# Spark Hire vs Willo: which do AI models recommend for video interviewing, September 2026

HR AI Recommendation Index, September 2026 Edition, Video interviewing. Twelve of twelve models named Spark Hire first on the direct prompt; zero named Willo. Page: https://hr-ai-index.com/talent/video-interviewing/spark-hire-vs-willo/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Spark Hire | 55% | #1 of 9 | 11% | 54 | 12 of 12 |
| Willo | 7% | #4 of 9 | 5% | 40 | 12 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: spark hire first (first choices: Spark Hire) (alternatives: HackerRank, Hireflix, Jobma, VidCruiter)
- GPT-5.4 mini: spark hire first (first choices: Spark Hire) (alternatives: HireVue)
- Gemini 3.5 Flash: spark hire first (first choices: Spark Hire) (alternatives: BrightHire, Hireflix, VidCruiter, Willo)
- Perplexity Sonar: spark hire first (first choices: Spark Hire) (alternatives: Jobma, VidCruiter, Willo)
- Grok 4.1 Fast: spark hire first (first choices: Spark Hire) (alternatives: VidCruiter, Willo, interviewstream)
- Mistral Small: spark hire first (first choices: Spark Hire) (alternatives: Pin, interviewstream)
- DeepSeek V4 Flash: spark hire first (first choices: Spark Hire) (alternatives: VidCruiter, interviewstream)
- Llama 4 Maverick: spark hire first (first choices: Spark Hire)
- Qwen 3.7 Flash: spark hire first (first choices: Spark Hire) (alternatives: Hirevire, VidCruiter)
- Kimi K2: spark hire first (first choices: Spark Hire) (alternatives: VidCruiter, interviewstream)
- GLM 4.7 FlashX: spark hire first (first choices: Spark Hire) (alternatives: VidCruiter, Willo)
- MiniMax M2.5: spark hire first (first choices: Spark Hire) (alternatives: VidCruiter, interviewstream)

## What the models said about Spark Hire

- "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)

## What the models said about Willo

- "they suffer from high candidate drop-off rates because job seekers intensely dislike the format" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Hireflix/Willo are solid but very lightweight." (Kimi K2, direct prompt, soft negative)
- "Highly recommended for small businesses and tight budgets... start with Willo (best free tier and low-cost plans)" (Mistral Small, budget prompt, first choice)
- "Safer Alternatives (high-rated for experience, per G2/Capterra/Reddit): Truffle, Willo, Hirevire, Hireflix" (Grok 4.1 Fast, negative prompt, first choice)
- "I'd start with Willo if you want a more budget-friendly screening tool" (GPT-5.4 mini, budget prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.