prompt · hard negative
“HireVue | Enterprise-scale structured interviews | AI-driven, live + async, solid for 500-person companies expanding” DeepSeek V4 Flash · scale prompt · first choice
“The Best All-Rounder: HireVue ... For mid-market companies looking for structure and data, it is the safest bet.” Qwen 3.7 Flash · direct prompt · first choice
“HireVue and VidCruiter lead in enterprise‑grade AI assessments and compliance, with higher price points.” GLM 4.7 FlashX · comparative 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.