Testlify vs Jobma: Which interviewing platform is best for recruiters in 2026

Testlify and Jobma both record candidates answering questions on video, then help you score the answers. The difference is what sits around that recording. Jobma is an interview platform with assessments attached, and it schedules live panels. Testlify is an assessment platform with AI interviewing built in, and it publishes its prices. Which one wins depends on whether your screening problem is running interviews or proving skills.

TL;DR: Testlify vs Jobma in 60 seconds

• Pick Testlify if you need to prove a candidate can do the work: 3,500+ ready-made tests, 25+ question types, and AI interviews that come with per-question scoring you can override.
• Pick Jobma if your bottleneck is interview logistics, especially live panel interviews with several people and a calendar. Testlify does not schedule those.
• Testlify publishes its pricing. Jobma quotes on request, which makes budgeting harder and comparison slower.
• Both do one-way video, conversational AI interviews, transcripts, ATS integrations, and AI proctoring. Both hold SOC 2 and ISO 27001 certifications.
• Testlify goes deeper on integrity (a phone as a second camera) and on measurement (difficulty and discrimination indexes per question). Jobma goes deeper on live interview workflow.
• A recorded interview only predicts performance if it is structured and scored the same way every time. Both tools can do that. Neither does it for you by default.

What is Testlify?

Testlify is a pre-hire assessment and interviewing platform. Hiring teams use it to test job-relevant skills, run AI-led interviews, proctor remote sessions, and hand reviewers evidence instead of impressions. It carries a library of 3,500+ ready-made tests across 4,500+ roles, plus 25+ question types you can mix into one assessment.

Key highlights of Testlify

• One-way async video, two-way conversational AI video, audio and voice questions, and outbound AI phone interviews, with 150+ interview templates.
• Cognitive ability, psychometric, coding, situational judgement and software skills tests in one place.
• 20+ proctoring measures across three presets, including photo-ID face matching and dual-device monitoring.
• Item-level analytics most vendors keep internal: difficulty index, discrimination index, and a quality-risk flag per question.
• 100+ ATS integrations, SAML SSO, SCIM provisioning, and audit logs that can stream to a SIEM.
• Published, per-tier pricing with a 7-day free trial and no card required.

What is Jobma?

Jobma is a video interviewing platform, founded in 2012 and based in Minnesota. It runs one-way asynchronous interviews, live video interviews, and autonomous AI interviews, and it wraps those in scheduling, scorecards, and ATS integrations. Its centre of gravity is the interview itself rather than the test library.

Key highlights of Jobma

• One-way async video, live video interviews with scheduling and panel support, and agentic AI interviews that ask follow-up questions based on what the candidate just said.
• A recruiter can step into an AI interview and turn it into a live conversation.
• Assessments spanning coding challenges (20+ programming languages), language proficiency, aptitude, written and audio answers, and scenario-based exercises.
• AI-assisted proctoring that flags multiple faces, window and tab switching, mobile devices, copy-paste, and suspected AI-generated answers, plus live human proctoring.
• Automated interview transcripts in 60+ languages, a 16-language interface, and use across 50+ countries.
• SOC 2, ISO 27001, GDPR and CCPA, with explicit alignment to the Illinois AI Video Interview Act and New York City's AEDT rule.
• Candidates need no account. There is no signup step between the invite and the first recorded answer.

Testlify vs Jobma: quick comparison

Which platform runs better AI interviews?

Testlify runs more interview formats and gives you more control over each one. Jobma runs a tighter live-interview workflow and can escalate an AI interview into a human conversation mid-session. If you need breadth of format and scoring control, Testlify wins. If you need to get four interviewers and a candidate into one call next Tuesday, Jobma wins.

Testlify AI interview experience

Testlify supports one-way recorded answers, two-way conversational AI video, voice and audio questions, and outbound AI phone interviews. The AI interviewer is configurable rather than fixed: you choose the avatar, the voice, the persona, the context it works from, and the prompts it asks. There are 150+ templates if you would rather start from one.

The controls underneath matter more than the demo does. You set the number of attempts (including no limit), the recording time, the completion time, and whether recording auto-starts after a preparation window so candidates can read the question first. Video answers cap at 5 minutes each. A reattempt deletes the previous take, and candidates are told that before they use it.

During a live AI voice interview the candidate sees "You're muted while the AI is speaking", which tells you the turn-taking is real rather than a sequence of recorded prompts. Transcripts generate automatically, detect the spoken language, and work on any recording of at least 30 seconds. Reviewers get the video, the audio, the transcript, an interview report they can regenerate, and a screen replay.

The part worth arguing about is the scoring. Testlify auto-scores open-ended answers, then puts three toggles in front of the admin: whether AI scores show to the reviewer at all, whether the AI score counts in the final average, and whether a given question routes to a named human for manual review. The product ships the line "AI scores and insights are for guidance only. Use human judgment for final decisions." A team can therefore run AI scoring as pure advice and still keep the audit trail.

Jobma AI interview experience

Jobma covers one-way async interviews, live video interviews, and autonomous AI interviews where the AI asks follow-up questions based on the candidate's previous answer. Recruiters keep control and can jump in to convert the session into a live discussion, which is a genuinely useful escape hatch when a candidate is clearly strong or clearly confused.

AI-generated interview kits build question sets from a job description, so a recruiter hiring for six similar roles is not writing questions six times. Jobma scores responses with AI and generates transcripts in more than 60 languages. Live interviews come with scheduling, recording, and panel support, which is the piece Testlify does not have.

Verdict

Testlify for format breadth, configurability, and score governance. Jobma for live interview logistics. Note what neither platform can promise: an interview is only as predictive as its structure. The 2022 reanalysis of selection-method validity by Sackett and colleagues places structured interviews among the strongest predictors of job performance, and years of education and general experience among the weakest. The exact coefficients are still argued over in the journals. The ranking of structured over unstructured survives every reanalysis.

Pro Tip: Lock your question set and your scoring rubric before you send the first invite. A field study of interviewer behaviour found that interviewers' early impressions changed how they ran the rest of the interview, including which questions they asked. Recording the interview does not remove that effect. Asking every candidate the same questions in the same order, and scoring each answer before moving to the next candidate, does most of the work.

Which has the deeper test library?

Testlify, by a wide margin. It carries 3,500+ ready-made tests covering 4,500+ roles and 180,000+ validated questions. Jobma's assessments are built to sit inside an interview kit rather than to stand alone as a role-specific test library.

Testlify test library

The categories run across blue collar, coding, cognitive ability, engineering, language, personality and culture, programming, psychometric, role-specific skills, situational judgement, software skills, simulation, and gamified tests. Each test comes in three difficulty levels, and skills can be tagged with nesting so you can score "JavaScript (Intermediate)" separately from the parent skill.

The question types go further than most assessment tools. Alongside the usual multiple choice and short answer, Testlify runs live Office-app tasks bound to the real products (Google Docs, Sheets and Slides, Microsoft Word, PowerPoint and Excel), typing tests scored on 60% accuracy plus 40% speed with configurable weights, and coding questions in an embedded VS Code editor with up to 20 visible or hidden test cases.

One question type deserves its own mention because almost nobody else has an answer to it. Vibe coding asks candidates to direct AI tools toward a working solution instead of writing syntax by hand. In 2026 that is closer to the actual job than a whiteboard exercise is.

Question banks can serve a fixed set to everyone or randomly draw unused questions per candidate. Testlify says the honest thing about the tradeoff in the product itself: smaller banks raise the chance that two candidates see overlapping questions.

Jobma test library

Jobma supports coding challenges across 20+ programming languages, language proficiency checks, aptitude tests, written and audio responses, and scenario-based exercises, all of which can be dropped into an interview kit. For a team that mainly wants to add a skills check to a video screen, that is enough.

What it is not is a role library. If you hire for 40 different job titles and want a validated, ready-made test for each one, you will be building those yourself in Jobma.

Verdict

Testlify, clearly, for anyone whose screening problem is proving skills. This matters more each year: the World Economic Forum's Future of Jobs Report 2025 found employers expect 39% of existing skill sets to be transformed or become outdated between 2025 and 2030. A resume describes skills someone had. A test measures the ones they have now.

Which is stronger on proctoring?

Testlify has more measures and one that is genuinely rare. Jobma has something Testlify does not: live human invigilation. For most remote hiring the automated layer is what you actually use, and there Testlify is deeper.

Testlify anti-cheating and proctoring features

Three presets set the baseline: Standard for balance, Strict for maximum control, Custom for anything else. The measures include full-screen enforcement, tab-switch detection, face detection and single-presence checks, photo-ID verification with a face match against the ID, periodic webcam snapshots, copy-paste tracking, multi-monitor restriction, AI-tool and browser-extension detection, IP and location checks, and an internet-speed floor.

The standout is dual-device proctoring. The candidate's phone becomes a second camera, positioned to capture both the candidate and their laptop screen. It is a hard gate, not a suggestion: the assessment will not start until mobile monitoring is active, and ending it mid-session is logged and reported to the administrator. Very few platforms at any price do this.

What recruiters see is deliberately evidence-first. A green flag means the session followed the rules. Yellow means something was not ideal and "a quick manual review is recommended". Red means cheating was confirmed. Automatic termination is a separate setting a recruiter has to switch on with their own violation threshold, so flags describe behaviour rather than silently rejecting people. Face verification data is deleted after 30 days and consent can be withdrawn at any time.

Jobma anti-cheating and proctoring features

Jobma's AI proctoring acts as a virtual invigilator across the interview. It flags multiple faces on screen, window and tab switching, time spent per question, device and location data, copy-paste actions, and suspected AI-generated content. Live proctoring adds a human who can watch in real time and intervene, which is the right answer for regulated hiring where a person has to be in the loop during the session.

Verdict

Testlify for automated integrity depth, especially the dual-device camera and the ID face match. Jobma if your compliance team requires a live human watching. Neither should be read as certainty. Proctoring produces evidence for a human to weigh, and a yellow flag on a candidate with a bad connection is not a cheating finding.

How do they score and report results?

Both auto-score answers and generate reports. Testlify exposes the measurement layer underneath, which is what lets you tell a bad question from a bad candidate.

Testlify AI scoring and analytics

Scoring works at three levels: question, test, and overall assessment. Weighting is either score-based, where a test's impact follows its total score, or weights-based, where each test carries an x0 to x5 multiplier. Negative marking has two distinct modes, and the product spells out the difference between crediting at least one correct answer and requiring all of them.

Then there is the part almost no assessment vendor surfaces to recruiters. Testlify reports a difficulty index, a discrimination index, and a quality-risk flag per question, alongside answer distributions, median and average scores and times, and percentile benchmarking against other candidates and other reviewers. That is test-publisher instrumentation. Practically, it means when a question is failing everybody you can see whether the question is broken before you conclude your candidate pool is.

Reports span development, DISC, CEFR, cultural fit, conflict management, 360 feedback, reviewer score reports, and score logs, exportable as PDF, ZIP, CSV or transcript. Shareable reports have granular show and hide controls, so you can send a hiring manager the score without the proctoring detail.

Jobma AI scoring and analytics

Jobma scores interview responses with AI, generates transcripts, and gives reviewers structured scorecards so several people rate the same answers on the same scale. For comparing 60 recorded answers to the same five questions, that is the core of the job and Jobma does it cleanly.

Verdict

Testlify for measurement depth and score governance. And treat every AI score, on either platform, as a draft. A 2024 study by Wilson and Caliskan found that language models used for resume screening favoured White-associated names in 85.1% of cases and female-associated names in only 11.1%. That was a simulated retrieval experiment, not an audit of any shipping hiring product, so it is not a verdict on either vendor. It is a reason to keep a human deciding, keep the override switched on, and audit your own outcomes.

Which handles resume screening better?

Testlify has a dedicated AI resume screener with a real constraint attached. Jobma treats resume review as a step before the interview rather than a scored product surface.

Testlify resume screening

AI resume scoring reads high volumes of inbound applications in real time and can auto-advance candidates to the next stage when they clear a cut-off score. Two caveats belong in any honest comparison. First, it works with Greenhouse ATS integration today, with other ATS integrations available on request. Second, it is still in beta, and free while it is. If you run a different ATS, ask before you plan around it.

Rejections are handled carefully: a rejection inside Testlify does not push a rejection into your ATS, so your system of record stays under your control.

Jobma resume screening

Jobma's strength is candidate tracking through the interview funnel rather than scoring resumes at the top of it. Teams typically pair it with their ATS for the application-volume problem and use Jobma once candidates reach the screen.

Verdict

Testlify, if you run Greenhouse and drown in applications. Otherwise this category is closer than it looks, and neither tool should be the reason you pick a platform.

How well do they fit your existing stack?

Both integrate widely. The real question is whether the platform tries to become your system of record, and neither of these should.

Testlify integrations and workflow capabilities

Testlify has 100+ ATS integrations plus Zapier, webhooks covering assessment, candidate, score and interview events, custom SMTP, and an API with token rotation. If you already run Greenhouse, Workday or Lever, Testlify sits in front of them as the screening and interviewing layer and leaves your ATS as the system of record. That is the intended shape, not a compromise.

Be aware of the commercial detail, because the pricing page is confusing on it: ATS integrations are a $2,388 per year add-on on the self-serve tiers and are included on the Custom plan. Budget for it rather than assuming it ships with Starter.

For teams with no ATS at all, Testlify also ships a simple built-in hiring pipeline: job requisitions, an application form, job-board publishing, and applied to reviewed to shortlisted to rejected stages. It is deliberately basic. If you already have an ATS you trust, keep it.

On the enterprise side there is SAML SSO with group-to-role mapping, SCIM provisioning, 2FA, custom roles with granular permissions, and audit logs that export 90 days to CSV or stream to a SIEM in real time.

Jobma integrations and workflow capabilities

Jobma integrates with a wide set of ATS platforms and adds automated scheduling, which is where it earns its keep operationally. Interviews land in the recruiter's calendar and the candidate's inbox without anyone chasing a time slot.

Verdict

A tie on breadth, and a split on shape. Jobma is stronger on scheduling automation. Testlify is stronger on enterprise identity and audit plumbing, and it is honest that the integration add-on costs money.

Which is safer on compliance and data?

Both hold the certifications a procurement team asks for. Testlify carries a longer list; Jobma names the two AI-hiring laws most likely to bite a video interviewing programme.

Testlify security and compliance

SOC 2 Type II, ISO 27001, GDPR, CCPA, FERPA, ISO 23988, and NYC Local Law 144, with EEOC-defensible scoring practices. Retention is specific rather than vague: face verification data is deleted after 30 days, video and audio responses are removed after 6 months with warnings at 2 days and 1 day, and screen and camera recordings are kept for a number of days you configure.

The compliance story that actually matters for AI interviewing is the human-in-the-loop design. AI scoring can be hidden from reviewers, excluded from the final average, or routed to a named human for manual review, and the product states in the interface that AI output is guidance only.

Jobma security and compliance

Jobma holds SOC 2, ISO 27001, GDPR and CCPA, and states compliance with the Illinois Artificial Intelligence Video Interview Act and New York City's Automated Employment Decision Tools rule. For a video-first platform those two are the sharp edges, so naming them is the right call.

Verdict

Close, and mostly a procurement question rather than a product one. What neither vendor can do is carry your legal obligation. Under New York City's Local Law 144, an employer using an automated employment decision tool needs a bias audit completed within one year of using the tool, a public summary of that audit, and notice to candidates 10 business days before use. Illinois, under its Artificial Intelligence Video Interview Act, requires telling applicants that AI will analyse their video interview, explaining what it evaluates, and getting consent before the interview. Your vendor supplies the mechanics. You own the audit and the notice.

How good is the candidate experience?

Jobma has the lower-friction entry. Testlify has more control over branding and more structure for candidates who need accommodations.

Testlify candidate experience and customization

Candidates get a device check, a practice video they can preview privately, background effects, troubleshooting help for camera and microphone problems, section intros with the rules stated up front, and breaks between sections. They are told plainly that a section cannot be paused once started and that a question can be skipped but not revisited.

The accommodation flow is more thought through than most. Candidates can request an adjustment, answering structured questions about English fluency and any condition affecting memory or concentration, and the request routes to an administrator who adjusts the session. It is a human-reviewed request rather than automatic extra time. Separately, optional DEI data collection is anonymous and never shared with employers.

On branding, white labelling hides Testlify from the candidate entirely with a custom domain and custom SMTP. Like ATS integrations, it is a $2,388 per year add-on on self-serve tiers.

One constraint to plan around: assessments run on Chromium desktop browsers, so Chrome or Edge. The mobile app is a capture fallback for recording audio and video, not a way to sit a full assessment on a phone.

Jobma candidate experience and customization

Jobma's candidate flow is about as frictionless as this category gets. No account, no form. The candidate clicks a link, records answers, and is often done in under ten minutes. The interface runs in 16 languages and works well on mobile, which matters for high-volume and international hiring. Branded interview pages keep the employer's identity front and centre.

Verdict

Jobma for the lightest possible candidate entry, particularly on phones. Testlify for branding control, accommodation handling, and telling candidates the rules before they start.

What does each platform cost?

Testlify publishes its prices. Jobma does not. For a small team comparing options on a Thursday afternoon, that difference is the whole story.

Testlify pricing and scalability

Pricing is a credit-volume selector crossed with a monthly or annual toggle. One credit covers one started assessment by a qualified candidate, and credits do not roll over. On annual billing, Starter is $139 per month for 100 credits a year and 3 seats, Basic is $279 per month for 300 credits and 5 seats, and Business is $699 per month for 1,000 credits and 10 seats. Premium (3,000 credits), Enterprise (10,000) and Custom (25,000+) are quoted by sales.

Monthly billing uses the same tier names at different numbers: Starter is $198 per month for 10 credits, Basic $398 for 30, Business $998 for 100. Annual billing is much cheaper per credit, which is worth knowing before a scrape of the pricing page tells you Testlify starts at $198.

The extras, stated plainly: additional seats are $15 per seat per month, white labelling and ATS integrations are $2,388 per year each on self-serve tiers, and SAML SSO and 2FA are also add-ons. Metered items include AI phone interviews at $0.18 per minute and face verification at $0.50 per attempt. There is a 7-day free trial with no card, a 30-day money-back guarantee, prices locked for 24 months, and a 25% non-profit discount.

Jobma pricing and scalability

Jobma quotes custom packages based on volume, integrations, and feature needs. There is no public price list and no advertised free plan or trial. You request pricing or book a demo, and the number arrives shaped to your requirements.

That model has a real upside for a large or unusual programme, where a tailored quote beats a rigid tier. It has an equally real downside for everyone else: you cannot compare, you cannot budget, and you cannot start without talking to sales first.

Verdict

Testlify on transparency, and it is not close. A published number you can check against your own credit volume beats a quote you have to earn. Give Jobma the point if your hiring is large or odd enough that no standard tier fits.

Which platform should you choose?

Choose Jobma if the interview is your workflow: live panels to coordinate, recruiters who want to jump into an AI session, calendars to automate, candidates on phones in many countries. It is a well-built interview platform and the scheduling is the thing Testlify genuinely cannot match.

Choose Testlify if the question you cannot answer today is whether a candidate can actually do the work. That is where 3,500 tests, Office-app tasks, vibe coding, item-level psychometrics, and dual-device proctoring earn their cost, and where a recorded interview on its own leaves you guessing.

This is also the logic behind Testlify's Multi-Signal Talent Evaluation Model: combine several role-relevant signals (assessments, interviews, simulations, references, reviewer feedback) instead of betting a hire on one. Applied here, a video answer is one signal, a scored work sample is another, and a proctoring flag is a third. Read together they support a decision. Read alone, a confident recorded answer tells you who interviews well.

Ready to see how the assessments and AI interviews work on your own roles? Book a demo and bring a job you are hiring for right now, or start the 7-day free trial and build one assessment end to end.

Key takeaways

• The choice is interview logistics versus proof of skill. Jobma is stronger at running interviews, including live panels with scheduling. Testlify is stronger at measuring whether someone can do the job. Decide which of those two problems is costing you more, then pick accordingly, because both platforms handle the other one adequately rather than brilliantly.
• Published pricing is a real advantage. Testlify's tiers run $139 to $699 per month on annual billing before contact-sales plans; Jobma quotes only on request. If you need to budget this quarter without a sales cycle, that alone may settle it.
• Structure beats format. Neither platform makes an interview predictive on its own. Same questions, same order, scored against a rubric before you move on. Recording an unstructured interview just preserves it.
• Keep a human on the scoring. AI scoring is useful and imperfect. Testlify lets you hide AI scores, exclude them from the final average, or route answers to a named reviewer. Use those switches, and audit your own outcomes rather than trusting a vendor's.
• Compliance work stays yours. Both vendors hold SOC 2 Type II and ISO 27001, but the bias audit, the candidate notice, and the consent flow are the employer's legal duty. Check your jurisdiction before you switch AI scoring on.
• Watch the add-ons. On Testlify's self-serve tiers, ATS integrations and white labelling are $2,388 per year each. Price the stack you will actually run, not the headline tier.
• Testlify does not schedule live human panels. If that is core to your process, plan to keep a scheduling tool alongside it, or choose Jobma.

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