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Codex CLI vs langchain-code

What the data says

Codex CLI — 128,366 stars, committed 8 Oct 2026, Apache-2.0. We hold no repository for langchain-code.

Codex CLI is a CLI tool: OpenAI's lightweight terminal chat interface for code operations.

langchain-code is a CLI tool that runs in the terminal: LangChain-based coding agent for AI-assisted development.

Codex CLI and langchain-code, fact by fact

FactCodex CLIlangchain-code
Stars128,366Verified 8 Oct 2026not tracked for langchain-code
Newest commit8 Oct 20260 days old when we read itVerified 8 Oct 2026not tracked for langchain-code
Contributors477Verified 8 Oct 2026not tracked for langchain-code
LicenseApache-2.0Verified 8 Oct 2026not tracked for langchain-code
Latest stable releaserust-v0.161.0published 7 Oct 2026Verified 8 Oct 2026not tracked for langchain-code
npm downloads25,613,321 a week@openai/codexVerified 8 Oct 2026not tracked for langchain-code
Homebrew installs104,545 in 30 dayscodexVerified 8 Oct 2026not tracked for langchain-code
Repositoryopenai/codexRustVerified 8 Oct 2026not tracked for langchain-code

What our catalogue holds

These are curated rows, not readings. We state no difference between the two columns because we have not checked either of them.

Catalogue fieldCodex CLIlangchain-code
CategoryCLI ToolCLI Tool
Where it runsTerminalTerminal
Pricing string, uncheckedWrong on 43 of our 190 rows. Not a price of ours.FreeOpen Source
Vendor pagegithub.comgithub.com

What we know about Codex CLI

Codex CLI is the only agent in this set that confines itself in an OS-enforced sandbox on first run, with network access off and writes limited to the working directory.

“By default, the agent runs with network access turned off. Locally, Codex uses an OS-enforced sandbox that limits what it can touch (typically to the current workspace), plus an approval policy that controls when it must stop and ask you before acting.”

developers.openai.com/codex/sandbox

Point an agent at a repository you do not trust: in the default `workspace-write` mode Codex edits inside the working directory and must ask before touching anything outside it.

“Codex asks for approval to edit files outside the workspace or to run commands that require network access.”

developers.openai.com/codex/sandbox

Use a ChatGPT plan you already pay for instead of a second subscription, on Free, Go, Plus, Pro, Business, Edu or Enterprise.

“ChatGPT Work and Codex are included in your ChatGPT Free, Go, Plus, Pro, Business, Edu, or Enterprise plan”

developers.openai.com/codex/pricing

Stop a team from disabling its own guard rails: an administrator can forbid `approval_policy = "never"` and `sandbox_mode = "danger-full-access"` in a requirements file.

“requirements.toml (for example, disallowing approval_policy = "never" or”

developers.openai.com/codex/local-config

Subscription spend is unpredictable: the most-commented open issue, 630 comments since 2026-03-13, is that Codex burns the plan budget too fast, and a second reports the 5-hour budget gone in 2-3 prompts.

“Codex (gpt-5.5, Plus plan) — rate-limit cost per token jumped ~10-20x since June 16, draining the 5h budget in 2-3 prompts”

github.com/openai/codex

The agent cannot install a dependency until you edit the config, because the default sandbox keeps the network off.

“For the ChatGPT desktop app, Codex CLI, or IDE extension, the default workspace-write sandbox mode keeps network access turned off unless you enable it in your configuration:”

developers.openai.com/codex/sandbox

Windows is the weakest platform: an open issue with 106 comments reports the app freezing on Windows 11 Pro on hardware with resources to spare.

“Codex App frequently freezes/stutters on Windows 11 Pro despite sufficient system resources”

github.com/openai/codex

A developer who wants to run a local Ollama model should choose Crush or goose; Codex signs in with a ChatGPT account or an OpenAI API key.

“Run `codex` and select **Sign in with ChatGPT**. We recommend signing into your ChatGPT account to use Codex as part of your Plus, Pro, Business, Edu, or Enterprise plan.”

github.com/openai/codex

What Codex CLI costs

ChatGPT plans that include Codex run $0 for Free, $8 a month for Go, $20 a month for Plus, and from $100 a month for Pro.

“Plus · Power a few focused coding sessions each week. · $20 /month”

developers.openai.com/codex/pricing

The Business plan is $20 per user per month for 2 or more users billed annually, and $25 per user per month billed monthly.

“*2+ users, billed annually. $25 per user per month when billed monthly.”

developers.openai.com/codex/pricing

Full Codex CLI profile · Visit github.com

What this page does not answer

We have researched Codex CLI and we have not researched langchain-code. That means the judgments above answer for one tool and not for the other, and we publish no price for langchain-code because we have not read its pricing page. Nothing on this page about langchain-code is our opinion; there is not enough evidence yet for one.

Questions people ask

Are Codex CLI and langchain-code still maintained?
Codex CLI committed to openai/codex (main) on 8 Oct 2026. langchain-code has no repository we track. Both readings come from the default branch of each repository, on the date shown beside them.
What does Codex CLI cost?
Codex CLI: ChatGPT plans that include Codex run $0 for Free, $8 a month for Go, $20 a month for Plus, and from $100 a month for Pro. The Business plan is $20 per user per month for 2 or more users billed annually, and $25 per user per month billed monthly. langchain-code: we have not read its pricing page, so we publish no price for it. Every figure here is quoted from the vendor's own page and linked beside the claim.
Is Codex CLI or langchain-code open source?
Codex CLI's repository openai/codex reports the Apache-2.0 licence. We have not read a licence for langchain-code. We read the licence GitHub reports for the repository, which is not the same question as whether the hosted product is free.

How we check this page

  • Machine facts. Stars, contributors, the newest commit on the default branch, the licence GitHub reports and the latest stable release come from the GitHub API, and download counts from npm, PyPI, Homebrew and the VS Code Marketplace. Each value carries the day it was last confirmed, never the day this page was built. The line under each label is arithmetic on those two values.
  • Judgments. Every claim about what a tool suits, what it is bad at and what it costs is quoted from a page we read, and that page is linked beside the claim. Where there is no link, we wrote no claim.
  • Index status. Codex CLI carries claims we read, quoted and linked; langchain-code does not. So this page is offered to search engines.

Related comparisons

Pairs we can answer for come first.

Profiles for the tools named here