
Claude Code vs Claude Cowork Comparison
Deep dive on Claude Code vs Cowork mentioned in the platform reviews.
Guide
Duet

An AI agent platform is a tool that lets developers and technical teams build, deploy, and run autonomous AI agents — software that executes multi-step tasks, writes and reviews code, and operates independently without step-by-step prompting. Unlike no-code AI builders, coding agent platforms are designed for engineers who want AI that works inside their development workflow.
A GitHub Copilot productivity study (InfoQ, 2024) across three RCTs with 4,000+ developers found a 26% improvement in PR throughput. Yet nearly all top search results cover no-code builders, not developer-grade platforms. This guide covers ten developer-grade platforms, ranked by use-case fit. For the CLI agent three-way comparison, see our full Claude Code vs Cursor vs Codex comparison.
An AI coding agent is an AI agent specialized for software development tasks: writing code, reviewing PRs, debugging, running tests, and managing deployment pipelines — typically integrated into a developer's IDE or cloud workspace.
No-code builders like Zapier, Lovable, and n8n let non-technical users create workflows through visual interfaces without touching a codebase. AI coding agents are different — they work inside your actual files, terminal, and version control.
A tool handles one job: autocomplete, linting, or code review. An AI agent platform is a complete execution environment — memory, integrations, scheduling, and team collaboration — where the agent operates independently of whether you're at your keyboard.
Not all platforms serve the same team or phase of work. The table below shows the key dimensions at a glance; detailed reviews follow.
| Platform | Runs where | Best for | Free tier? | Team features | Ongoing tasks? | Pricing from |
|---|---|---|---|---|---|---|
| Duet | Cloud (dedicated) | Cloud-native teams | ✅ $10 trial | Full shared workspace | ✅ Core feature | Usage-based |
| Cursor | Local (your machine) | Solo devs (IDE-native) | ✅ Yes | Shared billing + rules | ❌ No | Free / $20/mo |
| Devin | Cloud | Engineering teams | ✅ Yes | Via Slack/Linear/GitHub | ✅ Automations | Free / $20/mo |
| Claude Code | Hybrid (local exec) | Individual developers | ❌ (Pro $20/mo) | Limited | ⚠️ Limited | $20/mo |
| OpenAI Codex | Cloud | OpenAI ecosystem teams | ✅ (Plus $20/mo) | Via Skills | ✅ Automations | $20/mo |
| Factory | Cloud / Hybrid | Compliance-sensitive teams | ❌ ($20/mo) | Via integrations | ✅ Yes | $20/mo |
| Lovable | Cloud | Non-technical founders | ✅ Yes | Basic | ❌ No | Free / $25/mo |
| Replit Agent | Cloud | Beginners / no-code | ✅ Yes | Basic | ⚠️ Partial | Free / $25/mo |
| v0 | Cloud | Frontend/React devs | ✅ Yes | Team plan | ❌ No | Free / $30/user/mo |
| MGX (Atoms) | Cloud | Non-technical entrepreneurs | ✅ Yes | Minimal | ⚠️ Partial | Free / $20/mo |
For the Claude Code vs Cursor vs Codex head-to-head, see our full Claude Code vs Cursor vs Codex comparison.
The right AI agent platform depends on how you actually work, not feature counts. We scored each platform on nine criteria.
1. Execution environment. Local vs. cloud vs. hybrid — and whether the agent keeps working when your laptop closes. This axis alone eliminates several platforms for team-scale use.
2. Ongoing operations. Scheduled tasks, crons, and event-driven automations after the build phase. Most platforms don't support this; a few make it their primary value.
3. Team collaboration model. Shared workspace vs. integrations-only vs. individual tool — genuinely different architectures, not just billing variations.
4. Technical barrier to entry. Developer-grade, some technical, or truly non-technical — we matched each platform's friction to its stated audience.
5. Pricing transparency. Published pricing vs. "contact us" gates. Opacity is a signal as much as a friction point.
6. Model flexibility. Multi-model with model-agnostic token pricing vs. single-vendor lock-in. Platform markup on tokens compounds at scale.
7. Code and data ownership. Where code lives at rest and in transit, Zero Data Retention availability, on-premise options per tier.
8. Integration depth. Engineering integrations (GitHub, CI/CD, ai code review tools), business integrations (email, CRM, Slack), and deployment integrations (Vercel, hosting) each serve different teams differently.
9. Autonomy level. Interactive assistant (saves minutes) vs. autonomous agent (saves hours). A 2025 RCT on experienced developer productivity (arXiv) found measurable gains from frontier tools on well-defined tasks — autonomy level determines how those gains compound.
Each platform earns its ranking by being the right fit for a specific use case. Duet leads for cloud-native team work; the rest are ordered by developer mindshare and use-case clarity.
Duet is the only platform on this list where the agent doesn't stop working when you close your laptop. Every team gets a private, dedicated cloud server with a persistent, always-on AI teammate: filesystem, memory, cron scheduler, 10K+ integrations, and a shared workspace where humans and AI collaborate in the same channels.
The core frame is Build AND Run. Every other tool helps you ship something. Duet keeps running the business after you do — email triage, support routing, weekly reports, and deployment monitoring all run automatically, 24/7, with no human trigger required.
Because it operates in shared channels rather than a private assistant window, every team member sees what the AI is doing and can intervene. Non-engineering teammates benefit directly, not just developers.
Strengths:
Weaknesses:
Pricing: Free trial ($10 in credits, no credit card). Usage-based at token cost — no platform markup. Enterprise: custom. See pricing at duet.so →
Cursor is a VS Code fork with AI at every layer — Agent mode traverses codebases autonomously, and a proprietary Tab model predicts full diffs before standard API latency allows. It leads by developer mindshare: NVIDIA (40,000 engineers), Stripe, and much of the YC portfolio.
Strengths:
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Pricing: Free (Hobby). Pro: $20/mo. Pro+/Ultra: ~$40/mo / ~$200/mo (approximate; verify at cursor.com/pricing). Teams Standard: $40/user/mo.
Devin is a fully autonomous, cloud-hosted software engineer: assign a task via Slack, GitHub, or Linear and it plans, codes, tests, and opens a PR without hand-holding. The Nubank case (6M-line codebase migration at 12× efficiency) is the canonical proof point.
Strengths:
Weaknesses:
Pricing: Free. Pro: $20/mo. Max: $200/mo. Teams: $80/mo + $40/seat. Enterprise: custom. devin.ai/pricing
Run this in your own business.
Hire Duet — your always-on AI hire that runs every workflow.
Claude Code is Anthropic's terminal-native coding agent — available in terminal, VS Code, JetBrains, desktop, Slack, and mobile. Claude Opus 4.8 powers the reasoning, and the "phone-to-PR" workflow (describe a task on mobile, return to a finished PR) is its headline capability.
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Weaknesses:
Pricing: Pro: $20/mo ($17/mo annual). Max 5×: $100/mo. Max 20×: $200/mo. claude.com/pricing
This is the 2025 Codex product — a cloud-native coding agent via desktop app and CLI, not the deprecated 2021 Codex API. Cloud worktrees enable multiple agents running simultaneously on separate tasks, no local machine required. See Codex vs Claude Code head-to-head if you're deciding between the two.
Strengths:
Weaknesses:
Pricing: Go: $8/mo. Plus: $20/mo (expanded Codex access). Business: $20/user/mo (annual) / $25/user/mo (monthly). Pro: $100/mo. Enterprise: custom. openai.com/chatgpt/pricing
Factory's "Droid" agents each have a persistent cloud computer — not a sandbox that resets per session — so tools, memory, and history survive. On-premise deployment is available below enterprise tier (Plus+) and Teams plans include contractual Zero Data Retention, rare at this price point.
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Pricing: Pro: $20/mo. Plus: $100/mo (Droid Computers). Max: $200/mo. Teams: custom. Enterprise: custom with on-premise. factory.ai/pricing
Lovable builds React + Supabase apps from a text description in real time — no terminal, no setup, one-click deploy. Built for founders who need a working product without learning a stack.
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Pricing: Free (30 credits/mo). Pro: $25/mo. Business: $50/mo (SSO, team workspace). Enterprise: custom. lovable.dev/pricing
Replit Agent is entirely browser-based: describe an app or upload a screenshot and Replit selects the stack, builds, and deploys — zero local setup. The screenshot-to-app feature differentiates it from text-only competitors.
Strengths:
Weaknesses:
Pricing: Free (Starter). Core: $25/mo (2 agents). Pro: $100/mo (10 agents). Enterprise: custom. replit.com/pricing
Run this in your own business.
Hire Duet — your always-on AI hire that runs every workflow.
v0 is Vercel's AI UI generator: production-ready React/Next.js with Tailwind CSS — real component architecture and idiomatic conventions, not throwaway prototypes. Design Mode bridges visual editing and code; one-click deploy to Vercel closes the loop.
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Pricing: Free ($5/mo credit, 7 messages/day). Team: $30/user/mo. Business: $100/user/mo (training opt-out). Enterprise: custom. v0.dev/pricing
MGX rebranded to Atoms (atoms.dev) mid-2025; both names remain in circulation. Atoms deploys a multi-agent team — researcher, architect, PM, engineer, SEO specialist, ads agent — collaborating from idea through launch. No other platform here makes SEO and paid acquisition first-class agent roles.
Strengths:
Weaknesses:
Pricing: Free (25 credits/mo). Pro: $20/mo ($15.80/mo annual, 100 credits/mo). Max: $100/mo (500 credits/mo + Race mode). atoms.dev/pricing
The best AI agent platform depends on what your team actually needs to accomplish. Here's the direct answer for each common scenario.
| Use Case | Best Pick | Why |
|---|---|---|
| Solo indie dev | Cursor | Best IDE integration, largest community, free tier |
| Startup team (2–10 people) | Duet + Cursor | Duet for ops/automation, Cursor for coding — complementary, not competing |
| Non-technical founder | Lovable | No code required; full-stack app in hours |
| Enterprise engineering team | Devin | Proven at scale, Slack/Linear/GitHub integrations, fleet support |
| Design/UI-focused work | v0 | Production-ready React + Tailwind; Design Mode; Vercel deploy |
| Autonomous ongoing tasks | Duet | Only platform where ongoing ops is the primary value proposition |
The right AI agent development platform fits how your team works. Answer these five questions before signing up.
1. Do you need the agent to keep working after you log off? Local-first tools like Cursor and default Claude Code won't work for always-on use. Duet, Devin, OpenAI Codex, and Factory offer genuine background and scheduled execution — this question eliminates half the list.
2. Is this an individual tool or a team workspace? A shared-workspace model is fundamentally different from isolated agents on individual machines. See rolling out Claude Code across your team for a reference point on what team adoption actually requires.
3. What's the technical level of your primary user? Developers → Cursor, Claude Code, Factory. Mixed teams → Duet. Non-technical founders → Lovable, Replit Agent, MGX/Atoms. No feature list overcomes a tool-audience mismatch.
4. Do you have compliance or data privacy requirements? Factory (Teams+) and Devin (Enterprise) offer Zero Data Retention; Factory Enterprise adds on-premise. Identify this requirement before you scale past easy-migration territory.
5. What does AI agent work look like — build or run? Most platforms stop at delivery. Duet, Devin, and OpenAI Codex also handle ongoing operations. Teams using AI for sustained operational work saw a 31.8% improvement in PR close time in 2025 (arXiv). Be clear about which mode you need.
Run this in your own business.
Hire Duet — your always-on AI hire that runs every workflow.
Last updated: June 2026. Pricing and features change frequently — verify directly with each platform before purchasing.

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