Claude Code Projects vs Codex vs Copilot Agent vs Jules
The layer above the coding agent
By September 2026 every major vendor can run coding agents asynchronously and in parallel. The competition has moved up a level: who coordinates those agents, what remembers their decisions, and where a developer goes to manage a body of work that outlives any single session. Anthropic’s Claude Code Projects (September 17, 2026) is the newest answer. Here is how it stacks up against OpenAI’s Codex, GitHub’s Copilot cloud agent and Google’s Jules.
| Claude Code Projects | OpenAI Codex | GitHub Copilot cloud agent | Google Jules | |
|---|---|---|---|---|
| Launched | Sep 17, 2026 (beta) | 2025; Agents API beta Sep 2026 | 2025; unified relaunch ≥ Sep 28, 2026 | 2025; $20 tier since Mar 2026 |
| Control plane | One coordinator conversation | Multi-agent workspace (Codex app) | The repository (issues, PRs, CI) | GitHub issue labelled jules |
| Parallel work | Coordinator spawns worker threads | Parallel sessions/sub-agents | Multiple isolated sessions | Multiple async tasks |
| Memory | Shared project memory across threads + library | Per-session; ChatGPT memory | Repo instructions; chat retained | Repository-level memory |
| Execution | Cloud only (local “very soon”) | Cloud sandboxes + local CLI/app | Cloud sandbox | Cloud VMs |
| Output | One branch + PR per thread | Diffs, PRs, commands | PRs tied to issues | PRs |
| Models | Claude Opus 5 / Fable 5.1 / Sonnet 5 | GPT-6 Astra, GPT-5.6 Sol | Opus/Sonnet 5, GPT-5.x, Gemini 3.6/3.7 Flash | Gemini only |
| Mobile steering | Yes | Codex mobile; ChatGPT app | GitHub Mobile (unified Sep 28) | Web |
| Price | Included in Claude Pro/Max; usage-metered | All ChatGPT plans incl. Free | Copilot plans + premium requests | Free 15 tasks/day; $20/mo; Team $50/user |
| Availability | Select Pro/Max cloud-session users; Team/Enterprise later | GA | GA | GA |
Verified September 19, 2026. Pricing from vendor pages; Jules figures include its March 2026 increase.
Claude Code Projects — the coordinator
Anthropic’s launch line is “threads do the work, Claude directs it.” A Project has a coordinator above a set of worker threads; you keep talking to the coordinator as requirements change, and it decides whether a request belongs in an existing thread or a new one. Each worker is a full Claude Code session on its own branch, returning changes as standard pull requests. An Overview panel surfaces items needing your attention, and you can steer individual threads from a phone.
What is genuinely new is shared operational memory across threads — a release date moving, a feature being dropped, a rule about who must be consulted before touching a service — plus a library of user files and Claude-created artefacts. Each Project can have its own cloud environment, connectors, plugins, instructions and model/effort settings for coordinator and workers.
Limits today: it is a beta for select Pro and Max subscribers using cloud sessions; threads are cloud-only and cannot see local files or your internal network; and because a Project runs several full sessions at once it burns through usage limits faster. There is no separate price. (Do not confuse it with the older Claude Projects workspace from June 2024, which groups chats and files but does not coordinate work.)
OpenAI Codex — the widest reach
Codex is available on every ChatGPT plan, including Free, as a cloud agent in isolated sandboxes, a local CLI and a desktop app that operates as a multi-agent workspace for running several agents in parallel with isolated changes. GPT-6 Astra has been in Codex since early September 2026; GPT-5.5 retires from Codex on October 14, 2026. The Agents API entered public beta in September 2026, exposing the same harness — session management, context compression, error recovery, sub-agent delegation — to developers.
Strength: availability, price and an API. Weakness: no explicit coordinator with cross-session memory; you are the scheduler. Mid-September brought user reports of capacity errors when running many parallel sessions, and Codex users must be on 0.146.0+ for the Plugin4Shell fix.
GitHub Copilot cloud agent — the repository-native one
GitHub’s agent lives where the work already is: assign it an issue, it opens a PR, CI runs, reviewers comment, it iterates. From September 28, 2026 Copilot Chat on github.com, GitHub Mobile and the cloud agent merge into a single unified Copilot experience under one policy, with the cloud agent moving to a faster sandbox. GitHub said on September 16 that the agent runtime was rewritten in more than 800,000 lines of Rust, largely by AI agents. Model line-up churns fast: Opus/Sonnet 4.x and Gemini 3.1 Pro were retired September 1, replaced by Opus/Sonnet 5 and Gemini 3.6/3.7 Flash; more deprecations land October 19.
Strength: zero new control plane if GitHub already is yours; enterprise admin dashboards and usage APIs (September 17). Weakness: Copilot is the one agent still unpatched against Plugin4Shell as of September 19, 2026, and its coordination is per-issue, not per-initiative.
Google Jules — the backlog clearer
Jules clones your repo into a cloud VM, works an issue you labelled jules, runs tests and opens a PR; since September 2025 it reads review comments and pushes follow-up commits. It keeps repository-level memory so later tasks inherit preferences. Pricing: 15 free tasks a day, $20/month individual, $50 per user/month Team. It uses Gemini models only.
Strength: cheapest, simplest way to burn down small issues without touching your terminal. Weakness: no coordinator, no cross-repo work, and periodic doubts about its roadmap after it went unmentioned at Google I/O 2026 while Google pushes Antigravity as its developer platform.
Where each one puts the control plane
- Anthropic: one continuing conversation coordinates many sessions, with shared memory — best for initiatives that span repos and weeks.
- OpenAI: a workspace of parallel agents plus an API — best for reach and building your own orchestration.
- GitHub: the repository — best when issues/PRs/CI are already how your team thinks.
- Google: the issue — best for asynchronous, low-touch chores.
Recommendation
- Solo developer on Claude Max with a long-running side project: Claude Code Projects, once you have access; it is the only tool here that remembers the plan for you.
- Team living in GitHub: Copilot cloud agent after the September 28 relaunch — but hold marketplace plugins until Microsoft ships the Plugin4Shell fix.
- Need a free tier, an API, or GPT-6 Astra: Codex.
- Backlog of small issues, tiny budget: Jules.
Whichever you choose, the primitives are converging — parallel execution, isolated environments, memory, human intervention. The durable difference is where you go to think about the work.