Disclosure: NTRVSTA wrote this comparison of AI resume screening tools, and NTRVSTA's resume scoring is one of the eight options. Our facts about the others come from their own published pages, listed under Sources, and we've ranked an ATS above ourselves because it's the better answer for many readers.
TL;DR
AI resume screening is now a feature in most ATS products and a standalone add-on in many interview tools. If you mainly want a ranked list inside your ATS, a resume screening software feature like Manatal's or Spark Hire's is the simplest path. If the ranking is only step one and you want the top candidates interviewed right away, pick a tool that does both.
- Best for AI scoring inside an affordable ATS: Manatal
- Best for ranking resumes and then interviewing the top of the list live: NTRVSTA (us)
- Best for catching fraudulent applications before anyone screens them: Alex
- Best for SMBs that want an ATS with a set number of AI resume reviews: Spark Hire
- Best for finding people who haven't applied yet: Juicebox
The picks at a glance
What actually matters when choosing AI resume screening tools
Ask what the model scores against. Most tools compare a resume with your job description, so a vague job description produces a vague ranking. Write clear must-haves and nice-to-haves before you switch anything on, and test the tool with 20 resumes you've already judged by hand. If its top five don't overlap with yours, find out why before you trust it with a live role.
Ask what happens after the ranking. A sorted list still leaves a recruiter to phone the top 30. Some tools stop at the list; others invite the best matches to an interview straight away. Decide which you want, because it changes the shortlist. Our guide to AI resume screening walks through both setups.
Ask how you'll defend a score. Resumes carry signals tied to age, gender and background, and automated ranking can repeat old patterns. Look for reasons you can read, human review of rejections, and a published bias audit. If you hire in New York City, see our Local Law 144 guide before rollout.
1. Manatal
Manatal is an ATS first, which is why it tops this list: for many small teams, the best resume screener is the one already inside the system where applications land. Manatal says its AI recommends candidates for each job and scores them against the job description, while also parsing and enriching resumes. An AI Copilot answers questions about your pipeline.
Plans are $15, $35 or $55 per user per month on annual billing, with a 14-day free trial and no card. A paid AI Interviewer add-on (async video, up to 10 questions) was described as beta in January 2026.
Best for: small agencies and SMB recruiting teams that want resume scoring without buying a second tool.
2. NTRVSTA (us)
NTRVSTA's AI resume scoring ranks every resume against your job description and surfaces the strongest matches. The difference from a pure screener is the next step: those top candidates can go straight into a live AI interview, held by a video avatar or by audio, that adapts its questions and difficulty to each answer. That means the resume is a starting point, and the interview tests whether the claims on it hold up.
Interviews cover technical skills from the exam library (Java, Python, React, DevOps tools and more) and soft skills through STAR questions, and each one ends in a score breakdown with video snippets. Plans start with a $0 Free Demo, then $299/mo. We publish an independent NYC Local Law 144 bias audit by Asenion, finalized October 20, 2026, on our compliance page.
Where NTRVSTA isn't the right fit: if all you want is a ranked list inside your ATS, an ATS with built-in scoring is simpler and cheaper. We sit next to your ATS (Lever and others) rather than replace it, our integration list is short, and our API isn't live yet.
Best for: teams that want screening and a real first-round interview handled together.
Try a sample NTRVSTA interview
3. Alex
Alex (formerly Apriora) starts its screen with fraud. Alex says it scores each application for fraud risk, then screens the resume against job criteria, then interviews by phone or video and books qualified people onto calendars. It also matches a government ID to a live selfie.
If fake applicants are a problem in your remote hiring, that order of steps is the main reason to look at Alex. It says it supports 33+ ATS integrations. Pricing isn't published.
Best for: staffing firms and remote-first employers that see many suspicious applications.
4. HeyMilo
HeyMilo says it auto-scores resumes and then screens candidates through voice, video, SMS or form-based conversations, scoring answers against your criteria with written reasoning. Reports and transcripts sync to a long list of ATS, including Bullhorn, Workday, iCIMS and Manatal.
HeyMilo claims third-party bias audits and shows a SOC 2 badge. Pricing isn't published.
Best for: high-volume and staffing teams that want the resume pass and a conversational screen from one vendor.
5. Spark Hire
Spark Hire has shifted from one-way video toward a full ATS for small and mid-sized organizations. Spark Hire says its Recruit ATS adds AI resume review, AI-suggested screening questions and scheduling. Recruit Pro starts at $335/mo on an annual plan for organizations up to 200 employees and includes 6,000 AI resume reviews a year, plus video interviews.
Best for: SMBs that want resume review, one-way video and an ATS on one bill.
6. Eightfold
Eightfold matches people to roles using a talent-intelligence model, across external applicants and internal employees. It's a heavyweight option with enterprise certifications such as SOC 2 Type II and FedRAMP Moderate, and it includes an AI Interviewer.
For a resume-screening buyer, one fact matters: in January 2026 a class action (Kistler v. Eightfold AI) was filed in federal court in California over its candidate Match Scores, under the Fair Credit Reporting Act. A motion to dismiss was pending when we checked. Pricing isn't published.
Best for: large enterprises that want matching across many roles and internal mobility, with legal review of the pending case.
7. Interviewer.AI
Interviewer.AI bundles resume screening and candidate matching with AI-scored video interviews. The Essential plan is $199/mo for 50 interview credits, one-way AI video and resume screening; the Professional plan at $399/mo adds avatar-led interviews with follow-ups. There's a 14-day free trial on paid plans.
Best for: budget-conscious SMB and mid-market teams that want resume and video screening in one self-serve tool.
8. Juicebox
Juicebox ranks people too, but they aren't applicants. Juicebox says it searches 800M+ profiles across 30+ sources from a plain-language description and orders the matches. Use it when your problem is too few good resumes, not too many. Starter costs $99 to $119 per seat per month, and there's a free plan.
Best for: recruiters who need to build a pipeline, not filter one.
Our pick
- You want resume scoring inside the ATS where applications already arrive: Manatal, or Spark Hire if you also want one-way video.
- You want the top-ranked candidates interviewed the same day: NTRVSTA.
- Fake or AI-generated applications are flooding your roles: Alex.
- You're an enterprise matching candidates across thousands of roles: Eightfold, with your legal team's sign-off.
- You don't have enough applicants to screen: Juicebox.
Questions
How accurate is AI resume screening?
It's only as good as the job description and the criteria behind it. Test any tool on resumes you've already judged, compare its top picks with yours, and review a sample of its rejections each month. Resumes also can't prove skill, which is why many teams add an interview step soon after.
Can AI resume screening be biased?
Yes. Resumes carry signals linked to protected traits, and models can learn from past hiring patterns. Ask vendors for an independent bias audit, keep a human reviewing rejections, and track pass rates by group in your own data.
Is resume screening software the same as an ATS?
Not always. Some ATS products, like Manatal and Spark Hire's Recruit, include AI resume scoring. Other tools, like NTRVSTA and HeyMilo, score resumes and then screen candidates, and they connect to your ATS instead of replacing it.
Should resume screening reject candidates automatically?
We'd advise against it. Use the ranking to decide who to look at first and who to invite to an interview, and have a person confirm any rejection. That keeps a human accountable and catches cases where a strong candidate wrote a weak resume.
Want to see resume scoring feed straight into a live adaptive interview? Book a 20-minute demo, or take a sample interview to feel what candidates experience. Next, compare candidate screening software or our plans.
We checked pricing and features for every product here in October 2026. They change often, so confirm with each vendor before you buy.
