Twelve of twelve models named Spark Hire first on the direct prompt; zero named VidCruiter. Both were named by all twelve models and Spark Hire carries 54 labels and VidCruiter 35, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
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 video interviewing page.
Across every category in the September 2026 Edition, Spark Hire and VidCruiter were named in the same answer ninety-three times, of the 160 answers naming Spark Hire and the 133 naming VidCruiter. In those answers VidCruiter took the first choice eleven times and Spark Hire sixteen.
| 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 |
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 eight in this category shown.
“Platforms with Notable Complaints... Spark Hire - Candidate reviews frequently cite... General candidate dissatisfaction described as "dehumanizing"” MiniMax M2.5 · negative prompt · hard negative
“Any one-way video interview platform (Spark Hire, VideoHire, easyHire, interviewstream) | Candidate backlash, no human dialogue” DeepSeek V4 Flash · negative prompt · soft negative
“don't need to spend hundreds of dollars per month on enterprise tools like HireVue or Spark Hire” DeepSeek V4 Flash · budget prompt · soft negative
“For most mid-market B2B companies, Spark Hire is the safest starting point due to its balance of features, price, and ease of use.” Kimi K2 · direct prompt · first choice
“Spark Hire: The Best All-Rounder ... widely considered the standard for mid-market teams that want a balance of power and simplicity.” Qwen 3.7 Flash · direct prompt · first choice
“The Best All-in-One (Async + Live): Spark Hire ... widely considered the gold standard for mid-market talent acquisition” 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 five in this category shown.
“Enterprise tools (like *HireVue* or *VidCruiter*) have powerful capabilities but often require dedicated implementation phases.” Gemini 3.5 Flash · scale prompt · soft negative
“contracts start near $5,000/year and it's quote-based\u2014better suited to regulated industries” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Best for: Midsize and large companies needing comprehensive recruitment automation ... Full-featured platform that combines video interviewing with applicant tracking capabilities” Kimi K2 · comparative prompt · first choice
“the most repeated recommendations are VidCruiter, Jobma, and Hireflix for most teams” Perplexity Sonar · comparative prompt · first choice
“I'd suggest starting with Spark Hire or VidCruiter” MiniMax M2.5 · paraphrase 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.