HR AI Index
Index › Talent acquisition › Video interviewing › Enterprise › September 2026 Edition

Video interviewing for enterprise buyers

Asked as “video interviewing platform”, and as “asynchronous video interview tool”, on behalf of an enterprise B2B company. 38 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
HireVue
Clear leader
74% of first choices, clear leader.
ShowinginAll 50 categories →

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small businessHireflix38%ContestedStanding →Mid-marketSpark Hire55%ConsensusStanding →EnterpriseHireVue74%Clear leaderThis page

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01HireVue74%18%60endorsed leader
02VidCruiter11%7%42accepted challenger
03Spark Hire11%14%44accepted challenger
Show the three products at 0%, ordered by negative rate
05Willo0%26%23criticized challenger
06Modern Hire0%18%11accepted challenger
04Jobma0%0%17accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Head to head
Spark Hire vs HirevireSpark Hire vs myInterviewHirevire vs myInterview

One product takes 74% of first choices here, so the chart would put five markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. One product carries a negative rate above 25% in this category. Jump to the standing

02What they warned about

Seven of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Mistral Small, Llama 4 Maverick, Kimi K2 and GLM 4.7 FlashX changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
HireVue
18%
11 of 60 labels negative · 9 of 12 models · 3 hard negative
“here are the video interviewing platforms and types that large enterprises should avoid or approach with caution: ... **HireVue** - **Major concerns**: AI bias controversies and discrimination lawsuits” MiniMax M2.5, negative prompt
Zoom
100%
9 of 9 labels negative · 8 of 12 models · 5 hard negative
“Security history (Zoom had encryption flaws and "Zoombombing" issues); misconfiguration risk; lack of recruitment-specific features” GLM 4.7 FlashX, negative prompt
Skype
100%
4 of 4 labels negative · 4 of 12 models · 3 hard negative
“Do not use generic communication tools (Skype, FaceTime, standard Zoom) for *formal recruitment*” Qwen 3.7 Flash, negative prompt
Microsoft Teams
67%
4 of 6 labels negative · 4 of 12 models · 2 hard negative
“Teams lacks end-to-end encryption for most features” Kimi K2, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

62 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 874 links across 198 sites, every framing counted. Ranked by the number of answers carrying the site or page.

selectsoftwarereviews.com
vendor site · Select Software Reviews41 answers · 47 citations · 10 models
willo.video
vendor site · Willo34 answers · 65 citations · 10 models
hiretruffle.com
32 answers · 48 citations · 9 models
hirevire.com
vendor site · Hirevire26 answers · 35 citations · 9 models
guideflow.com
vendor site · Guideflow25 answers · 25 citations · 10 models
learn.g2.com
25 answers · 25 citations · 10 models
gartner.com
vendor site · Gartner22 answers · 28 citations · 9 models
pin.com
vendor site · Pin22 answers · 27 citations · 8 models
resources.rework.com
vendor site · Rework21 answers · 28 citations · 8 models
g2.com
20 answers · 38 citations · 8 models
hirevue.com
vendor site · HireVue19 answers · 28 citations · 7 models
jobma.com
vendor site · Jobma18 answers · 23 citations · 8 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

selectsoftwarereviews.com/buyer-guide/best-video-interview-software
41 answers · 10 models
hiretruffle.com/blog/video-interviewing-solutions
26 answers · 8 models
guideflow.com/blog/video-interviewing-software
24 answers · 10 models
learn.g2.com/best-video-interviewing-software
24 answers · 10 models
gartner.com/reviews/market/video-interviewing-software
22 answers · 9 models
pin.com/blog/video-interview-platforms
21 answers · 8 models
resources.rework.com/tools/recruiting-ats/best-video-interview-software-2026
20 answers · 8 models
willo.video/blog/one-way-video-interview-platforms
12 answers · 7 models
willo.video/blog/hirevue-review
11 answers · 6 models
bestrecruitingtools.com/blog/video-interview-software-enterprise-2026
10 answers · 5 models

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best video interviewing platform for an enterprise B2B company?”Paraphrase“Which asynchronous video interview tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade video interviewing platforms and how do they differ?”Budget-constrained“What is the best video interviewing platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a video interviewing platform. What should we look at?”Negative“Which video interviewing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceHireVueChanged
Two alternativesJobma, Spark Hire
HireVue
Four alternativesJobma, Spark Hire, VidCruiter, Willo
Spark Hire
One alternativeHireVue
no first choiceagainst: Zoom
GPT-5.4 miniHireVue
Six alternativesCodility, HackerRank, Jobma, Spark Hire, VidCruiter, interviewstream
HireVueHeld
One alternativeSpark Hire
HireVue
Two alternativesSpark Hire, interviewstream
against: Modern HireSpark Hireagainst: HireVue, VidCruiterno first choicenothing named
Gemini 3.5 FlashHireVue
Three alternativesJobma, VidCruiter, Willo
HireVueHeld
Three alternativesJobma, VidCruiter, Willo
HireVue, VidCruiter
Two alternativesJobma, Spark Hire
Spark Hire
Two alternativesHireflix, Willo
against: HireVueno first choiceagainst: Affectiva, HireVue, Zoom
Perplexity SonarHireVue
Three alternativesJobma, Spark Hire, VidCruiter
HireVueHeld
Three alternativesHireflix, Jobma, VidCruiter
HireVue
Four alternativesJobma, Modern Hire, Spark Hire, VidCruiter
Spark Hire
One alternativeHireVue
no first choiceagainst: Microsoft Teams, Skype, Zoom
Grok 4.1 FastHireVue
Three alternativesSpark Hire, VidCruiter, Willo
HireVueHeld
One alternativeVidCruiter
against: Spark Hire, WilloHireVue, VidCruiter
Two alternativesJobma, Spark Hire
against: ZoomHireVue
One alternativeVidCruiter
against: Hireflix, Spark Hire, WilloHireVue
Two alternativesBrightHire, Spark Hire
against: FaceTime, HireVue, Microsoft Teams, Skype, Spark Hire, Willo, Zoom
Mistral SmallHireVue
Four alternativesCleverX, Conveo, Goldcast, Spark Hire
no first choiceChangedHireVue
Five alternativesCodility, HackerRank, Jobma, Spark Hire, VidCruiter
HireVue, VidCruiterno first choicenothing named
DeepSeek V4 FlashHireVue
One alternativeVidCruiter
HireVueHeld
Two alternativesVidCruiter, Willo
against: Spark HireHireVue, VidCruiter
Two alternativesModern Hire, Spark Hire
Hireflix
Two alternativesSpark Hire, Truffle
against: HireVueno first choice
Four alternativesHireVue, Spark Hire, VidCruiter, Willo
against: Google Meet, HireVue, Modern Hire, Skype, Willo, Zoom
Llama 4 Maverickno first choiceHireVueChanged
Two alternativesCanvass, Hirevire
HireVue
Three alternativesJobma, Spark Hire, VidCruiter
HireVueHireVue
Two alternativesHireflix, Jobma
against: HireVue, VidCruiter
Qwen 3.7 FlashHireVue
Two alternativesParadox, Springboard Recruiter
HireVueHeld
Two alternativesModern Hire, Spark Hire
HireVue
Four alternativesHackerRank, Spark Hire, VidCruiter, Willo
HireVue
Two alternativesTalview, Willo
no first choiceagainst: FaceTime, HireVue, Mya Systems, Skype, Zoom
Kimi K2HireVue
Three alternativesHackerRank, Spark Hire, VidCruiter
HireVue, VidCruiterChangedHireVue
Two alternativesSpark Hire, VidCruiter
Hireflix
Two alternativesHireVue, Spark Hire
no first choiceagainst: Google Meet, HireVue, Microsoft Teams, Spark Hire, VidCruiter, Zoom
GLM 4.7 FlashXVidCruiter
Three alternativesHireVue, Spark Hire, Willo
HireVueChanged
One alternativeVidCruiter
HireVue
Five alternativesJobma, Spark Hire, Talview, VidCruiter, Willo
HireVue
Three alternativesHireflix, Spark Hire, Willo
no first choiceagainst: Google Meet, HireVue, Intervue, Microsoft Teams, Sapia.ai, Willo, Zoom
MiniMax M2.5HireVue
One alternativeGreenhouse
HireVueHeld
Three alternativesJobma, Spark Hire, VidCruiter
HireVue
Two alternativesSpark Hire, VidCruiter
HireVue, VidCruiter
Two alternativesGreenhouse, Lever
against: Hireflix, Spark Hire, Willono first choice
Three alternativesHireVue, Spark Hire, VidCruiter
against: HireVue, Mercor
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:03no04 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:48yes25 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:10yes1833 s
Direct recommendationPerplexity Sonarsonar2026-09-17 18:00yes187 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:02yes3518 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 20:14yes87 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:25yes1816 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:28yes54 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:15no029 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:35yes718 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:00yes2331 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:06yes518 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:08yes1410 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:48yes46 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:52yes1548 s
ParaphrasePerplexity Sonarsonar2026-09-17 21:03yes206 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:24yes3221 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 20:39no02 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:16yes1813 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:14yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:29no032 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:34yes2030 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:18yes1275 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:26yes1434 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:45yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:19yes310 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:14yes1624 s
ComparativePerplexity Sonarsonar2026-09-17 21:20yes205 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:25yes4118 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 21:09yes56 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:24yes2019 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:32yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:21yes526 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:34yes1433 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:38yes2353 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:32yes2034 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:27yes138 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:37yes48 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:13yes2227 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:37yes176 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:52yes3518 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 21:21yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:34yes2534 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:17yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:21yes941 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:09yes1426 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:13yes1426 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:54yes1861 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:58yes2416 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:25no07 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 22:04no046 s
Scale constrainedPerplexity Sonarsonar2026-09-17 21:42yes198 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:32yes1510 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 19:32no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:55yes1824 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:04yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:09no032 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:35yes2169 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:24yes1242 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:44yes515 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:26yes178 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:31no04 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:34yes2030 s
Negative framingPerplexity Sonarsonar2026-09-17 20:47yes207 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:22yes2014 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 21:01yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:07yes2853 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:21yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:53no032 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:36yes2939 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:21yes27225 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:36yes2033 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
Affectiva
Conveo
HireVue Builder
Mya Systems
Springboard Recruiter
Discontinued, still offered
No shut-down product was recommended here.

Also in talent acquisition

The other categories of this function, with the leader in each.
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