3 categories · RankedSpark Hire
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Video interviewing | Talent acquisition | 55% | 1 of 40 | 11% | 54 | endorsed leader |
| AI recruiting assistants | Talent acquisition | 2% | 17 of 84 | 0% | 2 | under 10 labels · led by GoPerfect at 19% |
| Interview scheduling | Talent acquisition | 0% | 51 of 72 | 0% | 1 | under 10 labels · led by Calendly at 21% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 0 | 1 | 0 | 3 |
| GPT-5.4 mini | 3 | 0 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 2 | 2 | 0 | 1 | 5 |
| Perplexity Sonar | 2 | 1 | 0 | 1 | 4 |
| Grok 4.1 Fast | 2 | 0 | 2 | 0 | 4 |
| Mistral Small | 2 | 1 | 2 | 1 | 6 |
| DeepSeek V4 Flash | 1 | 4 | 0 | 2 | 7 |
| Llama 4 Maverick | 2 | 0 | 4 | 0 | 6 |
| Qwen 3.7 Flash | 3 | 0 | 0 | 0 | 3 |
| Kimi K2 | 3 | 2 | 1 | 0 | 6 |
| GLM 4.7 FlashX | 1 | 1 | 3 | 0 | 5 |
| MiniMax M2.5 | 2 | 1 | 0 | 1 | 4 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“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 · Video interviewing · 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 · Video interviewing · 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 · Video interviewing · direct prompt · first choice
“or Spark Hire if you want the clearest, most established option with transparent pricing and a low entry point” GPT-5.4 mini · Video interviewing · budget prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Platforms with Notable Complaints... Spark Hire - Candidate reviews frequently cite... General candidate dissatisfaction described as "dehumanizing"” MiniMax M2.5 · Video interviewing · negative prompt · hard negative
“Any one-way video interview platform (Spark Hire, VideoHire, easyHire, interviewstream) | Candidate backlash, no human dialogue” DeepSeek V4 Flash · Video interviewing · 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 · Video interviewing · budget prompt · soft negative
“solid product, but generally more expensive than the budget-first options above” Perplexity Sonar · Video interviewing · budget prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 138 of the 160 answers that named Spark Hire and are not a share of its labels.
Domains cited
583 of the 583 domain citations in answers naming Spark Hire came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Spark Hire's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Spark Hire, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at sparkhire.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.