6 AI resume screening tools face 20 resumes
Six tools, one job description, the same 20 resumes with a few traps planted along the way. Which AI resume screening tools rank them right, and which can be fooled by a keyword-stuffed skills section.
AI summary
- Six AI resume screening tools got the same job description and the same 20 resumes, with a keyword-stuffed warehouse picker planted as a trap. He ranked anywhere from 1st to 15th.
- Truffle and SortResume put him near the bottom with a written reason. CVViZ gave him a B and ranked him first. Manatal's score put him 13th while its chat called him well-suited.
- A resume score is only as good as the reasoning under it. The tools worth paying for check claims against the work history and tell you, in a sentence you can argue with, where they don't match.
There’s a famous study that showed recruiters spend about six seconds on a resume. Many AI resume screening vendors use this to argue that AI can do a better job of spotting which candidates match the job requirements.
So we put that claim to the test. Six tools. The same job description. The same 20 resumes, with a few traps planted along the way. We call it the RecruitTuring test. (Can we trademark that?)
Derek, a fictional warehouse picker, listed every helpdesk tool in the job ad. Two tools put him near the bottom with an explanation. One gave him a B and ranked him number one. (Awkward!)
Another ranked him 13th, but their AI co-pilot called him “well-suited for this role.”
We decided to look at these products this way because a resume score is only as good as the reasoning under it. And a trial is a great place to find out if it works.
Truffle is our product and we tested it as well. Prices come from each vendor’s own pricing page from October 2026. We’ll do our best to keep them updated.
Results at a glance
| Tool | Ranked our 20? | Strong picks in top 5 | Keyword-stuffed resume | Starting price | 500 resumes a month |
|---|---|---|---|---|---|
| Truffle | Yes | 4 of 5 (all 5 in top 8 of 20) | 15th of 20, Low, named the trick | $49/month | $119/month, or $99 billed annually |
| SortResume | Only 10 of 20 (free plan limit) | 5 of 5, from an easier 10-resume set* | 8th of 10 | Free for 10/month | $239/month billed annually |
| Manatal | Yes, hours after upload | 3 of 5 | Score 13th; chat said “well-suited” | $15/user/month billed annually | $15 to $19 for one user |
| CVViZ | Yes, after re-running 9 by hand | 4 of 5 | 1st, grade B | $99/month | $99 within 5 active jobs |
| Workable | No, AI not in trial | n/a | n/a | $299/month billed annually | About $349 in year one |
| TestGorilla | No employer upload | n/a | n/a | Free plan | $0, only for applicants who start your assessment |
*SortResume’s free plan stops at 10 resumes, so it ranked half the set, and half of those 10 were strong candidates. The other tools had to find five strong candidates among 20, with eight near-misses competing for the same top spots. Its 5 of 5 isn’t a like-for-like score. Here’s how it compares on the same 10 resumes.
How we tested the resume screening tools
We created a job description for a Customer Support Specialist at a fictional 35-person online store.
The requirements were straightforward: one year of written customer support experience, clear written English, experience with a helpdesk tool, and weekend availability. No degree required.
Then we wrote 20 synthetic resumes:
- 5 met every requirement.
- 8 missed one must-have.
- 7 were clear mismatches.
Every tool got the same job description and resume PDFs. We kept each tool’s automatically drafted screening criteria, its scoring rubric, as a busy buyer might.
We ran all six tests on October 9, 2026, using free trials or free plans.
Truffle is best for screening large volumes of resumes accurately
Truffle is an AI screening platform for small teams with lots of applicants. It combines resume screening, one-way video interviews and talent assessments, using criteria you set. Paste in a job description, review the drafted criteria, and get a role live in about 10 minutes.
How it performed in our test
All five strong candidates landed in the top eight:
- Dana and Elena took the top two spots.
- Kwame’s two-line resume ranked fourth.
- Mateo ranked sixth.
Truffle ranked Derek 15th with a “Low” match rating. It spotted that his keyword-heavy skills section wasn’t backed by relevant experience. We’re pretty proud of this.
“Resume centers on a three-year warehouse fulfillment background with no documented written customer support experience, despite a skills section mirroring industry-standard tools.”
It also flagged: “14 skills listed; 0 appear in experience bullets.”
Where it fell short
Four of the five strong candidates made the top five. Jonathan ranked third despite being available only on weekdays.
That result needs context: Truffle turned weekend availability into a knockout question for applicants. We bypassed those questions to test resume scoring alone. In the normal application flow, Jonathan’s weekday-only availability would have ruled him out earlier.
Pricing
All screening activities draw from one shared credit balance:
| Activity | Credits |
|---|---|
| Resume screening | 1 |
| Assessment | 2 |
| One-way video interview | 5 |
- Starter: $49/month for 200 credits.
- Core: $119/month, or $99/month billed annually, for 600 credits.
- Rollover: Available on Core and higher plans.
- Free trial: Seven days, 30 credits, no credit card required.
- Integrations: Ashby, Bullhorn, Pinpoint and Workable, plus Zapier.
- Works alongside: the ATS you already use, or on its own with no ATS at all.
SortResume is best for teams willing to pay a premium for resume screening alone
It turns your job description into weighted screening criteria, then scores each resume with written reasoning. You can use it alongside your existing ATS.
How it performed in our test
The free plan allows 10 resumes, so we tested a smaller set: all five strong candidates, both trap resumes, Jonathan and two clear mismatches.
- All five strong candidates took the top five spots.
- Derek and Catherine, our two traps, ranked below all five.
- Jonathan was marked down for his weekday-only availability. This was the only tool to catch it through a criterion it drafted: “Explicit availability for weekend rotation.”
Why SortResume’s 5 of 5 isn’t a like-for-like win
Half of SortResume’s 10 resumes were strong candidates. In the full test, a quarter were. That makes the top five much easier to fill:
- Fewer rivals. SortResume’s five strong candidates competed with five others, and two of those were obvious mismatches. In the 20-resume test, they competed with 15, including eight near-misses that each failed just one requirement.
- Better odds by chance. Shuffle SortResume’s 10 at random and you’d expect 2.5 strong candidates in the top five. Shuffle the full 20 and you’d expect 1.25.
The fairest comparison is to take Truffle’s ranking of all 20 and keep only the 10 SortResume saw. On those 10, Truffle puts four of the five strong candidates in the top five and ranks Derek 9th of 10. SortResume puts all five on top and ranks Derek 8th. The one difference is Jonathan, whose weekday-only availability SortResume caught and Truffle leaves to a knockout question.
So on the same resumes, SortResume edged it. We just can’t tell you how it would rank all 20, because the free plan wouldn’t let us find out.
Pricing
| Plan | Resumes per month | Monthly billing | Annual billing |
|---|---|---|---|
| Free | 10 | Free | Free |
| Standard | 100 | $149/month | $119/month |
| Premium | 500 | $299/month | $239/month |
Watch out for
On Standard, you’re paying $1.19 per resume with annual billing, assuming you use the full allowance. That buys you resume screening. Interviews and assessments aren’t included.
Manatal is best for a budget ATS with lower-quality AI
Manatal gives each candidate a match percentage with a breakdown by requirement. Its AI Copilot also answers questions about candidates.
How it performed in our test
Scores appeared a couple of hours after upload:
- Mateo, Elena and Dana took the top three spots.
- Derek ranked 13th with an 18% match.
- Priyanka, a strong candidate, ranked 14th.
- Jonathan ranked fourth despite being available only on weekdays.
Then we asked Copilot about Derek. It called him “well-suited for this role” and suggested his skills “may exceed what his job title reflects.”
The match score put him near the bottom. The chat recommended him. The same resume gave conflicting answers based on the Manatal feature used.
Pricing
$15 per user per month billed annually, or $19 billed monthly. No per-resume charge.
Watch out for
The entry plan caps you at 15 jobs. Manatal has no interviews or assessments of its own, and its scoring and Copilot gave conflicting guidance in our test.
Free trial
14 days, no credit card required.
CVViZ is best if you want an A to E grade
CVViZ helps grade candidates A to E with a written evaluation.
How it performed in our test
In our test 9 of 20 came back with a grade but no evaluation, until we clicked “Run advanced evaluation” on each. Then Derek ranked 1st with a B: “a strong candidate… with relevant experience in customer support.”
His resume has one job: warehouse associate. Kwame came 15th for lacking “advanced skills and certifications,” which the job never asked for.
Pricing
$99 a month for 5 active jobs, $199 for 10.
Watch out for
Check every candidate got a full evaluation, not just a grade.
Free trial
7 days, no card.
Workable is best for a comprehensive ATS
Workable Agent scores applicants against an ideal candidate profile.
How it performed in our test
All 20 resumes parsed in 26 seconds, then got no score at all. The Agent isn’t in the 15-day trial, so you can’t see the AI screen a resume before you pay.
Pricing
Standard is $299 a month billed annually, or $360 monthly, for 1 to 20 employees, and rises with headcount. The Agent uses 1 AI credit per applicant: 3,000 free once, then bundles from 5,000 for $600.
TestGorilla
There’s no way to upload resumes. Candidates “just upload their resume when prompted during the assessment.”
So it can’t rank applications already in your inbox, only those of people who start your test. Paid plans start at $215 a month billed annually.
AI resume screening in your ATS vs a standalone tool
Two of the six tools are applicant tracking systems with AI scoring added: Manatal and Workable. Truffle and SortResume are screeners that work alongside the ATS you already use.
AI built into your ATS means one login and one bill. In our test, it was also where the trouble was. Workable’s AI wasn’t in the trial, so we couldn’t watch it score a resume before paying. Manatal’s score and its Copilot disagreed about the same resume.
A standalone screener is one more tool. In exchange, you can run it on your real applications during a free trial and read its reasoning before you pay. Truffle connects natively to Ashby and Pinpoint, where scores land back on the candidate, and to Greenhouse and Lever through Zapier.
We didn’t test Greenhouse, Lever or Ashby. If you already pay for one and it offers AI screening, run our test on it before adding anything: put one keyword-stuffed resume into a real role and see where it ranks, and whether the tool says why.
The resume almost every tool got wrong
Only SortResume marked down Jonathan for being available only on weekdays. But availability often isn’t stated on a resume, so we wouldn’t expect every tool to catch it.
Use resume scores to prioritize review. Check hard requirements, like weekend availability or work authorization, with knockout questions: direct yes-or-no questions applicants answer when they apply.
Keep resume scoring focused on evidence the resume can actually provide.
How to choose your resume screening tools
Whatever you try, slip in one resume like Derek’s. Check where it ranks and whether the tool tells you why.
- You have a high volume of applications: add Truffle.
- You’re a small team on a budget: Truffle, from $49 a month for 200 resumes.
- Don’t really care about resume screening and need an ATS: Manatal is cheapest, Workable fuller.
Frequently asked questions about resume screening tools
How much does AI resume screening software cost?
SortResume and TestGorilla have free plans. Manatal starts at $15 per user a month, Truffle at $49, CVViZ at $99 and Workable at $299. Screening 500 resumes a month runs from about $15 to about $349.
What’s the cheapest AI resume screening tool for a small team?
Truffle, if you need the ranking to be right. It’s the cheapest tool in our test that put the keyword-stuffed resume near the bottom and wrote down why. Starter is $49 a month for 200 resumes. Core is $99 a month billed annually for 600, and the same credits cover one-way interviews and assessments.
SortResume also caught the keyword-stuffed resume, but its $119 annual plan covers 100 resumes. Manatal’s $15 per user is the lowest sticker price, but its score and its chat disagreed about the same resume. SortResume’s free plan stops at 10 resumes, and TestGorilla’s can’t screen the applications you already have.
Does AI resume screening reject candidates automatically?
It depends on the tool. In Truffle the AI never rejects anyone; a person decides. You can set your own knockout questions to reject automatically when the answer is no.
Is AI resume screening biased?
It can be. One tool in our test called a family-care gap a “concern about job stability.” Write criteria about the job, and read the reasoning on a sample of scores.
What the test changed for us
We used to think these tools differed mostly on price. Now we think the difference is whether the tool shows its reasoning. Derek ranked anywhere from 1st to 15th.
As applicants tailor skills sections to every ad in seconds, keyword matchers will get easier to fool. The tools worth paying for check claims against the work history and tell you, in a sentence you can argue with, where they don’t match.
