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Best Coding Assessment Platforms (2026): Top 9 Compared

Updated September 2026By StatWharf Editorial9 vendorsMethodology

Coding assessment platforms test programming skill before or during a technical interview. Most products on this page sell credits or invites, where one credit covers one candidate taking one test or interview. CodeSignal, Codility, HackerEarth, CoderPad and Coderbyte publish plan prices, and TestGorilla publishes prices for a broader skills-testing product that includes coding challenges on its Plus plan. HackerRank publishes plan contents, while iMocha and Mercer | Mettl quote.

Order is not a ranking. How entries are ordered.

On this page
  1. Comparison table
  2. Vendor details
  3. HackerRank
  4. CodeSignal
  5. Codility
  6. TestGorilla
  7. HackerEarth
  8. CoderPad
  9. Coderbyte
  10. iMocha
  11. Mercer | Mettl
  12. How to choose
  13. Frequently asked questions
  14. Suggest a vendor

Compare at a glance

Select a vendor for details and sources. Scroll the table horizontally on smaller screens.

Coding Assessment Platforms: vendor fit and recorded pricing
VendorConsider forPricing notesStandout
HackerRankenterpriseEngineering teams wanting certified role-based tests plus live interviews on one platformStarter (1 user, 120 attempts a year), Pro (unlimited users, 300 attempts a year) and Enterprise; monthly or annual Checked Sep 2026Certified Assessments by role, plus an AI interviewer that tests AI tool use
CodeSignalmid-marketTeams hiring engineers and go-to-market roles with assessments and AI interviewersBuild USD 79/month billed annually (60 credits a year); Grow USD 479/month billed annually (420 credits); Pro quote-based Checked Sep 2026One credit pool covers both assessments and AI interviews
CodilityenterpriseEngineering teams needing work-simulation tasks, integrity controls and workforce skills mappingStarter USD 1,200/year (120 invite credits, 1 user, annual only); USD 6,000/year plan (300 credits, 3 users); Custom Checked Sep 2026Desktop app that detects unauthorised applications during assessments
TestGorillasmbTeams screening many roles, with coding challenges as part of a broader test libraryFree plan; Core USD 142/month (USD 1,704 billed annually); Plus from USD 4,800 a year; Enterprise quoted Checked Sep 2026Free resume scoring and qualifying questions alongside 350+ skills tests
HackerEarthmid-marketGrowing teams wanting monthly plans with assessments and live coding interviewsGrowth USD 99/month (1 admin, 10 credits a month); Scale USD 399/month (25 credits); Enterprise custom; billed monthly Checked Sep 2026FaceCode live interviews included with assessments on every plan
CoderPadmid-marketTeams centred on live technical interviews that allow AI inside the coding padStarter USD 80/month annual (60 interviews a year); Team USD 400/month annual (360 a year); USD 30 per extra; Enterprise custom Checked Sep 2026AI Assist puts an LLM in every pad and captures prompts for playback
CoderbytesmbHigh-volume hiring teams that want a flat annual fee with unlimited candidatesPro USD 1,799/year, unlimited candidates and admins; monthly USD 99 for 20 invites; USD 500 per 50 invites; Enterprise from USD 12,495/year Checked Sep 2026Unlimited-usage plan with price locked while it auto-renews
iMochaenterpriseEnterprises assessing coding and wider job skills for hiring and internal talentNo published figures; demo request on the pricing page Checked Sep 2026AI-LogicBox tests coding logic through pseudo-code without a compiler
Mercer | MettlenterpriseLarge employers and campus hiring programmes needing proctored coding tests at scaleNo published figures; personalised pricing by sales enquiry Checked Sep 2026Library of more than 100,000 technical questions across 600+ skills

These comparisons draw on public product information, not hands-on testing of every tool. Source records identify available references and checks; missing evidence is marked. Buyer fit is an editorial assessment, not a measured performance score. How to use this research.

Coding assessment platforms let employers test programming skill before or during a technical interview. A candidate writes code in a browser editor, the platform grades it against hidden test cases, and reviewers see scores, code playback and integrity signals. Most vendors also sell live coding interviews on the same platform.

The market splits three ways. Dedicated engineering platforms such as HackerRank, CodeSignal, Codility, HackerEarth, CoderPad and Coderbyte focus on developer hiring. TestGorilla includes coding challenges inside a broader pre-employment testing library. iMocha and Mercer | Mettl sell coding tests as part of large enterprise skills assessment suites.

The biggest change in 2026 is how platforms treat AI. Some test whether a candidate can code without it, others record how a candidate uses it, and several do both.

Every entry was checked against the vendor’s own pages in September 2026. Six publish prices, one publishes plan contents without readable prices, and two quote. Buyers comparing coding assessment platforms may also review software development outsourcing companies and custom software development companies.

Vendor details and trade-offs

HackerRank

enterprisehackerrank.com ↗
Consider forTechnical hiring teams that want role-based certified assessments, take-home projects and live coding interviews from one vendor, as HackerRank describes on its Screen product page
Pricing notesThree plans. Starter includes 1 user and 120 attempts a year. Pro includes unlimited users, 300 attempts a year, AI features and ATS integrations. Enterprise is custom and adds Engage and SkillUp. Monthly and annual subscriptions are sold online; figures were not recorded because the pricing page did not render for the check (checked Sep 2026)
Feature to evaluateRole-based Certified Assessments and a test generator that builds a test from a job description

HackerRank sells technical hiring software built around two core products. Screen runs take-home assessments before an interview, and Interview runs live coding sessions. Engage supports employer branding events for developers, SkillUp covers internal upskilling, and Chakra pre-screens candidates with AI interviews.

The Screen product page frames assessment around how developers now work with AI. HackerRank lists three areas it can test: fundamentals without AI, through real-world projects that ask candidates to review code and debug issues; the ability to work with AI, through a built-in AI interviewer; and knowledge of AI concepts such as prompt engineering, retrieval-augmented generation and vector databases.

Teams that do not want to write questions can pick a role-based Certified Assessment or upload a job description and let the system generate a test. HackerRank also lists AI-powered plagiarism detection and more than 40 integrations.

HackerRank's help pages describe three plans. Starter includes one user and 120 attempts a year. Pro adds unlimited users, 300 attempts a year, AI features and ATS integrations. Enterprise is custom and is the only plan that includes Engage and SkillUp. The published subscription terms state that monthly plans renew each month and annual plans renew each year until cancelled.

Potential strengths

  • Screen and Interview are included in every plan
  • Tests cover coding without AI, coding with AI and knowledge of AI concepts
  • More than 40 integrations listed

Trade-offs

  • Plan prices were not readable from the public pricing page during the check
  • Engage and SkillUp are limited to Enterprise
  • Starter allows only one user
Sources and status

CodeSignal

mid-marketcodesignal.com ↗
Consider forCompanies hiring for engineering, product, design and go-to-market roles that want skills assessments and AI interviewers under one credit plan, as CodeSignal describes on its pricing page
Pricing notesBuild is USD 79 a month billed annually with 60 annual credits, or USD 99 a month billed monthly with 5 monthly credits. Grow is USD 479 a month billed annually with 420 annual credits, or USD 599 a month billed monthly with 35 monthly credits. Pro is quoted (checked Sep 2026)
Feature to evaluateAI interviewers for product, design, engineering and go-to-market roles alongside certified assessments

CodeSignal sells skills-based assessments and AI interviews for technical and non-technical hiring. Every plan draws on a single pool of credits that can be spent on either an assessment or an interview.

Build targets small teams making their first technical hires. It includes access to 2,000 questions, universal and core technical assessments, AI interviewers for product, design and engineering roles, and AI proctoring with ID verification. Grow adds go-to-market assessments, AI interviewers for sales, customer success and marketing roles, specialised software engineering and data content, human resources assessments and basic ATS integrations.

Pro is priced to the customer. It opens the full assessment library, including finance and operations, all AI interviewers, advanced fraud prevention, role-based access control, enterprise ATS integrations and a dedicated customer success manager. CodeSignal also lists single sign-on, SCIM, audit logs, custom data retention terms, validated content with bias audits and local I-O validation studies for Pro customers.

The feature table lists a Suspicion Score, plagiarism and leak prevention, live interview proctoring, AI grading and funnel analytics. An Assessment Explorer lets buyers browse certified assessments by skill, role and function before choosing a plan. Annual billing is materially cheaper per credit: Build gives 60 credits a year on annual terms against 5 a month on monthly terms.

Potential strengths

  • Published prices for two self-serve plans
  • AI proctoring and ID verification included from the Build plan
  • Pro adds local I-O validation studies and bias audits

Trade-offs

  • Go-to-market assessments start on Grow
  • Enterprise ATS integrations and advanced fraud prevention require Pro
  • Monthly billing gives far fewer credits per dollar than annual
Sources and status
  • Product reference
  • Pricing source
  • Billing terms: Monthly or annual billing; credits used for assessments and interviews
  • Source review: checked Sep 28, 2026
  • Vendor confirmation: not confirmed

Codility

enterprisecodility.com ↗
Consider forEngineering organisations that want science-backed coding assessments for hiring and a Skills Intelligence product to map existing engineers, as Codility describes on its pricing page
Pricing notesStarter is USD 1,200 a year, annual billing only, with up to 120 invite credits and 1 platform user. The next plan is USD 6,000 a year with up to 300 invite credits, at most 25 a month, and 3 platform users. Custom plans are quoted (checked Sep 2026)
Feature to evaluateCustom tasks built through MCP from a team's own codebase and IDE

Codility describes itself as a platform to find, assess and grow engineering capability. Screen runs take-home assessments, Interview runs live sessions, and Skills Intelligence maps the capabilities of an existing engineering workforce.

The self-serve Starter plan costs USD 1,200 a year and includes up to 120 invite credits, one platform user and a limited library of engineering work simulations. It covers pre-built coding, SQL, multiple-choice and AI-skill tasks, plagiarism detection, basic proctoring with candidate snapshots and an agentic AI copilot whose activity reviewers can inspect. The USD 6,000 plan raises the allowance to 300 credits, adds three users and a larger library covering AI and system design, and lets teams build custom tasks with MCP from their own IDE and codebase.

Custom plans add both the engineering and business task libraries, the Claude Code CLI inside assessments, a VS Code environment with databases, caches and queues, AI follow-up questions and premium video proctoring with ID verification. Codility also sells a desktop app that detects unauthorised applications, a Code Health signal on code quality beyond pass or fail, and integrations with Greenhouse, Lever, Ashby, Workday and SAP.

Codility names GitHub, SpaceX, Tesla, EY, LSEG, SAP, Barclays and Citi among its customers. All leaked tasks are removed from the library on every plan.

Potential strengths

  • Published annual prices with credit counts
  • Leaked tasks are removed from the library
  • In-house occupational psychologists run validation and fairness analysis on Custom

Trade-offs

  • Starter has a limited task library and one user
  • Premium video proctoring and ATS integrations are limited to Custom
  • No monthly plan
Sources and status

TestGorilla

smbtestgorilla.com ↗
Consider forEmployers that hire across technical and non-technical roles and want coding challenges within a general pre-employment testing library, as TestGorilla describes on its pricing page
Pricing notesFree plan with 5 essential skills tests and 1 seat. Core is USD 142 a month on an annual commitment, billed as USD 1,704 a year. Plus is USD 400 a month, with an annual commitment starting at USD 4,800, and adds custom tests and coding challenges. Enterprise is quoted. Tests use 1 credit per candidate (checked Sep 2026)
Feature to evaluateCode playback that shows how a candidate wrote the solution

TestGorilla is a pre-employment testing platform rather than a coding-only product. Its library of more than 350 tests covers cognitive ability, situational judgement, role-specific skills, software, programming, languages, personality and culture. Coding assessment sits inside that broader library.

The free plan includes five essential skills tests (Big 5, problem solving, communication, time management and motivation), resume scoring, qualifying questions, five preset custom questions, limited video questions and AI interviews, and one full access seat. Core, at USD 142 a month on an annual commitment, opens the full library, talent sourcing across more than two million candidates, analytics and two seats.

Plus is the plan for coding-heavy hiring. It adds custom tests and coding challenges, job simulations, fully customised AI interviews and video questions with AI scoring, ID verification, up to 20 custom questions per assessment, ATS integrations and API access, and unlimited seats. Enterprise adds scientific validation, security reviews and tailored agreements.

Each test costs one credit per candidate, and customised interviews use two. TestGorilla lists code playback, which lets reviewers watch the candidate's code as it was written, and states that it is SOC 2 Type II compliant. Teams that hire mainly engineers should compare its coding depth with dedicated platforms before buying.

Potential strengths

  • Free plan with resume scoring and qualifying questions
  • Library of more than 350 tests across skills, cognition and personality
  • Plus includes unlimited full access seats

Trade-offs

  • Custom coding challenges require the Plus plan
  • Not a dedicated engineering assessment product
  • Paid plans require an annual commitment
Sources and status
  • Product reference
  • Pricing source
  • Billing terms: Annual commitment on paid plans; credits per candidate
  • Source review: checked Sep 28, 2026
  • Vendor confirmation: not confirmed

HackerEarth

mid-markethackerearth.com ↗
Consider forRecruiting teams that want month-to-month plans combining coding assessments, psychometric tests and FaceCode live interviews, as HackerEarth describes on its pricing page
Pricing notesGrowth is USD 99 a month billed monthly with 1 admin and 10 credits a month. Scale is USD 399 a month billed monthly with unlimited admins and 25 credits a month. Enterprise has custom pricing and custom credits. Yearly billing is also offered (checked Sep 2026)
Feature to evaluateQuestion library grows from 5,000 on Growth to more than 25,000 on Enterprise

HackerEarth sells technical and soft-skill assessments, FaceCode for live coding interviews, an AI interviewer, talent engagement through hackathons and a learning and development product. Its pricing page covers the assessment and interview bundle.

Growth, at USD 99 a month billed monthly, includes one admin, ten credits a month, assessments with FaceCode, a library of more than 5,000 questions, plagiarism detection, advanced skills including full-stack and generative AI, and psychometric tests for common roles. HackerEarth marks Growth as a starter plan for growing teams.

Scale, at USD 399 a month, adds unlimited admins, 25 credits a month, learning and skill path analysis, a library of more than 20,000 questions, video responses for subjective questions, AI-based plagiarism checks, ATS and calendar integrations. The comparison table also places question pooling, proctoring, the Recruit API, the code player and white-labelling from Scale upward.

Enterprise has custom pricing and custom credits. It adds a talent pipeline, the full library of more than 25,000 questions, global candidate benchmarking, API access, user roles, single sign-on, professional services and premium support. A dedicated customer success manager and phone support are listed only for Enterprise.

Buyers who run proctored assessments should budget for Scale at minimum, since the comparison table does not list proctoring on Growth.

Potential strengths

  • Published monthly prices
  • FaceCode live interviews included from the Growth plan
  • Psychometric tests for common roles included

Trade-offs

  • Proctoring, question pooling and ATS integrations start on Scale
  • Growth allows only one admin
  • SSO and API access require Enterprise
Sources and status

CoderPad

mid-marketcoderpad.io ↗
Consider forEngineering teams that run many live coding interviews and want to see how candidates work with AI, as CoderPad describes on its pricing page
Pricing notesStarter is USD 80 a month billed annually with 60 interviews a year, or USD 120 a month billed monthly with 5 a month. Team is USD 400 a month billed annually with 360 a year, or USD 500 a month billed monthly with 30 a month. Additional tests or interviews cost USD 30 each. Enterprise is custom (checked Sep 2026)
Feature to evaluateUnlimited users and AI Assist on every plan

CoderPad started as a shared coding environment for live interviews and now covers screening as well. Its pricing page describes one tool for every stage of hiring in the AI era.

Every plan includes unlimited users and AI Assist, which places a large language model inside the pad and records the candidate's prompts for playback. Reviewers can see how a candidate used AI, not only the final code. Pads run real-work tasks across more than 40 languages and frameworks.

Starter costs USD 80 a month on annual billing, with 60 interviews a year, or USD 120 a month on monthly billing with five a month. It includes a library of more than 400 questions and ten custom questions. Team costs USD 400 a month annually, with 360 interviews a year, or USD 500 a month monthly with 30 a month. It adds prompt capture and playback, a library of more than 1,400 questions, 20 custom questions, take-home projects and auto-scored screens. Extra tests or interviews cost USD 30 each on both plans.

Enterprise is priced by sales. It adds unlimited custom questions, pre-screening for thousands of applicants, AI tools that auto-grade complex AI projects, tests of AI fluency for all roles, Claude Code and ChatGPT Codex in the pad, advanced cheating prevention and a dedicated customer success manager with training. A two-week free trial is available on the self-serve plans.

Potential strengths

  • Published prices and a two-week free trial
  • Unlimited users on every plan
  • Pads support more than 40 languages and frameworks

Trade-offs

  • Take-homes and auto-scored screens start on Team
  • Claude Code and Codex inside the pad are Enterprise-only
  • Starter includes only 10 custom questions
Sources and status

Coderbyte

smbcoderbyte.com ↗
Consider forOrganisations screening large candidate volumes that want predictable annual pricing rather than per-candidate credits, as Coderbyte describes on its organisations page
Pricing notesPro is USD 1,799 a year with unlimited candidates and admins. Add-ons cost USD 1,199 to 1,499 a year each, or USD 4,196 for all. Monthly is USD 99 for 20 invites plus USD 20 per extra invite. Pay as you go is USD 500 per 50 invites. Enterprise starts at USD 12,495 a year (checked Sep 2026)
Feature to evaluateNative IDE and VS Code environment with automated grading on the Pro plan

Coderbyte sells screening, assessments and interviews for technical hiring. Its organisations page states that its pricing is predictable and that Pro is an unlimited usage plan whose price stays locked for as long as it auto-renews.

Pro costs USD 1,799 a year and includes unlimited candidates and admins, screening, assessments and interviews, the full question library with custom questions, a native IDE and VS Code environment, automated grading and reporting, cheating detection and AI features with unlimited credits. Add-ons are priced separately per year: API, ATS and MCP integrations at USD 1,499, single sign-on and SCIM at USD 1,499, branding and customisation at USD 1,299, premium analytics and proctoring at USD 1,299, and personality testing at USD 1,199. A bundle of all add-ons costs USD 4,196 a year, a 40 percent discount.

Teams with irregular volume have two smaller options. The monthly plan costs USD 99 for 20 invites, with extra invites at USD 20 each; unused invites roll over and the plan can be cancelled at any time. Pay as you go costs USD 500 per 50 invites, and those invites expire after 365 days.

Enterprise starts at USD 12,495 a year and includes unlimited candidates, personality testing, integrations and branding. Buyers should total the add-ons they need before comparing Pro with credit-based plans elsewhere.

Potential strengths

  • Unlimited candidates for a published annual fee
  • Unused monthly invites roll over
  • Three purchase options for different volumes

Trade-offs

  • Integrations, SSO, branding and premium proctoring are paid add-ons
  • Enterprise starts well above Pro
  • Pay-as-you-go invites expire after 365 days
Sources and status
  • Product reference
  • Pricing source
  • Billing terms: Annual Pro with locked renewal price, monthly, or pay as you go
  • Source review: checked Sep 28, 2026
  • Vendor confirmation: not confirmed

iMocha

enterpriseimocha.io ↗
Consider forLarge employers that assess coding alongside functional, cognitive and English skills for both hiring and workforce development, as iMocha describes on its skills assessment page
Pricing notesNo published price. The iMocha pricing page is a demo request form (checked Sep 2026)
Feature to evaluateMore than 5,000 coding problems across 30+ compilers, with code quality reports

iMocha is a skills intelligence company whose assessment product serves both talent acquisition and talent management. Coding assessment is one part of a library of more than 10,000 ready-made assessments across technical, functional, cognitive and communication skills, covering more than 300 job roles.

For programming, iMocha lists more than 5,000 coding problems across full-stack, AI and machine learning topics, run on more than 30 compilers. Its coding simulator tracks memory use and execution time, scores code automatically with AI, and produces code quality reports on robustness and maintainability. Code Replay shows how a candidate approached the problem. The live coding interview product covers more than 25 programming languages.

AI-LogicBox is iMocha's patented format for testing logic through pseudo-code rather than compiled code. The company positions it as a faster way to test problem solving and as a fit for roles that do not write production code. iMocha also offers CEFR-aligned English tests, AI proctoring and asynchronous or live interviews with whiteboarding.

Subject matter experts can tailor assessments to a role's primary and secondary skills, and customers can combine their own questions with the library through a custom test builder. iMocha states that it serves more than 300 enterprises. Pricing is by demo request, so buyers should ask how assessments, interviews and proctoring are counted in a quote.

Potential strengths

  • Coding tests sit within 10,000+ ready-made skill assessments
  • Code replay plus memory and execution-time tracking
  • Serves hiring and internal skills gap analysis

Trade-offs

  • No published pricing
  • Built for enterprises rather than small teams
  • Broad skills scope may exceed a team that only screens engineers
Sources and status

Mercer | Mettl

enterprisemettl.com ↗
Consider forEmployers running high-volume or campus technical hiring that need a large question library, a coding simulator and AI proctoring, as Mercer | Mettl describes on its coding tests pages
Pricing notesNo published price. The pricing page offers personalised pricing for customised assessments through a sales enquiry (checked Sep 2026)
Feature to evaluateCodelysis simulator with keystroke-level code playback and MOSS-based plagiarism checks

Mercer | Mettl is the assessment business of Mercer. Its coding tests product covers screening, hands-on coding simulators and live technical interviews, and the company also sells psychometric tests, examination delivery and proctoring.

Mettl states that its library holds more than 100,000 technical questions and evaluates developers across more than 600 skills, with hands-on and knowledge-based questions for freshers and experienced hires. Evaluation is automatic through pre-built test cases, and reviewers can re-grade a solution manually.

Codelysis is the coding simulator. It replicates an IDE and scores code on correctness, difficulty and time and space complexity. Plagiarism checks combine MOSS, the Measure of Software Similarity, with an in-house string comparison. Code playback records the evolution of the code at each keystroke, and candidate reports list the language chosen, compilation attempts, errors and complexity.

For campus hiring, Mettl offers ready-made assessments such as a 40-minute test with two coding problems for entry-level software engineers. It lists AI-driven proctoring, round-the-clock support, support for more than 20 languages in more than 80 countries, ISO 9001 and ISO 27001 certification and SOC 2 Type 2.

Pricing is personalised through a sales enquiry, so buyers should request quotes that separate assessment volume, proctoring and interviews.

Potential strengths

  • Very large technical question library
  • Ready-made campus coding assessments
  • ISO 27001 and SOC 2 Type 2 listed

Trade-offs

  • No published pricing
  • Buying runs through a sales enquiry
  • Pages focus on test delivery more than on AI-assisted coding
Sources and status

How to choose a vendor

Count candidates, not seats

Most plans are sized by candidate credits or invites. Codility Starter includes up to 120 invite credits a year, CodeSignal Build 60 annual credits, and HackerEarth Growth 10 credits a month. Coderbyte Pro removes the candidate limit for a flat annual fee. Buyers should estimate yearly candidate volume, including interviews that also consume credits, before comparing prices.

Decide how candidates may use AI

Vendors now split on AI. CoderPad puts an LLM inside every pad and records prompts, CodeSignal and HackerRank offer AI interviewers, and Codility sells a desktop app that detects unauthorised applications. A team should decide whether the test measures coding without AI, coding with AI, or both, and pick a product that records what it needs.

Check which plan includes proctoring and integrations

Entry plans often leave out ATS integrations, single sign-on and stronger proctoring. HackerEarth lists proctoring and ATS integrations from Scale upward, TestGorilla lists ATS integrations and custom coding challenges only on Plus, and Coderbyte sells integrations and SSO as annual add-ons. Buyers should price the plan that contains every control their hiring process requires.

Frequently asked questions

What is a coding assessment platform?

A coding assessment platform lets employers test a candidate's programming skill in a browser-based coding environment. Candidates solve tasks that the platform grades automatically against test cases, and reviewers see scores, code playback and integrity signals. Most platforms also run live coding interviews, and several now test how candidates work with AI tools.

How much do coding assessment platforms cost?

Published entry prices checked in September 2026: CoderPad Starter USD 80 a month and CodeSignal Build USD 79 a month, both billed annually; HackerEarth Growth USD 99 a month; Codility Starter USD 1,200 a year; Coderbyte Pro USD 1,799 a year with unlimited candidates. TestGorilla has a free plan, but custom coding challenges start on Plus at USD 4,800 a year. iMocha and Mercer | Mettl quote.

Is there a free coding assessment platform?

TestGorilla has a free plan, but it includes only five general skills tests and no custom coding challenges. CoderPad offers a two-week free trial, and Coderbyte offers a free trial of its plans. The other platforms on this page sell paid plans or quote; free developer practice sites are not built for employer screening.

How do coding assessment platforms prevent cheating?

Common controls include plagiarism detection, proctoring with webcam snapshots or video, ID verification and code playback. Codility removes leaked tasks from its library and sells a desktop app that detects unauthorised applications. CodeSignal lists a Suspicion Score. Mercer | Mettl combines MOSS with its own similarity checks. Stronger proctoring usually sits on higher plans.

Can candidates use AI during a coding assessment?

It depends on the platform and the employer's settings. CoderPad places an LLM in every pad and records prompts. HackerRank offers an AI interviewer that tests the ability to work with AI. Codility includes an agentic AI copilot with reviewable activity. Employers that want to test coding without AI can rely on proctoring and integrity controls instead.

What is the difference between a coding assessment and a live coding interview?

A coding assessment is usually a timed, auto-graded test the candidate takes alone before any interview. A live coding interview runs in a shared editor with an interviewer watching and talking with the candidate. HackerRank, Codility, HackerEarth, CoderPad and Coderbyte sell both, and several count each as one credit.

Which coding assessment platforms integrate with an ATS?

Codility lists Greenhouse, Lever, Ashby, Workday and SAP on its Custom plan. CodeSignal includes basic ATS integrations on Grow and enterprise integrations on Pro. HackerEarth lists ATS integrations from Scale, TestGorilla on Plus, and HackerRank on Pro. Coderbyte sells API, ATS and MCP integrations as a USD 1,499 annual add-on.

How were these coding assessment platforms selected?

The page includes platforms named in buyer searches for coding assessment platforms that document employer coding tests, each with a live product page and a pricing or documentation page checked in September 2026. Order follows source readiness and content sequence, not quality. No product was tested hands-on. Vendors not listed can contact [email protected].

Suggest a vendor or correction

Send factual corrections to editorial@statwharf.com. Corrections are free. For inclusion or placement enquiries, contact partnerships.

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First published September 2026. Page update dates reflect editorial changes, not a fresh check of every vendor.