Video interviewing
Asked as “video interviewing platform”, and as “asynchronous video interview tool”, on behalf of a mid-market B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
52%
Clear leader
52Spark Hire24Hireflix09Willo15others
52% of first choices, clear leader.
Since October 2026▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.Spark Hire held the lead, +2 points on 50%, 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.Standing →Mid-market
Spark Hire52%Clear leader▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.This pageEnterprise
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.Standing →Mid-marketSpark Hire52%Clear leader▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.This pageEnterpriseHireVue67%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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Spark Hire52%5%61endorsed leader▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.50% → 52%
Spark Hire52%5%61endorsed leader▲+2Since October 2026: 50% → 52%, +2 points. Inside the 13-point floor: within noise.50% → 52%02Hireflix24%3%39accepted challenger▲+18Since October 2026: 6% → 24%, +18 points. Past the 13-point floor: movement.6% → 24%
Hireflix24%3%39accepted challenger▲+18Since October 2026: 6% → 24%, +18 points. Past the 13-point floor: movement.6% → 24%03
Willo9%4%57accepted challenger▲+1Since October 2026: 8% → 9%, +1 point. Inside the 13-point floor: within noise.8% → 9%
Willo9%4%57accepted challenger▲+1Since October 2026: 8% → 9%, +1 point. Inside the 13-point floor: within noise.8% → 9%04HireVue2%53%55criticized challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise.4% → 2%
HireVue2%53%55criticized challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise.4% → 2%Show the five products at 0%, ordered by negative rate
09
Zoom0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Zoom0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%08
Microsoft Teams0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Microsoft Teams0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%07
myInterview0%15%13accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 13-point floor: within noise.4% → 0%
myInterview0%15%13accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 13-point floor: within noise.4% → 0%05
VidCruiter0%5%39accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise.2% → 0%
VidCruiter0%5%39accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise.2% → 0%06
Jobma0%0%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Jobma0%0%16accepted 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.
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 →
010203040506070809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Spark Hire52%
Spark Hire52%02Hireflix24%
Hireflix24%03Willo9%
Willo9%04HireVue2%
HireVue2%05VidCruiter0%
VidCruiter0%06Jobma0%
Jobma0%07myInterview0%
myInterview0%08Microsoft Teams0%
Microsoft Teams0%09Zoom0%
Zoom0%What they warned about
Ten of fourteen models held their first choice under the paraphrase. Mistral Small, Qwen 3.7 Flash, GLM 4.7 FlashX and MiniMax M2.5 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.
HireVue53%
29 of 55 labels negative · 13 of 14 models · 8 hard negative
“The biggest concerns cluster around AI-powered one-way interview platforms (like HireVue and Spark Hire) due to privacy, bias, and data exploitation issues” DeepSeek V4 Flash, negative prompt
Spark Hire5%
3 of 61 labels negative · 3 of 14 models · 1 hard negative
“These are the most heavily criticized platforms in the job-seeking community.” DeepSeek V4 Flash, negative prompt
Zoom25%
3 of 12 labels negative · 3 of 14 models
“Zoom or Teams can be used for live interviews but lack native recruiting features like structured evaluation or ATS integration.” Kimi K2, comparative prompt
Mercor100%
2 of 2 labels negative · 2 of 14 models · 1 hard negative
“The Mercor breach exposed 4TB of video interviews, facial biometrics, and passports for 40,000+ AI contractors” Claude Haiku 4.5, 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. 812 links across 207 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 · Willo37 answers · 63 citations · 13 models
26 answers · 31 citations · 9 models
26 answers · 26 citations · 11 models
vendor site · G223 answers · 40 citations · 10 models
vendor site · Hirevire22 answers · 34 citations · 10 models
vendor site · Rework19 answers · 22 citations · 8 models
vendor site · HireVue13 answers · 19 citations · 7 models
vendor site · Jobma13 answers · 18 citations · 8 models
vendor site · LinkedIn13 answers · 16 citations · 8 models
vendor site · HR Stacks13 answers · 13 citations · 8 models
13 answers · 13 citations · 8 models
13 answers · 13 citations · 7 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.
24 answers · 10 models
24 answers · 11 models
17 answers · 8 models
15 answers · 8 models
13 answers · 8 models
13 answers · 8 models
13 answers · 7 models
13 answers · 10 models
12 answers · 8 models
12 answers · 5 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 | 52% | 164 | 4,400 | 228 | 11,632 | $971 | 6 | |
| Hireflix hireflix.com | 24% | 121 | 1,900 | 50 | 1,390 | 9 | ||
| Willo willo.video | 9% | 141 | 8,100 | 192 | 6,581 | 16 | 5 | |
| Hirevire hirevire.com | 4% | 51 | 210 | 0 | 444 | 0 | ||
| EasyHire.me easyhire.me | 2% | 40 | 10 | 0 | 142 | |||
| Pañña | 2% | |||||||
| BarRaiser barraiser.com | 2% | 4 | ||||||
| Jitsi Meet jitsi.org | 2% | 3 | 14,800 | 176 | ||||
| Truffle hiretruffle.com | 2% | 18 | 201,000 | 34,147 | 15,043 | 0 | 6 | |
| HireVue hirevue.com | 2% | 348 | 14,800 | 1,147 | 35,611 | 14 | 7 |
Google's top ten for the three searches hold 18 sites; 5 of them are among the sites the models cited here (g2.com, hirevue.com, linkedin.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 HireHeldSpark HireHirevireno first choiceagainst: Mercor
Two alternatives
Jobma, WorkableTwo alternatives
TestTrick, WilloTwo alternatives
HireVue, WilloTwo alternatives
Willo, myInterviewGPT-5.4 miniSpark HireSpark HireHeldHireVueagainst: WilloHireflix, Truffle, Willoagainst: HireVueno first choiceagainst: HireVue
Four alternatives
BrightHire, HireVue, Metaview, VidCruiterThree alternatives
HireVue, VidCruiter, WilloThree alternatives
Spark Hire, TestGorilla, VidCruiterGemini 3.5 FlashSpark Hireagainst: HireVueSpark HireHeldagainst: HireVueHireVueHireflix, Willoagainst: HireVueSpark Hire, Willoagainst: HireVue, VidCruiteragainst: HireVue, Modern Hire, Paradox, Spark Hire, Willo, myInterview
Three alternatives
BrightHire, VidCruiter, WilloThree alternatives
VidCruiter, Willo, myInterviewSeven alternatives
BrightHire, Hireflix, Jobma, Metaview, Spark Hire, VidCruiter, WilloFive alternatives
Google Meet, Hirevire, Loom, Spark Hire, ZoomTwo alternatives
CoderPad, HackerRankPerplexity SonarSpark Hireagainst: HireVueSpark HireHeldHireVueagainst: Zoom or Google MeetHireflixagainst: Zoomno first choiceagainst: HireVue, Talview
Four alternatives
Hireflix, Jobma, VidCruiter, WilloThree alternatives
HireVue, Hireflix, VidCruiterSix alternatives
Hireflix, Jobma, Spark Hire, VidCruiter, Willo, myInterviewThree alternatives
EasyHire.me, Willo, myInterviewGrok 4.20Spark Hireagainst: HireVue, HireflixSpark HireHeldagainst: HireVueHireVueHireflixno first choiceagainst: HireVueagainst: HireVue
Two alternatives
VidCruiter, WilloFour alternatives
Hireflix, Manatal, VidCruiter, WilloFour alternatives
Hireflix, Spark Hire, VidCruiter, WilloThree alternatives
EasyHire.me, Spark Hire, WilloMistral SmallSpark HireSpark Hire, WilloChangedagainst: HireVueno first choiceHireflixagainst: Google Meet, Skypeno first choiceagainst: HireVue
Two alternatives
Jobma, VidCruiterOne alternative
HireflixFour alternatives
FaceCruit, Pañña, Spark Hire, WilloDeepSeek V4 FlashSpark Hireagainst: HireVueSpark HireHeldHireVueEasyHire.me, Hireflixagainst: HireVue, VidCruiterno first choiceagainst: GrassCall, HireVue, Spark Hire
Two alternatives
VidCruiter, interviewstreamThree alternatives
Hirevire, VidCruiter, WilloFive alternatives
Hireflix, Jobma, Spark Hire, VidCruiter, WilloOne alternative
WilloLlama 4 MaverickSpark HireSpark HireHeldno first choiceHireflixno first choiceagainst: HireVue
Three alternatives
Hireflix, VidCruiter, WilloTwo alternatives
Spark Hire, WilloQwen 3.7 FlashHireVueSpark HireChangedHireVueHireflixno first choiceagainst: HireVue
Four alternatives
Greenhouse, Lever, Spark Hire, Zoom InterviewingOne alternative
HireflixSix alternatives
Microsoft Teams, Modernsauce, Pramp, Spark Hire, VidCruiter, ZoomThree alternatives
EasyHire.me, Spark Hire, WilloKimi K2Spark HireSpark HireHeldagainst: HireVueHireVueagainst: Microsoft Teams, ZoomHireflixSpark Hireagainst: HireVue
Three alternatives
Hireflix, VidCruiter, interviewstreamTwo alternatives
Hireflix, WilloFour alternatives
Hireflix, Spark Hire, VidCruiter, WilloFour alternatives
1Way Interview, EasyHire.me, FaceCruit, WilloThree alternatives
HireVue, VidCruiter, WilloGLM 4.7 FlashXSpark Hireagainst: HireVueWilloChangedHireVueHireflix, Jitsi Meetagainst: Vervoeno first choiceagainst: Discuss.io, HireVue, Sapia.ai
Two alternatives
VidCruiter, WilloThree alternatives
HireVue, Hirevire, Spark HireNine alternatives
Hireflix, Interviewer.AI, Jobma, Spark Hire, VidCruiter, Willo, ZappyVue, iMocha, myInterviewFour alternatives
FaceCruit, Pañña, VoxScreen, WilloMiniMax M2.5Spark HireHirevireChangedVidCruiterBarRaiser, Hireflix, Paññano first choiceagainst: HireVue
Three alternatives
HireVue, VidCruiter, interviewstreamThree alternatives
Hireflix, Spark Hire, WilloSix alternatives
HireVue, Hireflix, Jobma, Spark Hire, Willo, myInterviewTwo alternatives
1Way Interview, WilloGPT-6 LunaSpark HireSpark HireHeldno first choiceHireflixno first choiceagainst: HireVue, Microsoft Teams, Spark Hire, Zoom, myInterview
Two alternatives
HireVue, VidCruiterOne alternative
WilloFive alternatives
HireVue, Hireflix, Spark Hire, VidCruiter, WilloOne alternative
WilloMuse Glimmer 30BSpark Hireagainst: HireVueSpark HireHeldagainst: HireVueHireVueHireflixSpark Hireagainst: Apriora, HireVue, Mercor, Ribbon
Three alternatives
Hireflix, VidCruiter, WilloTwo alternatives
Hireflix, WilloFive alternatives
Hireflix, Spark Hire, VidCruiter, Willo, myInterviewTwo alternatives
Spark Hire, WilloOne alternative
WilloBold 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 10:19 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:48 | yes | 3 | 5 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 11:15 | yes | 12 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:29 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:25 | yes | 15 | 35 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:00 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:04 | yes | 20 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:36 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:28 | no | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:59 | yes | 19 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:25 | yes | 22 | 159 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:52 | yes | 5 | 28 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:21 | yes | 4 | 11 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:59 | yes | 13 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:38 | yes | 15 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:53 | yes | 4 | 5 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 12:31 | yes | 11 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 09:56 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:07 | yes | 9 | 30 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:41 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:09 | yes | 19 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:09 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:21 | yes | 10 | 46 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:54 | yes | 5 | 52 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:50 | yes | 10 | 19 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:38 | yes | 10 | 32 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:51 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:02 | yes | 13 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:57 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:20 | yes | 5 | 8 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 10:26 | yes | 14 | 20 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:40 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:15 | yes | 10 | 32 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:06 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:09 | yes | 25 | 24 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:05 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:39 | no | 0 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:52 | yes | 20 | 58 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:05 | yes | 24 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:51 | yes | 10 | 71 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:54 | yes | 7 | 18 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:47 | yes | 14 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:21 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:32 | yes | 3 | 5 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 09:03 | yes | 9 | 15 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 11:17 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:09 | yes | 5 | 28 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:26 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:40 | yes | 25 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:12 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:04 | yes | 5 | 14 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:54 | yes | 10 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:49 | yes | 23 | 23 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:38 | yes | 5 | 40 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:33 | yes | 2 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:54 | yes | 11 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:01 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:22 | no | 0 | 6 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 11:47 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:10 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:15 | yes | 5 | 33 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:50 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:39 | yes | 20 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:03 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:45 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:23 | yes | 23 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:38 | yes | 12 | 37 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:58 | yes | 5 | 41 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:09 | yes | 2 | 13 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:11 | yes | 14 | 32 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:03 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:00 | yes | 4 | 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 12:46 | no | 0 | 16 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:06 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:17 | yes | 5 | 27 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:12 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:43 | yes | 25 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:55 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:29 | yes | 10 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:55 | yes | 25 | 25 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:15 | yes | 24 | 82 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:26 | no | 0 | 15 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:09 | yes | 3 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:32 | yes | 25 | 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.
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Category-scoped readings
EasyHire read as EasyHire.me
Unresolved, counted raw
Discuss.io
GrassCall
Hinterview
Hireguide
Modernsauce
Noota
Screenity
Vimeo Record
Zoom Interviewing
Zoom or Google Meet
Discontinued, still offered
No shut-down product was recommended here.