Agentic harness comparison
Cursor vs OpenAI Codex
Compared on where each one runs, which editors it supports, how autonomous it is, and how it bills — the four things that actually decide Cursor vs OpenAI Codex. Rankings reflect fit and trade-offs, not a single universal winner; partner links, when present, do not replace that methodology.
Details last verified October 2, 2026
Cursor
Cursor
IDE, standalone CLI and cloud agents · Hybrid
OpenAI
OpenAI Codex
Desktop, CLI, IDE and cloud · Agentic
| Specification | Cursor | OpenAI Codex |
|---|---|---|
| Vendor | ||
| Vendor | Cursor | OpenAI |
| Runs in | ||
| Runs in | IDE, standalone CLI and cloud agents | Desktop, CLI, IDE and cloud |
| Editor support | ||
| Editor support | Cursor IDE (VS Code fork), Terminal CLI beside any editor, Cloud agents (web/mobile) | Terminal beside any editor, VS Code / Cursor / Windsurf, JetBrains, Xcode, Codex desktop, Cloud |
| Autonomy | ||
| Autonomy | Hybrid | Agentic |
| Pricing model | ||
| Pricing model | Hybrid | Hybrid |
| Requires changing editor | ||
| Requires changing editor | No | No |
| Publisher-reported SWE-bench Verified (Background Agent, Claude Sonnet 4.6) · source date 2026-04-19 | ||
| Publisher-reported SWE-bench Verified (Background Agent, Claude Sonnet 4.6) · source date 2026-04-19 | 65.7% | Not verifiedUnverified |
Dates refer to the linked source’s publication or capture unless it explicitly states when the benchmark was measured. Values we could not confirm are shown as “Not verified” rather than estimated.
Benchmark receipts
- Cursor · Publisher-reported SWE-bench Verified (Background Agent, Claude Sonnet 4.6): source
Cursor
Cursor, now part of SpaceX, offers an AI-native VS Code-based editor, a standalone terminal agent and cloud agents. The IDE path changes editor; the CLI can run beside an existing editor. Grok and Composer are first-party models, with third-party models available subject to plan and policy.
Best for
- Daily feature work
- Multi-file edits in-editor
- Teams already on VS Code
Watch out
SpaceX-owned Cursor currently prices Hobby free, Pro $20/month, Pro+ $60, Ultra $200, Teams Standard $40/user/month and Premium $120 (5x Standard Agent limits). India-only Start is ₹649/month including tax, restricted to Cursor Models and without the Other Models pool or on-demand usage. Individual plans have separate monthly Cursor Models and Other Models pools; third-party models are charged at API rates. Teams/Enterprise add $0.25/MTok on third-party direct, Auto and BYOK usage, not first-party models. Eligible US-only residency adds a 10% model-price uplift. Old $20/$70/$400 included-dollar figures are not currently established (https://cursor.com/pricing; https://cursor.com/docs/models-and-pricing). OpenAI's August 28 notice proposes a November 12, 2026 (2026-11-12) wind-down; it does not prove OpenAI models have already been removed (https://openai.com/index/our-decision-on-cursor-following-its-acquisition-by-spacex/). Privacy Mode prevents training, subject to abuse-investigation retention and explicitly approved non-ZDR models such as Fable; BYOK requests still use Cursor's backend. Current Instant Grep builds/searches its index locally without storing code embeddings, but opened file context can still reach model providers. Ignore rules do not block terminal or MCP reads (https://cursor.com/data-use; https://cursor.com/docs/context/codebase-indexing; https://cursor.com/docs/reference/ignore-file). The retained 65.7% benchmark is an April 19 publisher compilation for Background Agent with Sonnet 4.6, not a current-product measurement or an independently reproduced official submission. CLI/cloud availability means switching IDE is optional (https://cursor.com/docs/cli/overview; https://cursor.com/blog/joining-spacex).
OpenAI Codex
OpenAI's coding agent is available in desktop, terminal, supported IDE and cloud surfaces. ChatGPT sign-in uses plan credits and workspace policy; API-key sign-in uses separate Platform billing and organisation policy.
Best for
- Delegated coding tasks
- Existing OpenAI commitments
Watch out
ChatGPT sign-in uses Codex plan credits, whose rates differ from API prices. Do not estimate subscription task allowances from Platform token tariffs. Standard GPT-6.1 Sol rates are 50 input / 2.5 cached input / 250 output credits per million tokens; no separate cache-write charge. Plus is $20/month; Pro tiers are $100/$200/$500; Business Standard is $20/user/month with annual billing (two-user minimum), $25 monthly; Enterprise is negotiated. Pro has no five-hour limit, while Plus/Standard Business local-message estimates are not fixed caps; weekly limits and shared Work/Codex usage still apply. Fast mode bills at 2.5x included subscription credits or 2x purchased/pay-as-you-go credits; Astra Ultrafast is 8x or 6x respectively and requires eligible access such as Pro 500. These are billing multipliers, not speed guarantees (https://learn.chatgpt.com/docs/pricing; https://learn.chatgpt.com/codex/agent-configuration/speed). GPT-6.1 Sol access is rolling out on Plus/Pro/Business/Enterprise/Edu; Enterprise/Edu admins must enable it. Free/Go desktop Luna access is rollout-dependent. Model availability varies by account, surface and client version (https://learn.chatgpt.com/docs/models). API-key sign-in supports local desktop/CLI/IDE work and uses Platform billing; cloud features such as GitHub review and Slack require ChatGPT sign-in (https://learn.chatgpt.com/docs/auth). GPT-5.4/mini retired from ChatGPT-authenticated Codex on August 31; GPT-5.5 retirement is scheduled for October 14, 2026, with API availability unaffected. Pick a currently supported Sol/Luna replacement. Linux/WSL2 uses bubblewrap with a user-namespace-dependent bundled fallback; native Windows has its own sandbox and WSL1 is unsupported from CLI v0.115.0 (https://learn.chatgpt.com/docs/sandboxing).
Common questions
Cursor vs OpenAI Codex
Answered from the verified figures on this page rather than general guidance.
Do I have to change editor to use Cursor or OpenAI Codex?
How are Cursor and OpenAI Codex priced?
Is Cursor or OpenAI Codex better for large refactors?
Should I run Cursor and OpenAI Codex together?
Will my project rules transfer between Cursor and OpenAI Codex?
Is Cursor free enough for daily agent work?
Is Codex still billed per seat or per message?
Do coding agents replace code review?
Should we harden MCP before rolling out a coding agent?
Next step
Which one fits
Autonomy and editor constraints decide this far more reliably than a benchmark score.
If most of your week is small, frequent edits, an assistive workflow beats delegation and an agentic harness sits idle while billing. If you regularly hand over work spanning many files, the reverse is true.
Where one tool requires changing editor and the other does not, that difference usually outweighs any capability gap across a team — rollouts fail on adoption, not capability.
“Open vendor” links use a first-party redirect for click counting. They are not commissionable partner placements unless a programme is active for that vendor. Affiliate disclosure.