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.
Named in five categories this edition.
Named in eleven categories this edition.
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.
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.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
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
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
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.