Video interviewing
Asked as “video interviewing platform”, and as “asynchronous video interview tool”, on behalf of a mid-market B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
50%
Clear leader
50Spark Hire08Willo061Way Interview35others
50% of first choices, clear leader.
Since September 2026▼−6Since September 2026: 55% → 49%, −6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Spark Hire held the lead, −6 points on 55%, inside the 13-point floor.
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 business
Hireflix43%Clear leader▲+6Since September 2026: 38% → 44%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →Mid-market
Spark Hire50%Clear leader▼−6Since September 2026: 55% → 49%, −6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageEnterprise
HireVue66%Clear leader▼−8Since September 2026: 74% → 66%, −8 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →
Hireflix43%Clear leader▲+6Since September 2026: 38% → 44%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketSpark Hire50%Clear leader▼−6Since September 2026: 55% → 49%, −6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageEnterpriseHireVue66%Clear leader▼−8Since September 2026: 74% → 66%, −8 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Spark Hire50%18%57endorsed leader▼−6Since September 2026: 55% → 49%, −6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.55% → 49%
Spark Hire50%18%57endorsed leader▼−6Since September 2026: 55% → 49%, −6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.55% → 49%02
Willo8%3%39accepted challenger▲+3Since September 2026: 7% → 10%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 10%
Willo8%3%39accepted challenger▲+3Since September 2026: 7% → 10%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 10%03Hireflix6%3%34accepted challenger=heldSince September 2026: 5% → 5%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.5% → 5%
Hireflix6%3%34accepted challenger=heldSince September 2026: 5% → 5%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.5% → 5%04
Hirevire6%0%15accepted challenger▼−2Since September 2026: 10% → 7%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.10% → 7%
Hirevire6%0%15accepted challenger▼−2Since September 2026: 10% → 7%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.10% → 7%05
myInterview4%0%12accepted challenger▼−5Since September 2026: 10% → 5%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.10% → 5%
myInterview4%0%12accepted challenger▼−5Since September 2026: 10% → 5%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.10% → 5%06HireVue4%60%48criticized challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 5%
HireVue4%60%48criticized challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 5%07
VidCruiter2%18%45accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%
VidCruiter2%18%45accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%Show the two products at 0%, ordered by negative rate
09
Zoom0%38%13criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Zoom0%38%13criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%08
Jobma0%7%15accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
Jobma0%7%15accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-one head-to-head pages: the top seven products, each against each
Spark Hire vs myInterviewSpark Hire vs HireVueSpark Hire vs VidCruiterWillo vs HireflixWillo vs HirevireWillo vs myInterviewWillo vs HireVueWillo vs VidCruiterHireflix vs HirevireHireflix vs myInterviewHireflix vs HireVueHireflix vs VidCruiterHirevire vs myInterviewHirevire vs HireVueHirevire vs VidCruitermyInterview vs HireVuemyInterview vs VidCruiterHireVue vs VidCruiter
One product takes 50% of first choices here, so the chart would put eight 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. Two products carry a negative rate above 25% in this category.
What they warned about
Eight of fourteen models held their first choice under the paraphrase. Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, 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.
HireVue60%
29 of 48 labels negative · 11 of 14 models · 11 hard negative
“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
Spark Hire18%
10 of 57 labels negative · 10 of 14 models · 2 hard negative
“Platforms to Avoid on a Tight Budget | Spark Hire | ~$149-$299/month | Too expensive for limited budgets” Kimi K2, budget prompt
VidCruiter18%
8 of 45 labels negative · 6 of 14 models · 3 hard negative
“enterprise-weighted; custom quoting and more complexity than a mid-sized team typically needs” DeepSeek V4 Flash, paraphrase prompt
Zoom38%
5 of 13 labels negative · 5 of 14 models
“**Standard meeting tools used as a full interviewing system** such as Zoom, Google Meet, Teams, or Skype, if the company relies on them without consistent process... these tools lack recruitment-specific features” Perplexity Sonar, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
75 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 982 links across 198 sites, every framing counted. Ranked by the number of answers carrying the site or page. 10 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Willo38 answers · 59 citations · 12 models
vendor site · Pin36 answers · 38 citations · 12 models
vendor site · Hirevire34 answers · 67 citations · 11 models
34 answers · 41 citations · 12 models
vendor site · Spark Hire33 answers · 44 citations · 11 models
vendor site · Rework29 answers · 37 citations · 10 models
29 answers · 34 citations · 10 models
vendor site · LinkedIn27 answers · 30 citations · 9 models
vendor site · G224 answers · 24 citations · 9 models
23 answers · 23 citations · 11 models
vendor site · FirstHR21 answers · 21 citations · 9 models
vendor site · G220 answers · 32 citations · 11 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.
32 answers · 11 models
28 answers · 10 models
26 answers · 9 models
26 answers · 10 models
24 answers · 8 models
24 answers · 9 models
24 answers · 10 models
22 answers · 11 models
21 answers · 9 models
18 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best video interviewing platform”, “video interviewing platform”, “video interviewing platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Spark Hire sparkhire.com | 50% | 176 | 4,400 | 228 | 11,632 | $971 | 6 | |
| Willo willo.video | 8% | 114 | 8,100 | 192 | 6,581 | 16 | 5 | |
| Hireflix hireflix.com | 6% | 101 | 1,900 | 50 | 1,390 | 9 | ||
| Hirevire hirevire.com | 6% | 65 | 210 | 0 | 444 | 0 | ||
| 1Way Interview | 6% | 30 | 0 | |||||
| myInterview radancy.com | 4% | 41 | 480 | 10 | 7,692 | 5 | ||
| EasyHire.me easyhire.me | 4% | 23 | 10 | 0 | 142 | |||
| HireVue hirevue.com | 4% | 357 | 14,800 | 1,147 | 35,611 | 14 | 7 | |
| VidCruiter vidcruiter.com | 2% | 159 | 1,000 | 21 | 18,866 | 81 | ||
| interviewstream interviewstream.com | 2% | 9 | 480 | 0 | 1,870 | 2 | 4 |
Google's top ten for the three searches hold 18 sites; 6 of them are among the sites the models cited here (g2.com, hiretruffle.com, linkedin.com, peoplemanagingpeople.com, selectsoftwarereviews.com, willo.video). The first result for “best video interviewing platform” is reddit.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best video interviewing platform for a mid-market B2B company?”Paraphrase“Which asynchronous video interview tool would you recommend to a mid-sized B2B company?”Comparative“What are the top video interviewing platforms and how do they differ?”Budget-constrained“What is the best video interviewing platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a video interviewing platform. What should we look at?”Negative“Which video interviewing platforms should I avoid or be cautious about?”
Claude Haiku 4.5Spark HireSpark HireHeldno first choiceHirevireno first choiceagainst: HireVue, Spark Hire, Willo
One alternative
HackerRankTwo alternatives
Hireflix, WilloTwo alternatives
Hireflix, JobmaGPT-5.4 miniSpark HireSpark HireHeldHireVueHireflix, One Way Interviewagainst: HireVue, VidCruiterno first choiceagainst: HireVue, Spark Hire, VidCruiter
Two alternatives
HireVue, VidCruiterThree alternatives
HireVue, VidCruiter, WilloFive alternatives
Hireflix, Spark Hire, VidCruiter, Willo, interviewstreamGemini 3.5 FlashSpark HireSpark HireHeldagainst: HireVueHireVueHirevireagainst: HireVue, Spark Hireno first choiceagainst: Eightfold AI, HireVue
Four alternatives
BrightHire, Metaview, VidCruiter, WilloThree alternatives
Hireflix, Truffle, WilloFive alternatives
Hireflix, Jobma, Spark Hire, VidCruiter, WilloFive alternatives
EasyHire.me, Google Meet, Hireflix, VoxScreen, ZoomPerplexity SonarSpark HireWilloChangedHireVue, VidCruiterWillono first choiceagainst: Google Meet, Microsoft Teams, Skype, Zoom
Two alternatives
Rework, VidCruiterTwo alternatives
Hireflix, JobmaSeven alternatives
BrightHire, Clovers, HackerRank, Hireflix, Pin, Spark Hire, WilloThree alternatives
Hirevire, JazzHR, myInterviewGrok 4.1 FastSpark Hireagainst: HireVueSpark HireHeldagainst: HireVueno first choiceagainst: HireVue1Way Interviewagainst: Google Meet, ZoomSpark Hireagainst: HireVueagainst: HireVue, Mercor, Spark Hire, Webex
Three alternatives
Hireflix, VidCruiter, WilloTwo alternatives
Hireflix, WilloTwo alternatives
Willo, myInterviewThree alternatives
BrightHire, VidCruiter, WilloMistral SmallSpark HireAsyncInterview, WilloChangedagainst: HireVue, VidCruiterno first choicemyInterviewno first choiceagainst: HireVue
Two alternatives
Breezy HR, VidCruiterThree alternatives
Hireflix, Jobma, myInterviewTwo alternatives
1Way Interview, PinDeepSeek V4 FlashSpark Hireagainst: HireVueSpark HireHeldagainst: HireVue, Hireflix, VidCruiterHireVue1Way InterviewHireVueagainst: HireVue, Jobma, Spark Hire
One alternative
WilloOne alternative
WilloSix alternatives
Hireflix, Hirevire, Jobma, Spark Hire, VidCruiter, WilloFour alternatives
Google Meet, Hireflix, Willo, ZoomFive alternatives
BrightHire, Spark Hire, Talview, VidCruiter, WilloLlama 4 MaverickSpark HireVidCruiterChangedno first choicemyInterviewno first choiceagainst: GoToMeeting, Skype, Zoom
One alternative
VidCruiterTwo alternatives
Spark Hire, TruffleQwen 3.7 FlashHireVueagainst: SAP SuccessFactorsSpark HireChangedHireVueHireflixagainst: Greenhouse, HireVueno first choiceagainst: HireVueagainst: HireVue, Modern Hire, Superprofiler
Four alternatives
Modern Hire, Spark Hire, Talmatic, VidCruiterThree alternatives
Hirevire, VidCruiter, WilloFour alternatives
ModernHiring, Primp, Spark Hire, VocoVistaThree alternatives
Google Meet, Willo, ZoomKimi K2Spark Hire, interviewstreamSpark HireChangedagainst: Harver, HireVueHireVue, Spark Hireagainst: Google Meet, Microsoft Teams, ZoomHirevireagainst: HireVue, Spark Hire, VidCruiterno first choiceagainst: HireVue
Two alternatives
Hireflix, VidCruiterFour alternatives
Hireflix, Hirevire, VidCruiter, WilloTwo alternatives
Hirevire, VidCruiterFour alternatives
1Way Interview, EasyHire.me, Hireflix, myInterviewGLM 4.7 FlashXSpark Hireagainst: HireVue, VidCruiterWilloChangedHireVue, VidCruiter1Way Interviewagainst: HireVue, VidCruiterno first choiceagainst: HireVue, Spark Hire
Two alternatives
Hireflix, WilloTwo alternatives
Jobma, Spark HireSeven alternatives
BarRaiser, Hireflix, Jobma, Spark Hire, Willo, interviewstream, myInterviewTwo alternatives
Eddy, HirevireMiniMax M2.5Spark HireSpark HireHeldagainst: HireVueno first choiceEasyHire.meno first choiceagainst: HireVue, Spark Hire
Two alternatives
VidCruiter, interviewstreamOne alternative
WilloThree alternatives
Google Meet, Zoom, myInterviewGPT-6 LunaSpark HireSpark HireHeldSpark HireGoogle Meetagainst: Spark Hireno first choicenothing named
Two alternatives
HireVue, VidCruiterTwo alternatives
VidCruiter, WilloFour alternatives
HireVue, Jobma, VidCruiter, WilloOne alternative
WilloMuse Glimmer 30BSpark HireSpark HireHeldagainst: HireVue, VidCruiterno first choiceEasyHire.me, Hireflixagainst: Spark Hireno first choiceagainst: HireVue, Mercor, Paradox.ai / "Olivia" McHire, Zoom
Two alternatives
Breezy, VidCruiterTwo alternatives
Hirevire, WilloTwo alternatives
1Way Interview, myInterviewBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The 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
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:42 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:24 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:41 | yes | 10 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 12:09 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:13 | yes | 21 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:23 | yes | 15 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:11 | yes | 19 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:20 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:56 | no | 0 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:45 | yes | 13 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:19 | yes | 15 | 53 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:40 | yes | 10 | 29 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:50 | yes | 3 | 8 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:29 | yes | 14 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:08 | yes | 15 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:08 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:14 | yes | 11 | 53 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:50 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:53 | yes | 23 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:22 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:02 | yes | 24 | 25 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:45 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:45 | yes | 6 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:36 | yes | 10 | 14 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:59 | yes | 24 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:21 | yes | 10 | 17 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:43 | yes | 2 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:48 | yes | 20 | 36 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:41 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:04 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:16 | yes | 18 | 54 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:48 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:58 | yes | 17 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:35 | yes | 8 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:48 | yes | 24 | 45 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:35 | yes | 5 | 7 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:09 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:18 | yes | 15 | 25 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:07 | yes | 10 | 348 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:41 | yes | 13 | 22 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:23 | yes | 6 | 16 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:07 | no | 0 | 1 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:58 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:54 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:29 | yes | 17 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 08:27 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:41 | yes | 22 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:08 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:49 | yes | 24 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:07 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:13 | yes | 14 | 18 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:02 | yes | 14 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:31 | yes | 23 | 160 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:45 | yes | 5 | 14 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:43 | yes | 3 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:07 | yes | 10 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:54 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:51 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:29 | yes | 12 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:33 | yes | 28 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:16 | yes | 15 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:57 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:09 | yes | 19 | 36 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:54 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:43 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:10 | yes | 5 | 40 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:05 | yes | 15 | 59 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:47 | no | 0 | 8 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:39 | yes | 2 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:47 | no | 0 | 4 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:15 | yes | 9 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:25 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:09 | yes | 27 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 11:39 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:16 | yes | 23 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:07 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:09 | yes | 25 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:53 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:54 | yes | 19 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:50 | yes | 24 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:40 | yes | 24 | 17 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:44 | yes | 15 | 16 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:12 | yes | 3 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:06 | yes | 23 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
EasyHire read as EasyHire.me
Unresolved, counted raw
AsyncInterview
Clovers
Comeet
GoToMeeting
HackerEarth FaceCode
Hinterview
Interview Stream
Intervue.io
ModernHiring
One Way Interview
Paradox.ai / "Olivia" McHire
Primp
Prisms
Superprofiler
VocoVision
VocoVista
VoxScreen
Wedge
ZappyVue (Zappyhire)
Zoom or Microsoft Teams
Discontinued, still offered
No shut-down product was recommended here.