# Codility vs Equip

Canonical: https://lunaprompts.com/compare/codility-vs-equip

Published by LunaPrompts Editorial. Reviewed October 12, 2026.

## Our recommendation for AI engineering hiring

LunaPrompts is a hiring assessment platform for teams evaluating AI engineering and coding skills. It combines practical assessments, AI Viva, interview copilots, candidate discovery, and a talent CRM, with unlimited tests and authorized team seats on every subscription.

Choose LunaPrompts when you want to see how someone builds with AI, understands their own work, and explains the decisions behind it. Your team can follow that evidence from the first screen to the final interview without per-test or per-seat charges.

LunaPrompts is our editorial #1 pick for this use case. The 5/5 coverage score is not an independent ranking or a customer rating.

## How to read the comparison

Supported means the capability is documented; availability may depend on the plan. Not Supported applies to the exact requirement in the row. “Not Supported” includes LunaPrompts assessments that haven’t been independently verified. Source-backed gaps are based on the cited vendor documentation. Partial / plan-dependent means the documented scope differs or availability is pending. Only documented gaps contribute to the documented-difference counts.

LunaPrompts features are company-provided product information. Documented competitor claims link to official sources; other entries are identified as LunaPrompts team assessments.

## Hidden AI assistance detection

LunaPrompts surfaces signals associated with ParakeetAI, Cluely, and hidden AI screen overlays. LunaPrompts Secure adds device-level evidence for selected assessments. Signals support human review and do not guarantee detection of every tool. Compare detection, blocking, and preview availability separately in the feature rows.

## 5 shared capabilities

These capabilities are supported by LunaPrompts and documented by every platform in this comparison. Plan scope can differ.

- Screen candidates already in your pipeline
- Customer support and setup guidance
- Custom assessment questions
- MCQ assessments
- Multiple recruiter or interviewer accounts

## Codility

Codility describes work simulations in which candidates use an AI assistant, with deterministic scoring of the work they produce. Its AI talent assessment positioning includes evaluating collaboration with AI.

[Official product source](https://www.codility.com/ai-talent-assessment/)

Pilot: Introduce a bug that passes the visible example but fails on duplicate input. Compare the recorded output, scoring explanation, and evidence of verification. Ask each reviewer to identify what the score establishes and what still needs a follow-up.

### 2 documented differences: LunaPrompts vs Codility

Counts apply to the exact requirement, including whether unlimited access is offered on every subscription. Unverified features are not counted as exclusive advantages.

- Unlimited tests on every subscription: LunaPrompts supports this requirement. Codility: Starter and Scale have invitation-credit limits. [Source](https://www.codility.com/pricing/)
- Unlimited authorized seats on every subscription: LunaPrompts supports this requirement. Codility: Starter and Scale limit platform users; collaborator users are unlimited. [Source](https://www.codility.com/pricing/)

## Equip

Equip describes conversational AI interviews that adapt to candidate responses and generate structured assessments. It also lists skills assessments, CV screening, and an ATS alongside the interview workflow.

[Official product source](https://equip.co/products/live-conversational-ai-interviews/)

Pilot: Move a sample applicant from a skills test to an AI interview. Inspect whether the interview explores the earlier work and whether the hiring manager can review both artifacts together. Record which handoffs require manual effort.

## Unlimited tests

Screen for the role without budgeting a separate charge for every assessment.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Candidate assessment invitations | Supported. Invite candidates to an assessment. Invitation limits and billing are compared separately from the ability to send an invitation. | Supported. Plans include candidate invitation allowances. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Unlimited tests on every subscription | Supported. Run assessments without a separate per-test charge across LunaPrompts subscriptions. | Not Supported. Starter and Scale have invitation-credit limits. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the unlimited tests guide](https://lunaprompts.com/blog/unlimited-assessments-pricing-guide)

## AI fluency and engineering skills

Evaluate how candidates build with AI, including the decisions behind the result.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| AI-related skills questions | Supported. Check understanding of AI concepts alongside practical engineering tasks. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Practical AI fluency assessment | Supported. Assess the ability to direct, evaluate, and improve AI-assisted work. | Supported. AI-assisted work simulations assess the resulting implementation. [Source](https://www.codility.com/ai-talent-assessment/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Prompt engineering | Supported. Evaluate instructions, context, constraints, iteration, and output evaluation. | Supported. AI task coverage includes prompt engineering. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Agent development | Supported. Assess tool use, orchestration, reliability, and agent behavior against a task. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| RAG pipelines | Supported. Evaluate retrieval, context selection, grounding, and the quality of generated answers. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Harness engineering | Supported. Assess the environment, tools, constraints, and evaluation harness around an AI agent. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Loop engineering | Supported. Assess feedback loops, stopping conditions, recovery, and iterative improvement. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Vibe coding and AI-assisted development | Supported. Evaluate how candidates plan, prompt, inspect, debug, and validate AI-written code. | Supported. AI-assisted work simulations assess the resulting implementation. [Source](https://www.codility.com/ai-talent-assessment/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ai fluency and engineering skills guide](https://lunaprompts.com/blog/ai-skills-assessment-guide)

## Candidate and talent discovery

Find people by required skills and move the shortlist into assessment in the same platform.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Screen candidates already in your pipeline | Supported. Evaluate applicants your team has already found, separately from discovering new talent in a sourcing network. | Supported. Evaluates candidates in an existing hiring pipeline. [Source](https://www.codility.com/ai-talent-assessment/) | Supported. Evaluates candidates in an existing hiring pipeline. [Source](https://equip.co/products/live-conversational-ai-interviews/) |
| Skills-based candidate discovery | Supported. Discover candidates against the capabilities your role actually requires. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Discovery-to-assessment workflow | Supported. Move discovered talent into the screening and assessment journey. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the candidate and talent discovery guide](https://lunaprompts.com/blog/skills-based-candidate-discovery-guide)

## AI cheating detection and integrity

Give reviewers evidence to investigate suspicious behavior alongside demonstrated skills.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Identity and session checks | Supported. Review identity, session activity, and authorship signals together with the assessment evidence. | Supported. Integrity checks include unauthorized-app detection and enterprise ID verification. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| AI cheating and integrity signals | Supported. Use anti-cheating AI models and session signals to identify potential unauthorized assistance for review. | Supported. Integrity checks include unauthorized-app detection and enterprise ID verification. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ai cheating detection and integrity guide](https://lunaprompts.com/blog/ai-cheating-detection-hiring-guide)

## Hidden AI assistance detection

Investigate hidden assistance that ordinary screen sharing may miss.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Signals for covert AI assistance | Supported. Investigate assistance from tools such as Parakeet and Cluely. Detection is a review signal, not a guarantee that every tool or incident will be caught. | Supported. Integrity checks include unauthorized-app detection and enterprise ID verification. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Parakeet / ParakeetAI assistance controls | Supported. Surface indicators associated with ParakeetAI for reviewer investigation in the configured secure environment. Detection coverage depends on the tool, version and environment. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Cluely assistance controls | Supported. Review signals associated with Cluely-style real-time assistance. Compare detection and blocking methods separately in the explanations. | Partial / plan-dependent. Desktop detection of hidden AI helpers is in preview. [Source](https://www.codility.com/lab/product-updates/may-updates/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Hidden screen-overlay detection | Supported. Use hidden-window and process signals in LunaPrompts Secure to investigate AI overlays excluded from ordinary screen capture. This does not guarantee detection of every overlay. | Partial / plan-dependent. Desktop detection of hidden AI helpers is in preview. [Source](https://www.codility.com/lab/product-updates/may-updates/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the hidden ai assistance detection guide](https://lunaprompts.com/blog/ai-cheating-detection-hiring-guide)

## Secure desktop assessment environment

Add device-level evidence for selected high-integrity assessments.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Native desktop assessment runtime | Supported. LunaPrompts Secure provides a native runtime and locked assessment shell for selected high-integrity assessments. | Partial / plan-dependent. Desktop detection of hidden AI helpers is in preview. [Source](https://www.codility.com/lab/product-updates/may-updates/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Process, network and audio signals | Supported. Review device-level signals alongside assessment activity in the configured secure runtime. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Virtual-machine and remote-desktop checks | Supported. Check for virtual-machine or remote-desktop environments as part of the secure assessment workflow. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the secure desktop assessment environment guide](https://lunaprompts.com/blog/ai-cheating-detection-hiring-guide)

## Traditional coding assessments

Check that candidates can write, understand, and debug code, including code generated by AI.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Traditional coding tests | Supported. Evaluate implementations, correctness, debugging, and coding decisions. | Supported. AI-assisted work simulations assess the resulting implementation. [Source](https://www.codility.com/ai-talent-assessment/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Java, Python, C++ and 100+ more languages | Supported. LunaPrompts reports support for Java, Python, C++, and more than 100 additional languages; select the runtime required for your assessment. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Test results and code-quality review | Supported. Review passed tests, implementation style, and how the candidate arrives at a working solution. | Supported. Recording, code-health scoring, and analytics are listed. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the traditional coding assessments guide](https://lunaprompts.com/blog/coding-assessment-design-guide)

## SQL and data reasoning

See how candidates query and reason about data.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Practical SQL assessments | Supported. Evaluate working SQL queries against the data task required by the role. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Joins, aggregations and window functions | Supported. Assess how candidates combine tables, summarize data and work with analytical queries. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the sql and data reasoning guide](https://lunaprompts.com/blog/coding-assessment-design-guide)

## Code review and debugging

Check whether candidates can find problems and improve an existing implementation.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Debugging tasks | Supported. Ask candidates to investigate and fix a problem in code. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Review AI-generated code | Supported. Use code-review tasks to assess whether candidates identify correctness or security issues in AI-generated code. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the code review and debugging guide](https://lunaprompts.com/blog/ai-assisted-coding-assessment-guide)

## Take-home assessments

Give shortlisted candidates practical work to complete before the next interview.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Asynchronous take-home tasks | Supported. Invite candidates to role-specific practical work outside a live interview. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Take-home submission review | Supported. Review completed work and scores before deciding whom to interview. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the take-home assessments guide](https://lunaprompts.com/blog/skills-based-candidate-discovery-guide)

## ATS integrations

Connect the assessment invitation and results to your recruiting workflow.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| ATS-connected assessments | Supported. Send assessments and return results through supported connectors. Confirm the fields and actions for your setup. | Supported. Enterprise connectors include Greenhouse, Ashby, and Workday. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Greenhouse integration | Supported. Send an assessment through the Greenhouse workflow and return results. | Supported. Enterprise connectors include Greenhouse, Ashby, and Workday. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Ashby integration | Supported. Assign assessments to Ashby candidates and synchronize scores. | Supported. Enterprise connectors include Greenhouse, Ashby, and Workday. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Workday integration | Partial / plan-dependent. Listed as coming soon in the enterprise integration directory. Confirm availability and scope with the team. | Supported. Enterprise connectors include Greenhouse, Ashby, and Workday. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ats integrations guide](https://lunaprompts.com/blog/ats-assessment-integration-guide)

## Forward Deployed Engineers

Work with engineers to adapt the evaluation to niche roles and enterprise requirements.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Customer support and setup guidance | Supported. Get help using and configuring the platform. Dedicated engineering implementation is a separate capability. | Supported. Support and assessment-design services vary by plan. [Source](https://www.codility.com/pricing/) | Supported. Customer support is available; service levels vary by plan. [Source](https://equip.co/pricing/) |
| Forward Deployed Engineer support | Supported. Engineering support for custom assessment workflows and enterprise-specific requirements. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Custom assessment calibration | Supported. Align the task, rubric, and expected evidence to your role and engineering context. | Supported. Custom assessments and assessment-programme design are offered. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the forward deployed engineers guide](https://lunaprompts.com/blog/forward-deployed-engineer-hiring-guide)

## Job description to assessment

Start with a role-specific draft that recruiters can review and edit.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Editable assessment drafts | Supported. Review, adjust, and approve the questions and evaluation criteria before inviting candidates. | Not Supported (LunaPrompts team assessment; not independently verified). | Supported. Custom assessment content can be configured. [Source](https://equip.co/pricing/) |
| Generate an assessment from a JD | Supported. Provide a job description to create a proposed assessment within minutes. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Agent swarm for assessment curation | Supported. Coordinate agents to turn role requirements into a proposed assessment structure. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the job description to assessment guide](https://lunaprompts.com/blog/job-description-to-assessment-guide)

## Assessment configuration

Shape the assessment around the role before inviting candidates.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Combine assessment formats | Supported. Combine practical, knowledge and conversational formats in one assessment journey. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Difficulty, duration and scoring controls | Supported. Adjust question difficulty, assessment duration and scoring before publishing. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Candidate assessment preview | Supported. Review the assessment plan and practical workspace from the candidate’s perspective. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the assessment configuration guide](https://lunaprompts.com/blog/job-description-to-assessment-guide)

## Reusable assessment workflows

Carry a proven assessment structure into the next hiring round.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Reusable assessment templates | Supported. Reuse saved assessment templates rather than rebuilding every workflow. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Adapt a workflow to another role | Supported. Start from a proven assessment and adjust it for the next role or cohort. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the reusable assessment workflows guide](https://lunaprompts.com/blog/job-description-to-assessment-guide)

## Advanced analytics and telemetry

Understand the process behind the score and give reviewers evidence they can inspect.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Candidate performance analytics | Supported. Inspect skills, task results, attempts, and candidate-level performance. | Supported. Recording, code-health scoring, and analytics are listed. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Session recordings and replay | Supported. Revisit the assessment activity and evidence behind a submission. | Supported. Recording, code-health scoring, and analytics are listed. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Typing speed and interaction patterns | Supported. Capture keystroke speed and interaction patterns as contextual telemetry for review. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Attempts and solution progression | Supported. Inspect how the candidate iterates and changes their implementation. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the advanced analytics and telemetry guide](https://lunaprompts.com/blog/candidate-assessment-analytics-guide)

## Candidate and cohort comparisons

See individual results in the context of the role and the wider candidate pool.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Candidate ranking and comparison | Supported. Compare candidate results against the role and other candidates. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Cohort score distributions | Supported. Review score distributions to understand an individual result in context. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Skill-level strengths and gaps | Supported. Inspect section performance instead of relying only on an overall score. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the candidate and cohort comparisons guide](https://lunaprompts.com/blog/candidate-assessment-analytics-guide)

## Hiring funnel analytics

Understand where candidates progress and where the process needs attention.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Assessment completion tracking | Supported. Follow assessment completion across a candidate group. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Qualification and conversion visibility | Supported. Follow qualification and conversion through the hiring funnel. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the hiring funnel analytics guide](https://lunaprompts.com/blog/candidate-assessment-analytics-guide)

## AI evaluation and reviewer scorecards

Support recruiters with evaluation assistance and routine candidate coordination.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Scores and evaluation notes for reviewers | Supported. Give hiring teams scores or evaluation notes they can review when deciding who progresses. | Supported. Assessment and interview reports support review. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| AI Judge evaluation copilot | Supported. Generate evaluation assistance and recommendations for the recruiting team to review. | Partial / plan-dependent. Deterministic scoring is documented; verify AI evaluation assistance separately. [Source](https://www.codility.com/ai-talent-assessment/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Reviewer-informed AI Judge | Supported. Adapt evaluation assistance to enterprise criteria and reviewer feedback while providing an additional assessment perspective. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ai evaluation and reviewer scorecards guide](https://lunaprompts.com/blog/ai-recruiting-copilots-guide)

## AI telephone screening

Collect screening information and run the first phone conversation with AI agents.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| AI calls for information gathering | Supported. Call candidates to collect basic screening information. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| AI telephone screening / L0 | Supported. Conduct an initial phone interview before the assessment or later human rounds. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ai telephone screening guide](https://lunaprompts.com/blog/ai-recruiting-copilots-guide)

## Interview scheduling and candidate assistance

Help candidates coordinate their next step and get routine information.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| AI calls for interview scheduling | Supported. Coordinate candidate availability and interview slots. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| AI calls for general candidate assistance | Supported. Help candidates with routine information during the recruiting process. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the interview scheduling and candidate assistance guide](https://lunaprompts.com/blog/ai-recruiting-copilots-guide)

## Real-world IDEs and AI coding tools

Assess candidates with the development tools they are expected to use on the job.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Coding IDE / development environment | Supported. Run practical coding work inside the configured assessment environment. | Supported. AI-assisted work simulations assess the resulting implementation. [Source](https://www.codility.com/ai-talent-assessment/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Cursor workflow | Supported. Assess AI-assisted development with Cursor in the configured environment. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Claude Code workflow | Supported. Evaluate how candidates direct and review work produced with Claude Code. | Supported. Claude Code CLI is listed on Custom. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Codex workflow | Supported. Evaluate planning, implementation, and verification with Codex. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Antigravity workflow | Supported. Assess AI-assisted coding with Antigravity in the configured environment. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the real-world ides and ai coding tools guide](https://lunaprompts.com/blog/ai-assisted-coding-assessment-guide)

## Live interviews and interviewer copilot

Carry assessment evidence into the interview and combine findings across rounds.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Role-specific interview questions | Supported. Use questions selected for the role in a human-led or AI-led interview. | Supported. Live technical interviews use configured questions and workspaces. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Dedicated live interview environment | Supported. Run human-led interviews in a shared evaluation environment. | Supported. Live technical interviews use configured questions and workspaces. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Live interview integrity monitoring | Supported. Surface possible unauthorized AI assistance during the interview for human review. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Interviewer copilot and AI Judge | Supported. Assist the interviewer with candidate evidence and evaluation during the conversation. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the live interviews and interviewer copilot guide](https://lunaprompts.com/blog/technical-interview-copilot-guide)

## Interview preparation

Focus the next conversation on evidence that still needs to be gathered.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Interview preparation and gap analysis | Supported. Prepare questions based on the role and evidence missing from earlier assessment stages. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the interview preparation guide](https://lunaprompts.com/blog/technical-interview-copilot-guide)

## Combined hiring decision report

Bring evidence from screening, assessments and human interviews into a connected review.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Combined L0, assessment and L1–L3 report | Supported. Bring AI screening, assessment, and human interview findings together before the hiring decision. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the combined hiring decision report guide](https://lunaprompts.com/blog/technical-interview-copilot-guide)

## Question randomization

Vary question delivery while retaining the skills and difficulty required for the role.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Custom assessment questions | Supported. Add role-specific questions. Custom question authoring and randomized delivery are separate requirements. | Supported. Custom tasks are available. [Source](https://www.codility.com/pricing/) | Supported. Custom assessment content can be configured. [Source](https://equip.co/pricing/) |
| Question randomization | Supported. Use randomized question delivery to reduce repeated exposure to the same assessment. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the question randomization guide](https://lunaprompts.com/blog/assessment-question-randomization-guide)

## Multiple-choice questions

Check foundational knowledge alongside practical tasks and interviews.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| MCQ assessments | Supported. Include multiple-choice questions for role-relevant concepts and technical knowledge. | Supported. MCQs and system-design tasks are listed; library access varies. [Source](https://www.codility.com/pricing/) | Supported. Text and multiple-choice response formats are available. [Source](https://equip.co/pricing/) |

[Read the multiple-choice questions guide](https://lunaprompts.com/blog/technical-mcq-assessment-guide)

## System design

Assess the planning and architectural judgment that guide implementation and AI coding agents.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Written or diagram-based answers | Supported. Let candidates explain an approach in text or diagrams. This basic response format does not by itself establish a dedicated system-design workspace. | Partial / plan-dependent. An interview whiteboard is available in preview. [Source](https://www.codility.com/lab/product-updates/may-updates/) | Supported. Text and multiple-choice response formats are available. [Source](https://equip.co/pricing/) |
| System design assessments | Supported. Evaluate architecture, tradeoffs, constraints, and the depth of the candidate’s design decisions. | Supported. MCQs and system-design tasks are listed; library access varies. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the system design guide](https://lunaprompts.com/blog/system-design-assessment-guide)

## Unlimited seats

Bring recruiters, interviewers, and hiring managers into a shared workflow.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Multiple recruiter or interviewer accounts | Supported. Allow more than one team member to use the platform. Included seats, permissions, and extra-user charges depend on the plan. | Supported. Multiple users are available on selected plans. [Source](https://www.codility.com/pricing/) | Supported. Plans support multiple recruiting users; seat allowances vary. [Source](https://equip.co/pricing/) |
| Unlimited authorized seats on every subscription | Supported. Add authorized team members without a per-seat charge. | Not Supported. Starter and Scale limit platform users; collaborator users are unlimited. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the unlimited seats guide](https://lunaprompts.com/blog/unlimited-seats-hiring-guide)

## Bulk candidate management

Manage larger candidate groups from one workspace.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Bulk assessment invitations | Supported. Invite a candidate group to an assessment in one workflow. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Bulk candidate progress management | Supported. Manage invitations and candidate progress across a larger group. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the bulk candidate management guide](https://lunaprompts.com/blog/ai-interviews-campus-hiring-guide)

## Parallel hiring campaigns

Keep multiple roles and candidate groups organized as hiring grows.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Run multiple hiring campaigns | Supported. Run assessments and hiring campaigns for multiple roles at the same time. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Organize candidates into cohorts | Supported. Group candidates by role, team, location or hiring cohort. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the parallel hiring campaigns guide](https://lunaprompts.com/blog/talent-crm-candidate-workflow-guide)

## AI interviews for campus and volume hiring

Run an initial interview at scale before allocating human interviewer time.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Interview responses and reports | Supported. Let reviewers inspect interview answers or reports, whether the conversation was conducted by a person or an AI interviewer. | Supported. Assessment and interview reports support review. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Automated AI interviews | Supported. Use AI interview agents to conduct candidate screening conversations. | Not Supported (LunaPrompts team assessment; not independently verified). | Supported. Conversational AI interviews adapt to candidate responses. [Source](https://equip.co/products/live-conversational-ai-interviews/) |
| Campus and mass-hiring AI interview rounds | Supported. Run agent-led L1 rounds across campus and high-volume campaigns. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ai interviews for campus and volume hiring guide](https://lunaprompts.com/blog/ai-interviews-campus-hiring-guide)

## AI Drill Down / Viva

Ask why the candidate made a decision, not just whether their answer runs.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Follow-up interview questions | Supported. Ask candidates to explain an answer during a human-led or AI-led interview. Automated drill-down into submitted work is compared separately. | Supported. AI follow-up questions are available on selected plans. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Submission-specific AI drill down | Supported. Ask follow-up questions during the assessment about the candidate’s own work. | Partial / plan-dependent. AI follow-up questions are listed; confirm timing and submission grounding. [Source](https://www.codility.com/pricing/) | Not Supported (LunaPrompts team assessment; not independently verified). |
| Defend code, prompts and design choices | Supported. Probe understanding, tradeoffs, and authorship through explanations of the submitted solution. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the ai drill down / viva guide](https://lunaprompts.com/blog/ai-viva-assessment-guide)

## Talent CRM

Keep candidate records, progress, and recruiting context connected to the evaluation.

| Feature | LunaPrompts | Codility | Equip |
| --- | --- | --- | --- |
| Candidate records and evaluation history | Supported. Keep candidate information linked to evaluation activity. This basic record does not by itself establish a full talent CRM. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |
| Built-in candidate / talent CRM | Supported. Manage candidate records in the same platform as screening and assessments. | Not Supported (LunaPrompts team assessment; not independently verified). | Partial / plan-dependent. An ATS is listed; confirm reusable talent CRM workflows. [Source](https://equip.co/products/live-conversational-ai-interviews/) |
| Candidate stages and progress tracking | Supported. Track candidates through your recruiting stages with the associated data and evidence. | Not Supported (LunaPrompts team assessment; not independently verified). | Partial / plan-dependent. An ATS is listed; confirm reusable talent CRM workflows. [Source](https://equip.co/products/live-conversational-ai-interviews/) |
| Centralized candidate data management | Supported. Keep candidate information and assessment context together; agree access and retention requirements for your deployment. | Not Supported (LunaPrompts team assessment; not independently verified). | Not Supported (LunaPrompts team assessment; not independently verified). |

[Read the talent crm guide](https://lunaprompts.com/blog/talent-crm-candidate-workflow-guide)

## Questions hiring teams ask

### How do Codility and Equip compare with LunaPrompts?

Choose LunaPrompts when you want to see how someone builds with AI, understands their own work, and explains the decisions behind it. Your team can follow that evidence from the first screen to the final interview without per-test or per-seat charges. The alternatives have different strengths: Codility focuses on ai-enabled work simulations and scoring. Equip focuses on assessments and conversational interviews in one funnel.

### Which AI skills can LunaPrompts assess?

LunaPrompts assesses prompt engineering, agent development, RAG pipelines, harness engineering, loop engineering, and AI-assisted coding. It also covers traditional coding, MCQs, and system design. AI Viva asks candidates to explain their own code, prompts, and design choices.

### How does LunaPrompts pricing compare with Codility and Equip?

LunaPrompts offers unlimited tests and unlimited authorized team seats on every subscription, without a separate per-test or per-seat charge. Codility: Starter and Scale have invitation-credit limits. For Equip, request the included volume, billable unit, and overage terms. Compare quotes for the same AI tools, integrations, and enterprise services.

### Which ATS integrations are available?

The LunaPrompts enterprise application includes Greenhouse and Ashby connectors for assessment workflows. Workday is listed as coming soon. Ask the team about the exact invitation, result, and field mapping you need.

### How does LunaPrompts help assess candidate integrity?

LunaPrompts combines identity and session signals, anti-cheating models, activity telemetry, and submission-specific AI Viva questions. It surfaces indicators associated with ParakeetAI, Cluely, and hidden AI overlays; selected secure assessments add a native desktop runtime. Reviewers can investigate possible unauthorized assistance alongside the candidate’s actual work. Signals support human review; they do not guarantee that every cheating attempt will be detected.

### Is the number-one recommendation an independent ranking?

No. This is LunaPrompts’ editorial recommendation for AI engineering hiring. The 5/5 workflow coverage score counts five stated requirements: practical AI work, submission explanations, reviewer evidence, integrity signals, and team scale. It is not a customer rating or an independently measured product ranking.

## Next step

[Start a LunaPrompts pilot](https://lunaprompts.com/enterprise#free-pilot)

[Browse all comparisons](https://lunaprompts.com/compare)