Claude Code vs Devin vs OpenAI Codex: Two Weeks Running the Same Tasks Through Three AI Coding Agents

Comparison of Claude Code, Devin, and OpenAI Codex AI coding agent tools


Claude Code, Devin, and OpenAI Codex are the three AI coding agents developers actually compare when deciding how much of their workflow to hand off to an autonomous assistant, and after two weeks running the same set of tasks — a mid-size refactor, a failing test suite, and a new feature branch — through all three, the differences turned out to be more about working philosophy than raw capability. One important caveat before the comparison: pricing and plan names in this category have changed multiple times in 2026 alone for all three products, so treat the numbers below as a snapshot and check each vendor's live pricing page before budgeting.

These three also aren't quite solving the same problem. Claude Code is a terminal-first agent that works alongside you in your existing environment. Devin is built to run more autonomously in its own cloud sandbox, planning and executing multi-step tasks with less supervision. Codex is OpenAI's coding agent bundled inside ChatGPT, spanning CLI, web, and IDE surfaces under one subscription you may already be paying for.

Quick Comparison Table

Feature Claude Code (Anthropic) Devin (Cognition) OpenAI Codex
Entry price $20/mo (Pro), included with Claude subscription Free tier (Desktop only) / $20/mo (Pro) Free tier / $8/mo (Go) / $20/mo (Plus)
Heavier tiers Max 5x $100/mo, Max 20x $200/mo Team $80/seat, Max $200/mo Pro $200/mo, Business/Enterprise custom
Working style Terminal/CLI-first, works in your existing repo and shell Autonomous cloud sandbox, async task delegation CLI, web, IDE extension, and mobile — same ChatGPT account
Context window 1M tokens (GA March 2026) Varies by underlying model configuration Varies by selected model tier
Billing unit Subscription tiers or per-token API Subscription + usage credits above quota Subscription with shared usage allowance, or API key
Best fit Deep, interactive work inside an existing large codebase Delegating clearly-scoped, well-defined tasks async Developers already inside the ChatGPT/OpenAI ecosystem

Claude Code: The Deepest Fit for Working Inside an Existing Codebase

Claude Code's biggest advantage in testing was context. With a 1M token context window (generally available since March 2026), it comfortably held an entire mid-size monorepo — source files, tests, and documentation — without the constant re-fetching or summarizing that smaller-context tools need. For a large refactor spanning a dozen files, that translated into fewer moments where I had to manually re-explain something the agent had "forgotten."

Pricing is straightforward relative to the other two: Pro at $20/month covers focused daily sessions, Max 5x at $100/month and Max 20x at $200/month scale up for heavier agentic use, and Team/Enterprise plans exist for organizations (Claude Code specifically requires the $100/seat Premium tier on Team plans, not the base $20 seat). For automation or highly variable workloads, pay-per-token API access is also available, currently priced at $2/$10 per million input/output tokens for Sonnet 5. The trade-off is that Claude Code is fundamentally an interactive tool — it works best with you steering from the terminal, not as a background service you assign a ticket to and walk away from.

Devin: Built for Autonomy, Best for Clearly-Scoped Delegation

Devin's pitch is different: hand off a well-defined task and let it run in its own cloud environment — browser, terminal, and editor included — while you do something else. In testing, this worked genuinely well for a self-contained task (fixing a specific failing test with a clear reproduction case) and noticeably less well for an ambiguous, exploratory refactor where it needed more back-and-forth clarification than the other two tools.

Cognition overhauled Devin's pricing in April 2026, retiring the old $500 Team plan and the pure ACU-metered Core tier. The current lineup is a free Devin Desktop tier (Tab completions and inline edits only, no cloud agent), Pro at $20/month, Team at $80/seat, and Max at $200/month, with usage credits above each tier's included quota. Independent testing has historically put Devin's autonomous, end-to-end task success rate in the 15–30% range depending on task complexity — meaningfully better than early versions, but a useful reminder that "autonomous" doesn't mean "hands-off for anything you throw at it."

OpenAI Codex: The Path of Least Resistance If You're Already Paying for ChatGPT

Codex's main strength is bundling — there's no separate subscription to manage. If you're already on ChatGPT Plus at $20/month, Codex access across CLI, web, IDE extension, and even the iOS app comes with it, sharing your existing usage allowance. For developers who want to try an agentic coding tool without adding a new line item, this is the lowest-friction option of the three.

The trade-off surfaced most clearly in April 2026, when OpenAI moved Codex from a simpler per-message pricing model to token-based credits — meaning two tasks that both look like "one Codex session" can consume very different amounts of your plan's allowance depending on context size and how much the agent reads before acting. In practice, this made Codex usage costs the hardest of the three to predict in advance during testing, and the cheaper Go tier ($8/month) notably lacks cloud-based task delegation, pushing most regular users toward Plus or higher.

Real Task Results

On the failing test suite task — a scoped, well-specified bug — all three tools resolved it, with Devin's async cloud approach requiring the least active supervision once the task was handed off. On the mid-size refactor spanning multiple files, Claude Code's larger context window meant fewer interruptions to re-establish context, and it produced the most consistent code style across files. On the new feature branch — the most open-ended and ambiguous of the three tasks — all tools needed meaningful human steering, and none of them functioned as true "set it and forget it" autonomous engineers for genuinely novel feature work.

Who Should Use Which

You are... Best pick
Working interactively inside a large, existing codebase daily Claude Code
Wanting to delegate clearly-scoped tasks and check back later Devin
Already paying for ChatGPT Plus and want to try agentic coding cheaply OpenAI Codex
Doing heavy, sustained agentic work and want predictable subscription tiers Claude Code (Max 5x/20x) or Devin (Team/Max)
Cost-sensitive and want the cheapest entry point to try an agent OpenAI Codex Go ($8/mo) or Devin's free Desktop tier

Frequently Asked Questions

Which of these three is the cheapest to start with?
Devin's Desktop tier and OpenAI Codex's Free tier are both free, though limited — Devin Desktop only offers Tab completions and inline edits without cloud agents, and Codex Free is a light trial tier. For genuinely useful daily use, OpenAI Codex Go at $8/month is the lowest-cost paid entry point among the three.

Is Devin really fully autonomous?
Not entirely. Independent testing has historically shown Devin resolving roughly 15-30% of tasks fully end-to-end without human intervention, depending on task complexity. It performs best on clearly scoped, well-defined tasks and still benefits from human review and course-correction on ambiguous or exploratory work.

Do I need a separate subscription for OpenAI Codex?
No. Codex is bundled into ChatGPT plans (Free, Go, Plus, Pro, Business, Enterprise) rather than sold as a standalone product. Your Codex usage draws from the same allowance as your existing ChatGPT plan, or you can authenticate with an API key for pay-per-token billing instead.

How does Claude Code's pricing work if my team needs it on a Team plan?
Claude Code requires the Premium seat tier at $100/seat/month on Team plans, not the base Standard seat at $20/seat/month, with a minimum of 5 seats. Enterprise plans offer custom pricing along with a larger context window and compliance tooling.

Which tool handles the largest codebases best?
In testing, Claude Code's 1M token context window (generally available since March 2026) handled the largest monorepo without needing to re-fetch or summarize context as often as the other two tools required during a comparable multi-file refactor task.

Why did Devin's pricing change so much in 2026?
Cognition restructured Devin's plans in April 2026, retiring the original $500/month Team plan and the pure ACU-metered Core tier in favor of Free, Pro ($20/mo), Team ($80/seat), and Max ($200/mo) tiers with usage credits layered on top. Cognition also acquired Windsurf, the AI IDE, in July 2025, consolidating its agent and editor offerings.

For official documentation, see Anthropic's Claude Code documentation, Cognition's Devin product page, and OpenAI's Codex page.

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