Video interviewing for small business buyers
Asked as “video interviewing platform”, and as “asynchronous video interview tool”, on behalf of a small B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
49%
Clear leader
49Hireflix18Spark Hire09EasyHire.me25others
49% of first choices, clear leader.
Since October 2026▲+6Since October 2026: 43% → 49%, +6 points. Inside the 13-point floor: within noise.Hireflix held the lead, +6 points on 43%, 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
Hireflix49%Clear leader▲+6Since October 2026: 43% → 49%, +6 points. Inside the 13-point floor: within noise.This pageMid-market
Spark Hire52%Clear leader▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.Standing →Enterprise
HireVue67%Clear leader▲+1Since October 2026: 66% → 67%, +1 point. Inside the 13-point floor: within noise.Standing →
Hireflix49%Clear leader▲+6Since October 2026: 43% → 49%, +6 points. Inside the 13-point floor: within noise.This pageMid-marketSpark Hire52%Clear leader▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.Standing →EnterpriseHireVue67%Clear leader▲+1Since October 2026: 66% → 67%, +1 point. Inside the 13-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Hireflix49%2%64endorsed leader▲+6Since October 2026: 43% → 49%, +6 points. Inside the 13-point floor: within noise.43% → 49%
Hireflix49%2%64endorsed leader▲+6Since October 2026: 43% → 49%, +6 points. Inside the 13-point floor: within noise.43% → 49%02Spark Hire18%32%59criticized challenger▲+4Since October 2026: 14% → 18%, +4 points. Inside the 13-point floor: within noise.14% → 18%
Spark Hire18%32%59criticized challenger▲+4Since October 2026: 14% → 18%, +4 points. Inside the 13-point floor: within noise.14% → 18%03
EasyHire.me9%8%26accepted challenger▼−1Since October 2026: 10% → 9%, −1 point. Inside the 13-point floor: within noise.10% → 9%
EasyHire.me9%8%26accepted challenger▼−1Since October 2026: 10% → 9%, −1 point. Inside the 13-point floor: within noise.10% → 9%04
Willo5%0%53accepted challenger▼−7Since October 2026: 12% → 5%, −7 points. Inside the 13-point floor: within noise.12% → 5%
Willo5%0%53accepted challenger▼−7Since October 2026: 12% → 5%, −7 points. Inside the 13-point floor: within noise.12% → 5%05
Hirevire4%0%18accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 13-point floor: within noise.6% → 4%
Hirevire4%0%18accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 13-point floor: within noise.6% → 4%06
myInterview4%33%12criticized challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 13-point floor: within noise.8% → 4%
myInterview4%33%12criticized challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 13-point floor: within noise.8% → 4%07
Google Meet Lab in the set2%25%12criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%
Google Meet Lab in the set2%25%12criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%08
Zoom2%29%17criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
Zoom2%29%17criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%09HireVue2%88%25criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
HireVue2%88%25criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%Show the one product at 0%, ordered by negative rate
10
VidCruiter0%62%29criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
VidCruiter0%62%29criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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.
Google Meet is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models one time of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All six head-to-head pages: the top four products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Hireflix49%
Hireflix49%02Spark Hire18%
Spark Hire18%03EasyHire.me9%
EasyHire.me9%04Willo5%
Willo5%05Hirevire4%
Hirevire4%06myInterview4%
myInterview4%07Google Meet2%
Google Meet2%08Zoom2%
Zoom2%09HireVue2%
HireVue2%10VidCruiter0%
VidCruiter0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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.
HireVue88%
22 of 25 labels negative · 13 of 14 models · 13 hard negative
“Small businesses should avoid or be cautious about one-way video interview platforms... One-Way Video Interview Platforms (e.g., HireVue and similar tools)” Mistral Small, negative prompt
Spark Hire32%
19 of 59 labels negative · 11 of 14 models · 3 hard negative
“What to Avoid on a Tight Budget - Spark Hire ($249–$299/month) — great product, but overpriced for small teams.” DeepSeek V4 Flash, budget prompt
VidCruiter62%
18 of 29 labels negative · 10 of 14 models · 8 hard negative
“Why to Avoid: Similar to HireVue, VidCruiter is best suited for larger organizations with dedicated HR compliance teams.” Qwen 3.7 Flash, negative prompt
Zoom29%
5 of 17 labels negative · 5 of 14 models
“Why to Be Cautious: ... many small businesses mistakenly try to scale Zoom or Google Meet for screening.” Qwen 3.7 Flash, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
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. 809 links across 156 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Willo34 answers · 50 citations · 11 models
34 answers · 48 citations · 10 models
vendor site · G232 answers · 56 citations · 13 models
30 answers · 34 citations · 9 models
vendor site · FirstHR28 answers · 28 citations · 9 models
24 answers · 31 citations · 8 models
22 answers · 22 citations · 10 models
19 answers · 21 citations · 9 models
19 answers · 19 citations · 6 models
vendor site · Hirevire18 answers · 31 citations · 8 models
vendor site · EasyHire16 answers · 18 citations · 10 models
vendor site · Spark Hire15 answers · 19 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.
28 answers · 9 models
27 answers · 9 models
26 answers · 10 models
22 answers · 8 models
21 answers · 10 models
19 answers · 6 models
19 answers · 9 models
14 answers · 9 models
13 answers · 6 models
12 answers · 8 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 |
|---|---|---|---|---|---|---|---|---|
| Hireflix hireflix.com | 49% | 121 | 1,900 | 50 | 1,390 | 9 | ||
| Spark Hire sparkhire.com | 18% | 164 | 4,400 | 228 | 11,632 | $971 | 6 | |
| EasyHire.me easyhire.me | 9% | 40 | 10 | 0 | 142 | |||
| Willo willo.video | 5% | 141 | 8,100 | 192 | 6,581 | 16 | 5 | |
| Hirevire hirevire.com | 4% | 51 | 210 | 0 | 444 | 0 | ||
| myInterview radancy.com | 4% | 33 | 480 | 10 | 7,692 | 5 | ||
| VoxScreen voxscreen.com | 4% | 4 | ||||||
| Google Meet google.com | 2% | 20 | 1,830,000 | 14,073 | 1,800,358,416 | $465,944 | 5 | |
| Zoom zoom.com | 2% | 32 | 3,350,000 | 120,299 | 2,795,648 | $4,064 | 47 | |
| Pañña | 2% |
Google's top ten for the three searches hold 18 sites; 3 of them are among the sites the models cited here (g2.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 small B2B company?”Paraphrase“Which asynchronous video interview tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top video interviewing platforms for a small team and how do they differ?”Budget-constrained“What is the best video interviewing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a video interviewing platform. What should we look at?”Negative“Which video interviewing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceHireflix, HirevireChangedSpark HireHireflix, myInterviewagainst: Zoomno first choiceagainst: HireVue, Spark Hire
Two alternatives
Truffle, WilloFour alternatives
Hireflix, Hirevire, Pin, WilloOne alternative
HirevireGPT-5.4 miniSpark Hireagainst: HireVueSpark HireHeldSpark Hireagainst: HireVue, VidCruiterGoogle Meet, Zoomagainst: Spark Hireno first choicenothing named
Two alternatives
VidCruiter, WilloFour alternatives
HireVue, Hireflix, VidCruiter, WilloThree alternatives
Hireflix, Indeed Interview, WilloTwo alternatives
Hireflix, WilloGemini 3.5 FlashHireflix, Willoagainst: HireVue, VidCruiterHireflixChangedHireflix, Willoagainst: HireVue, VidCruiterEasyHire.meagainst: HireVue, Spark Hireno first choiceagainst: CodeSignal, Google Meet, HackerRank, Harver, HireVue, Microsoft Teams, Modern Hire, VidCruiter, Zoom, iMocha
Four alternatives
CoderPad, Spark Hire, TestGorilla, TruffleThree alternatives
Hirevire, Spark Hire, WilloTwo alternatives
Spark Hire, TruffleSeven alternatives
Breezy HR, Google Meet, Hireflix, Jobma, Microsoft Teams, Willo, ZoomSix alternatives
CoderPad, HackerRank, Hireflix, Spark Hire, VidCruiter, WilloPerplexity SonarSpark Hireagainst: VidCruiterHireflixChangedagainst: Spark HireSpark Hireagainst: Jobma, VidCruiterHireflixagainst: Spark Hireno first choiceagainst: Harver, HireVue, Hireflix, Radancy, Talview, VidCruiter, myInterview
Three alternatives
Hireflix, JazzHR, WilloOne alternative
WilloFour alternatives
Hireflix, JazzHR, Willo, ZoomTwo alternatives
1Way Interview, WilloGrok 4.20HireflixHireflixHeldagainst: 1Way Interview, EasyHire.me, Spark HireHireflix, Hirevireagainst: 1Way Interview, HireVue, Spark Hire, VidCruiterEasyHire.meagainst: Google Meet, Microsoft Teams, ZoomHireflix, Spark Hireagainst: HireVueagainst: Braintrust AIR, FaceCruit, HireVue, Modern Hire, Pañá, Spark Hire, Talview, Vervoe
Two alternatives
Spark Hire, WilloOne alternative
WilloTwo alternatives
EasyHire.me, WilloTwo alternatives
Hireflix, WilloThree alternatives
EasyHire.me, VidCruiter, WilloMistral SmallEasyHire.me, Hireflixagainst: Spark HireHireflix, WilloChangedHireflixHireflixno first choiceagainst: HireVue
One alternative
HirevireThree alternatives
Breezy HR, Jobma, myInterviewFive alternatives
Breezy HR, EasyHire.me, Spark Hire, Willo, myInterviewTwo alternatives
EasyHire.me, WilloDeepSeek V4 FlashSpark HireHireflixChangedagainst: Spark HireHireflixVoxScreenagainst: FaceCruit, HireVue, Spark Hire, Talview, VidCruiterno first choiceagainst: HireVueagainst: Codility, HackerRank, HireVue, Spark Hire, SquadCast, Talview, VidCruiter, interviewstream, myInterview
Three alternatives
Hireflix, Hirevire, WilloThree alternatives
Breezy HR, Truffle, WilloFour alternatives
EasyHire.me, Spark Hire, Willo, myInterviewFour alternatives
EasyHire.me, Hireflix, Hirevire, WilloThree alternatives
Hireflix, Spark Hire, WilloLlama 4 MaverickSpark HireSpark HireHeldSpark HireHireflixno first choicenothing named
Six alternatives
AI Interviewer, Braintrust AIR, Ezra Recruiting, Hireflix, Truffle, WilloFour alternatives
1Way Interview, EasyHire.me, Hireflix, WilloThree alternatives
Spark Hire, Talview, WilloQwen 3.7 FlashSpark Hireagainst: Zoom Video InterviewsHireflixChangedHireflixEasyHire.meHireflixagainst: EasyHire.me, FaceCruit, Google Meet, HireVue, Micro1, Microsoft Teams, Pañá, VidCruiter, Zoom
Two alternatives
VidCruiter, WyzecamTwo alternatives
Spark Hire, WilloTwo alternatives
Spark Hire, WilloFive alternatives
Google Meet, Hireflix, Hirevire, Zoom, myInterviewKimi K2HireflixVidyardChangedHireflixagainst: Spark HireHireflix, myInterviewagainst: Jitsi Meet, Spark Hireno first choiceagainst: Gatherix, HireVue, Modern Hire, Spark Hire, VidCruiter, myInterview
Three alternatives
Hirevire, Spark Hire, WilloThree alternatives
Hireflix, Loom, WilloFour alternatives
EasyHire.me, Hirevire, WedgeHR, WilloFive alternatives
1Way Interview, EasyHire.me, Google Meet, Microsoft Teams, ZoomGLM 4.7 FlashXEasyHire.me, Hirevireagainst: HireVue, VidCruiterWilloChangedHireflixagainst: Spark HireHireflixagainst: Jitsi Meet, Spark HireHireflixagainst: HireVue, VidCruiter
Three alternatives
Hireflix, Spark Hire, myInterviewThree alternatives
1Way Interview, Hirevire, Spark HireTwo alternatives
Willo, myInterviewFive alternatives
FaceCruit, Hirevire, Pañña, Willo, isolved Talent AcquisitionTwo alternatives
Spark Hire, VidCruiterMiniMax M2.5Spark HireHireflixChangedEasyHire.me, HireflixHireflix, PaññaHireVueagainst: Greenhouse, HireVue, Zoom
Two alternatives
BarRaiser, HireflixThree alternatives
EasyHire.me, Spark Hire, WilloThree alternatives
Hirevire, Spark Hire, WilloOne alternative
ApplicantProThree alternatives
Greenhouse, Spark Hire, VidyardGPT-6 LunaSpark HireHireflixChangedSpark Hireagainst: VidCruiterHireflixno first choiceagainst: HireVue, Spark Hire, VidCruiter
Three alternatives
Google Meet, Hireflix, ZoomOne alternative
Spark HireTwo alternatives
Hireflix, WilloTwo alternatives
Google Meet, WilloMuse Glimmer 30BHireflixHireflixHeldHireflix, Willoagainst: VidCruiterHireflix, VoxScreenagainst: Spark HireHireflixagainst: HireVue, Jobma, RecRight, Talview, VidCruiter, myInterview
Four alternatives
1Way Interview, EasyHire.me, Spark Hire, WilloTwo alternatives
EasyHire.me, WilloTwo alternatives
Hirevire, Spark HireTwo alternatives
EasyHire.me, WilloTwo alternatives
EasyHire.me, HirevireBold 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.
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 | 2026-11-01 10:03 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:36 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:13 | yes | 11 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 10:14 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 10 | 34 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:37 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:49 | yes | 25 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:29 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:28 | no | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:49 | yes | 10 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:04 | yes | 14 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:34 | yes | 5 | 21 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:53 | yes | 2 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:11 | yes | 12 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:52 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:33 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:55 | yes | 7 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:43 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:15 | yes | 20 | 31 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:53 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:19 | yes | 23 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:46 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:29 | yes | 5 | 21 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:32 | yes | 15 | 49 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:26 | yes | 25 | 112 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:23 | yes | 5 | 29 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:00 | yes | 2 | 9 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:28 | yes | 17 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:07 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:45 | yes | 5 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:47 | yes | 12 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:37 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:15 | yes | 9 | 32 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:51 | yes | 5 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:46 | yes | 24 | 47 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:53 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:55 | yes | 10 | 41 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:38 | yes | 13 | 52 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:44 | yes | 23 | 53 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:29 | yes | 9 | 35 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:59 | yes | 4 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:15 | yes | 14 | 23 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:32 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:49 | no | 0 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:48 | yes | 5 | 16 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:37 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 20 | 30 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:54 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:45 | yes | 19 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:58 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:33 | yes | 5 | 13 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:33 | yes | 8 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:35 | yes | 11 | 48 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:44 | yes | 5 | 32 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:42 | yes | 3 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:00 | yes | 11 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:23 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:30 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:33 | no | 0 | 12 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:25 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:28 | yes | 15 | 40 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:39 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:26 | yes | 24 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:51 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:15 | yes | 5 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:55 | yes | 10 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:07 | yes | 10 | 17 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:48 | no | 0 | 65 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:59 | yes | 3 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:22 | yes | 14 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:51 | yes | 19 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:03 | yes | 5 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:16 | yes | 12 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:30 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:21 | yes | 19 | 39 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:15 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:38 | yes | 25 | 39 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:27 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:29 | yes | 14 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:04 | yes | 22 | 55 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:34 | yes | 24 | 84 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:31 | no | 0 | 21 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:56 | yes | 4 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:23 | yes | 15 | 25 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
EasyHire read as EasyHire.me
Unresolved, counted raw
Ezra Recruiting
Gatherix
HackerRank's Interview Cloud
Indeed Interview
Lightsecond
SquadCast
Vocal Video
WayUp
WedgeHR
Willow
Wyzecam
Zoom Video Interviews
isolved Talent Acquisition (InterviewApp)
Discontinued, still offered
No shut-down product was recommended here.