AI recruiting assistants
Asked as “AI recruiter”, and as “AI-powered candidate screening tool”, on behalf of a mid-market B2B company. 42 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
19%
Contested · Workable 17%
19GoPerfect17Workable12Manatal52others
19% of first choices, contested.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five products at 0%, ordered by negative rate
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-eight head-to-head pages: the top eight products, each against each
GoPerfect vs GreenhouseGoPerfect vs SeekOutGoPerfect vs Zoho RecruitGoPerfect vs GemWorkable vs ManatalWorkable vs AshbyWorkable vs GreenhouseWorkable vs SeekOutWorkable vs Zoho RecruitWorkable vs GemManatal vs AshbyManatal vs GreenhouseManatal vs SeekOutManatal vs Zoho RecruitManatal vs GemAshby vs GreenhouseAshby vs SeekOutAshby vs Zoho RecruitAshby vs GemGreenhouse vs SeekOutGreenhouse vs Zoho RecruitGreenhouse vs GemSeekOut vs Zoho RecruitSeekOut vs GemZoho Recruit vs Gem
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 →
01
02
03
04
05
06
07
08
09
10
11
12
13Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01GoPerfect19%
GoPerfect19%02Workable17%
Workable17%03Manatal12%
Manatal12%04Ashby7%
Ashby7%05Greenhouse5%
Greenhouse5%06SeekOut2%
SeekOut2%07Zoho Recruit2%
Zoho Recruit2%08Gem2%
Gem2%09hireEZ0%
hireEZ0%10Juicebox0%
Juicebox0%11Paradox0%
Paradox0%12HireVue0%
HireVue0%13Eightfold AI0%
Eightfold AI0%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, 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.
Workday Recruiting100%
9 of 9 labels negative · 8 of 12 models · 7 hard negative
“defendant in the landmark *Mobley v. Workday* lawsuit, which alleges that its AI screening systems systematically excluded qualified Black, older, and disabled applicants” DeepSeek V4 Flash, negative prompt
HireVue40%
10 of 25 labels negative · 8 of 12 models · 4 hard negative
“HireVue is facing allegations that its video-interviewing platform discriminates against candidates with disabilities” GLM 4.7 FlashX, negative prompt
Eightfold AI50%
9 of 18 labels negative · 7 of 12 models · 6 hard negative
“A California lawsuit against Eightfold reframes the issue as a transparency and consumer protection violation, alleging the AI tools generated secret candidate reports without disclosure.” Claude Haiku 4.5, negative prompt
Ashby21%
3 of 14 labels negative · 3 of 12 models
“Potentially Greenhouse, Lever (by Employ), Ashby (FCRA investigations for AI screening/interviews)” Grok 4.20, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
68 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. 1011 links across 315 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Greenhouse33 answers · 39 citations · 12 models
vendor site · GoPerfect30 answers · 46 citations · 11 models
27 answers · 42 citations · 11 models
vendor site · Pin21 answers · 32 citations · 10 models
vendor site · TheHireHub.AI21 answers · 28 citations · 10 models
17 answers · 18 citations · 7 models
vendor site · Lindy17 answers · 17 citations · 8 models
vendor site · HeroHunt.ai14 answers · 16 citations · 6 models
vendor site · Guideflow14 answers · 14 citations · 9 models
vendor site · Metaview13 answers · 19 citations · 7 models
13 answers · 16 citations · 9 models
vendor site · Joveo11 answers · 11 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 · 12 models
25 answers · 11 models
17 answers · 8 models
16 answers · 7 models
15 answers · 9 models
14 answers · 10 models
14 answers · 9 models
11 answers · 11 models
9 answers · 8 models
9 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 “ai recruiter”, “ai recruiting tools”, “best ai recruiter”. 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 |
|---|---|---|---|---|---|---|---|---|
| GoPerfect goperfect.com | 19% | 7 | 390 | 2 | 7,666 | 0 | 4 | |
| Workable workable.com | 17% | 332 | 14,800 | 520 | 698,499 | $14,562 | 77 | |
| Manatal manatal.com | 12% | 305 | 2,400 | 267 | 73,150 | 120 | ||
| Pin pin.com | 10% | 104 | 368,000 | 243,385 | 24,375 | 28 | ||
| Ashby ashbyhq.com | 7% | 217 | 49,500 | 3,112 | 216,820 | 16 | ||
| Greenhouse greenhouse.com | 5% | 401 | 301,000 | 52,273 | 62,551 | $5,545 | 74 | |
| TheHireHub.AI thehirehub.ai | 5% | 3 | ||||||
| SeekOut seekout.com | 2% | 153 | 6,600 | 52 | 5,796 | 1 | ||
| Zoho zoho.com Zoho Recruit 2% | 2% | 312 | 2,900 | 46 | 1,216,894 company | $51,031 | 119 | |
| Gem gem.com | 2% | 182 | 246,000 | 225,116 | 16,291 | 10 |
Google's top ten for the three searches hold 20 sites; 5 of them are among the sites the models cited here (goperfect.com, hiretruffle.com, metaview.ai, peoplemanagingpeople.com, selectsoftwarereviews.com). The first result for “ai recruiter” 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 AI recruiter for a mid-market B2B company?”Paraphrase“Which AI-powered candidate screening tool would you recommend to a mid-sized B2B company?”Comparative“What are the top AI recruiting tools and how do they differ?”Budget-constrained“What is the best AI recruiter for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an AI recruiter. What should we look at?”Negative“Which AI recruiting tools should I avoid or be cautious about?”
Claude Haiku 4.5GoPerfectPin, WorkableChangedMetaviewagainst: ManatalRecootyno first choiceagainst: Eightfold AI, HireVue, Workday Recruiting
Two alternatives
Juicebox, WorkableOne alternative
Sapia.aiFour alternatives
GoodTime, Juicebox, SmartRecruiters, WorkableFour alternatives
JuggleHire, KitaHQ, Manatal, WellfoundGPT-5.4 miniSeekOutHiPeopleChangedno first choiceZoho Recruitagainst: Workableno first choicenothing named
One alternative
ParadoxThree alternatives
A·Minds, HiredScore, hireEZTwo alternatives
Ceipal ATS, iSmartRecruitGemini 3.5 FlashAshbyagainst: Workday RecruitingMetaviewChangedno first choiceHiredAIno first choiceagainst: Claude, Eightfold AI, Fireflies, GPT-4, Gemini, HireVue, Otter.ai, Paradox, Workday Recruiting, Zoom assistants
Three alternatives
Findem, Humanly, JuiceboxThree alternatives
MokaHR, Truffle, WorkableFive alternatives
JuggleHire, Juicebox, Manatal, Truffle, Zoho RecruitPerplexity SonarGoPerfectagainst: Ashby, GreenhouseGoPerfect, WorkableChangedno first choiceManatalno first choicenothing named
Two alternatives
Autonomy Recruit, WorkableThree alternatives
Hirevire, Pin, Zoho RecruitGrok 4.20WorkableWorkableHeldno first choiceManatalagainst: Juicebox, Workableno first choiceagainst: Amazon, Ashby, Eightfold AI, Greenhouse, HireVue, Lever, Workday Recruiting, iTutorGroup
Two alternatives
Ashby, hireEZTwo alternatives
Manatal, Zoho RecruitTwo alternatives
Breezy HR, Zoho RecruitMistral SmallAshbyWorkableChangedNoon AIBreezy HR, Pinno first choicenothing named
Three alternatives
Greenhouse, TheHireHub.AI, hireEZFour alternatives
Ashby, Greenhouse, HeyMilo, HireVueSeven alternatives
Beamery, Eightfold AI, HireVue, Manatal, Paradox, SeekOut, hireEZTwo alternatives
GoPerfect, ManatalDeepSeek V4 FlashGreenhouseWorkableChangedagainst: HireVueno first choiceagainst: Eightfold AI, Findem, HireVueManatalagainst: Zoho Recruitno first choiceagainst: Eightfold AI, Harver, HireVue, Paradox, Workday Recruiting
Five alternatives
Ashby, Gem, SmartRecruiters, Workable, hireEZThree alternatives
InterviewFlowAI, Manatal, Spark HireNine alternatives
BrightHire, Gem, Manatal, Metaview, Paradox, SeekOut, Truffle, Workable, hireEZThree alternatives
Breezy HR, EasyHire.me, PinLlama 4 MaverickAutonomy RecruitGoPerfectChangedno first choiceGoPerfectno first choicenothing named
Three alternatives
Humanly, Lever, TheHireHub.AIThree alternatives
HiredAI, Juicebox, WeekdayQwen 3.7 FlashGemWorkableChangedno first choiceGoPerfectno first choiceagainst: HireVue, Humanly, Pymetrics, Workday Recruiting, iTutorGroup, myInterview
Four alternatives
Ashby, Autonomy Recruit, Greenhouse, TheHireHub.AIThree alternatives
Adaface, TestGorilla, WilloFive alternatives
Eightfold AI, Fetcher, HireVue, Paradox, SeekOutTwo alternatives
Manatal, PinKimi K2Greenhouseagainst: AshbyAshby, Spark HireChangedno first choiceManatalno first choiceagainst: Eightfold AI, HireVue, Pymetrics, Workday Recruiting
Three alternatives
GoPerfect, Lever, WorkableTwo alternatives
Fetcher, HireVueEight alternatives
Ashby, Gem, Greenhouse, HireVue, Juicebox, Paradox, SeekOut, hireEZThree alternatives
Breezy HR, Pin, SpradGLM 4.7 FlashXTheHireHub.AIGoPerfectChangedWorkableagainst: Eightfold AIEasyHire.me, Pinno first choiceagainst: Eightfold AI, HireVue, Workday Recruiting, iCIMS
Four alternatives
Ashby, Autonomy Recruit, Greenhouse, WorkableFive alternatives
Eightfold AI, Greenhouse, HireVue, Joveo, WorkableTwelve alternatives
Greenhouse, HiPeople, HireVue, HiredScore, Humanly, Juicebox, Manatal, Paradox, SeekOut, Zapier, Zoho Recruit, hireEZFive alternatives
GoPerfect, InterviewFlowAI, Manatal, Olibr, Zoho RecruitMiniMax M2.5TheHireHub.AIGoPerfectChangedno first choiceManatal, Pinno first choiceagainst: Amazon, Eightfold AI, HireVue, Workday Recruiting
Three alternatives
Ashby, Lever, WorkableThree alternatives
Qualifi, Sapia.ai, WorkableFive alternatives
HireVue, Manatal, Paradox, Skima AI, TruffleOne alternative
Zoho RecruitBold 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.
Seventy-two 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 | 2026-09-17 21:26 | yes | 16 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:57 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:58 | yes | 12 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 21:06 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:59 | yes | 38 | 18 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:13 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:27 | yes | 25 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:30 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:14 | yes | 5 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:03 | yes | 14 | 75 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:22 | yes | 26 | 50 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:54 | yes | 9 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:07 | yes | 9 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:14 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:28 | yes | 18 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 19:10 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:09 | yes | 37 | 15 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:59 | yes | 8 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:41 | yes | 17 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:49 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:56 | yes | 8 | 34 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:00 | yes | 15 | 31 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:38 | yes | 5 | 22 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:42 | yes | 5 | 13 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:53 | yes | 14 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:58 | yes | 8 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 22:06 | yes | 21 | 52 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:56 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:38 | yes | 22 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:09 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:11 | yes | 26 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:37 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:31 | yes | 5 | 18 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:39 | yes | 25 | 47 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:46 | yes | 17 | 128 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:14 | yes | 25 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:34 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:53 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 22:05 | yes | 15 | 42 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 17:55 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:01 | yes | 32 | 20 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:35 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:15 | yes | 27 | 65 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:11 | yes | 8 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:16 | yes | 9 | 35 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:22 | yes | 10 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:02 | yes | 10 | 44 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:55 | yes | 5 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:17 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 21:41 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:59 | yes | 12 | 57 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 21:24 | yes | 20 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:32 | yes | 15 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:37 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:47 | yes | 15 | 24 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:34 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:40 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:25 | yes | 10 | 56 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:22 | yes | 29 | 53 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:55 | yes | 10 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:58 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:22 | yes | 6 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:02 | yes | 26 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 20:46 | yes | 20 | 11 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:11 | yes | 41 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:38 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:02 | yes | 28 | 58 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:03 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:53 | yes | 5 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:28 | yes | 20 | 33 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:05 | yes | 32 | 40 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:00 | yes | 10 | 27 s |
Noise floor in this category
Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.
ShowHide
Claude Haiku 4.5
2 of 4 flipped
GPT-5.4 mini
2 of 3 flipped
Gemini 3.5 Flash
4 of 4 flipped
Perplexity Sonar
1 of 3 flipped
Grok 4.20
0 of 3 flipped
Mistral Small
4 of 4 flipped
DeepSeek V4 Flash
3 of 5 flipped
Llama 4 Maverick
1 of 3 flipped
Qwen 3.7 Flash
3 of 3 flipped
Kimi K2
4 of 4 flipped
GLM 4.7 FlashX
5 of 5 flipped
MiniMax M2.5
3 of 3 flipped
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
Amazon's AI Recruitment Tool read as Amazon
Eightfold read as Eightfold AI
Greenhouse AI read as Greenhouse
HiredScore AI for Recruiting read as HiredScore
Mokka read as MokaHR
Noon read as Noon AI
Workday read as Workday Recruiting
Workday (AI Screening Modules) read as Workday Recruiting
Workday (HiredScore) read as Workday Recruiting
iCIMS Talent Cloud read as iCIMS
Unresolved, counted raw
Amazon Connect Talent
A·Minds
GPT-4
Hubert
KitaHQ
Mya
Olibr
Qualifi
Serra
Xor.AI
Zoom assistants
Discontinued, still offered
No shut-down product was recommended here.