LockedIn AI vs Cognition AI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionLockedIn AICognition AI
PricingFreemium (paid plans require contact)Freemium (enterprise, contact for pricing)
Primary UseReal-time AI copilot for interview prep & meetingsAutonomous software engineering for enterprise production code
Key FeaturesReal-time answer delivery, coding copilot, Duo remote assist, stealth mode, performance reportsAutonomous planning & PR creation, FrontierCode evaluation, Auto-Triage, Devin Desktop
Target UsersJob seekers, software engineers interviewing, remote workersEnterprise engineering teams, Fortune 500 companies
IntegrationsHireVue, CodeSignal, HackerRank, Microsoft Teams, Zoom, Google Meet, VS Code, CursorGitHub, Slack, Windsurf IDE, Android Emulator, Windows VM, VS Code, Jira, Linear, Datadog

Cognition AI's Devin is a heavy-duty autonomous engineer for enterprises needing to ship production code at scale, backed by a $10M guarantee and features like FrontierCode and security swarm. LockedIn AI is a focused interview copilot for job seekers who want real-time help during technical screens. Your choice depends on whether you're building code or getting hired.

LockedIn AI
LockedIn AI

LockedIn AI is a real-time interview copilot that listens to your call and feeds you answers, code help, and human-assisted coaching during the session.

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Cognition AI
Cognition AI

Cognition builds Devin, an autonomous AI software engineer that plans, codes, tests, and ships merge-ready pull requests inside your

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Pricing
Freemium
Contact Sales
Plans
$0
See in-app
See in-app
Contact sales
Popularity
2 views
7.3k views
Skill Level
Intermediate
Advanced
API Available
Platforms
DesktopWebMobile
WebDesktopAPICLI
Categories
💼 Resume, Career & Interview Prep👥 Meeting Assistants & Notetakers
🛠️ Autonomous Coding Agents
Features
Real-time AI answer delivery during interviews and meetings
Coding Copilot for algorithm breakdowns, follow-ups, and live debug help
Online Assessment support for HireVue, CodeSignal, HackerRank, and more
Duo remote assist: a trusted helper sends live hints and hands-on guidance
Voice-to-text coaching from your Duo helper during the session
Hands-on assist with one-tap consent so the helper can steer
Real-time web search built into answers
Stealth background mode runs with no persistent system interface
Always-on-top overlay keeps assistance visible over your active window
Customizable keyboard shortcuts for mouse-free activation
VS Code integration: Send to Copilot (Ctrl/Cmd+Alt+L) and Add to Context (Ctrl/Cmd+Alt+K)
Cursor integration with the same editor shortcut pair
Post-session performance report with scores and competency scoring
Multilingual support with accent recognition across 42 languages
Auto-detects interview calls and starts coaching
Autonomous planning, coding, testing, and pull request creation inside your repo
SWE-2 coding model launched September 10, 2026 with multiple effort levels
SWE-1.7 coding model (July 2026) positioned as frontier intelligence at lower cost
Fusion harness for the Fable and Astra models, shipping in Devin Desktop and CLI
Vendor claim of up to 39% higher efficiency on major coding benchmarks with Fusion
FrontierCode 1.1 benchmark scoring whether code is merge-worthy, not just test-passing
FrontierCode rubrics covering correctness, test quality, scope discipline, style, and codebase standards
Auto-Triage for monitored bugs with automated fix pull requests
Security Vulnerability Remediation Program for clearing backlog findings
Session persistence so long jobs survive restarts instead of starting over
Scheduled Sessions that maintain state across recurring runs
Auto-fixes for review comments on open pull requests
Embedded IDE you can take over, plus an interactive browser Devin drives itself
Devin for Terminal CLI with /handoff to cloud Devin
Native Windows VMs for cross-platform builds and testing
Integrations
HireVue
CodeSignal
HackerRank
Microsoft Teams
Zoom
Google Meet
VS Code
Cursor
Slack
GitHub
GitLab
Bitbucket
Linear
Jira
Databricks
MongoDB
PagerDuty
Windsurf IDE

What real users say: LockedIn AI vs Cognition AI

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

LockedIn AI

6 mentions across 4 sources · 25% positive — critical (averaged across 4 sources)

Reddit, Hacker News, Product Hunt, Lemmy

What users praise

  • • Real-time answers with 116ms speed feel nearly instantaneous.
  • • Stealth mode runs invisibly even during screen sharing.
  • • Supports 50+ languages, broad accessibility.
  • • Code Copilot integrates with VS Code and Cursor.

What frustrates them

  • • Primarily marketed as a cheating tool, not legitimate aid.
  • • Ethical concerns dominate community discourse.
  • • Risk of reputation damage if discovered using it.
  • • Violates interview policies of most companies.

Researched Jul 2, 2026

Cognition AI

50 mentions across 3 sources · 43% positive — mixed (averaged across 3 sources)

Hacker News, Bluesky, Lemmy

What users praise

  • • End-to-end autonomous planning, coding, and PR creation for enterprise teams.
  • • FrontierCode evaluation ensures merge-worthy code output.
  • • Auto-Triage automates bug monitoring and fix PRs.
  • • Native Windows VM and Android emulator support for cross-platform testing.

What frustrates them

  • • Community feedback is almost nonexistent — little proof of reliability.
  • • Critics question the $10B valuation given unproven adoption.
  • • Political ties to Peter Thiel may deter some users.
  • • Limited transparency on actual customer success stories.

Researched Jul 16, 2026

Who should pick which

  • Enterprise Engineering Team Lead
    Pick: Cognition AI

    Devin autonomously handles multi-step tasks like bug triage, legacy modernization, and cross-platform builds, with integrations for GitHub, Jira, and Slack. The $10M guarantee and security swarm make it ideal for large codebases.

  • Software Engineer Interviewing at Top Tech
    Pick: LockedIn AI

    LockedIn provides real-time coding solutions and answers during technical interviews, supporting platforms like HireVue and CodeSignal, plus stealth mode. Its Duo feature allows live coaching from a helper.

  • Fortune 500 Company CTO
    Pick: Cognition AI

    Devin is built for enterprise production code, with Auto-Triage for incident response, FrontierCode for code quality, and million-dollar productivity guarantee. COBOL modernization is a unique asset.

  • Remote Worker in High-Stakes Meetings
    Pick: LockedIn AI

    LockedIn listens and delivers real-time answers and coaching during Zoom, Teams, or Google Meet calls, with overlay mode for discreet assistance.

Frequently Asked Questions

LockedIn AI vs Cognition AI: which should you choose?

Cognition AI's Devin is a heavy-duty autonomous engineer for enterprises needing to ship production code at scale, backed by a $10M guarantee and features like FrontierCode and security swarm. LockedIn AI is a focused interview copilot for job seekers who want real-time help during technical screens. Your choice depends on whether you're building code or getting hired.

What does Cognition AI's Devin do that LockedIn AI cannot?

Devin autonomously plans, codes, and ships production code, including bug triage, legacy modernization (COBOL), and cross-platform builds (Windows VM, Android emulator). LockedIn focuses on real-time interview/meeting assistance, not autonomous engineering.

Can LockedIn AI help with coding interviews?

Yes, LockedIn offers a coding copilot for algorithms and debugging, integrates with VS Code and Cursor, and supports online assessments on HireVue, CodeSignal, and HackerRank.

Which tool is more suitable for individual developers?

LockedIn AI is better for individuals preparing for interviews or needing meeting coaching. Devin is enterprise-focused, though a freemium tier may exist for smaller projects.

Does Cognition AI offer a money-back guarantee?

Yes, Devin is backed by a $10M AI Productivity Guarantee, ensuring that its value exceeds cost. Details are available in their latest announcements.

What integrations does Devin have?

Devin integrates with GitHub, Slack, Windsurf IDE, Android Emulator, Windows VM, VS Code, Jira, Linear, and Datadog.

What integrations does LockedIn AI have?

LockedIn integrates with HireVue, CodeSignal, HackerRank, Microsoft Teams, Zoom, Google Meet, VS Code, and Cursor.

Is there a free version of LockedIn AI?

Yes, LockedIn offers a freemium model with a free tier. Paid plans require contacting sales, meaning no transparent pricing.

Is there a free version of Devin?

Devin has a freemium model, but detailed pricing for paid tiers is not public; likely custom for enterprises.

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Last reviewed: July 2, 2026