
Claude Code vs Cursor vs Copilot: what actually wins on a real migration task
We migrated the same 60-file API through Claude Code, Cursor, and GitHub Copilot. Here's what each one missed, and which one we'd trust with production code.
Most "Claude Code vs Cursor" comparisons treat these three tools, and GitHub Copilot, as interchangeable options for the same job. They aren't. We ran the same real migration through all three: moving a mid-size Node API off Sequelize and onto Prisma, 60 files, 140 existing Jest tests, two many-to-many join tables.
Claude Code finished the whole thing unattended in under 40 minutes and passed every test, then quietly dropped a cascade-delete rule none of those tests checked for. Cursor caught that exact regression, because a human approves every diff before it lands, and took almost three times as long. Copilot never got the chance to make either mistake: in its default mode, it can't run a multi-file migration on its own at all.
Key takeaways
- Claude Code completed the full 60-file migration unattended in under 40 minutes, then quietly dropped a cascade-delete rule the test suite never checked for.
- Cursor caught that same regression during diff review, the tradeoff for requiring a human to approve every change; the run took close to three hours instead of 40 minutes.
- GitHub Copilot's default mode can't run a multi-file migration on its own. It's a different category of tool from Claude Code and Cursor, not a weaker version of the same thing.
- None of the three price by the task. Claude Code and Cursor both run on flat monthly seats (Claude Pro from $17/mo, Cursor Individual Pro at $20/mo), and Copilot Pro is $10/mo, cheaper than either because it's doing a smaller job by default.
The migration we actually ran
Toy benchmarks (autocomplete a for-loop, generate a README) don't tell you anything about how a tool behaves under real pressure. So we picked a task with real stakes: a TypeScript Express API, 60 files, backed by Postgres with 12 tables including two many-to-many join tables. The job was moving the data layer off Sequelize 5 and onto Prisma 5, preserving an existing suite of 140 Jest integration tests and one raw SQL migration that backfills a computed column.
This is the kind of refactor a small team actually schedules: not exotic, not a toy, but risky enough that a dropped constraint or a silently wrong migration doesn't show up until production traffic hits it. None of the three tools got special repo-level instructions beyond the task itself, worth noting since what you commit to guide an agent is its own decision with its own failure modes.
Claude Code vs Cursor vs Copilot: the comparison table
| Tool | Mode | Files completed unattended | Wall-clock time | Tests passed | What it missed |
|---|---|---|---|---|---|
| Claude Code | CLI, fully autonomous | 60 of 60 | Under 40 minutes | 140 of 140 | Dropped onDelete: Cascade on one join table; no test caught it |
| Cursor | IDE, human approves each diff | 60 of 60, one query written by hand | About 2 hours 50 minutes | 140 of 140 | Correctly flagged the cascade rule; couldn't auto-generate the backfill query |
| GitHub Copilot | Inline completion and chat | 0 of 60 unattended | Not comparable, manual work | N/A, no autonomous run | Can't run a multi-file agentic migration in its default mode |
What each tool actually did
Claude Code
Given the task and repo access, Claude Code worked through all 60 files without stopping for approval, restructured the model layer around Prisma's schema, and rewrote the affected route handlers to match. The full suite passed on the first run. That's the part every "best AI coding agent" post would stop at.
What it didn't do: carry over the onDelete: Cascade behavior Sequelize had defined on one of the two join tables. Nothing in the 140 tests asserted cascade-delete behavior specifically, so the suite stayed green while the actual database behavior quietly changed. We only caught it by manually diffing the generated Prisma schema against the original Sequelize model associations after the run finished, a step that's easy to skip when the tests already say "pass."
Cursor
Cursor ran the same migration file by file, with a human reviewing and approving each diff before it landed. That review caught the cascade-delete drop directly. The reviewer saw the Prisma relation missing the onDelete clause, compared it against the Sequelize source, and rejected the diff until it was fixed.
The tradeoff showed up in time, not correctness. Reviewing 60 diffs individually took close to three hours against Claude Code's 40 minutes. Cursor also couldn't generate a correct version of the raw SQL backfill query on its own; a developer wrote that one query by hand and let Cursor handle everything else.
GitHub Copilot
Copilot's default experience is inline completion and chat, not an unattended multi-file agent. It was genuinely useful for suggesting the right Prisma schema syntax line by line and for answering questions about Sequelize's association options mid-task. Even so, the developer drove every file change manually.
GitHub does offer an asynchronous coding-agent mode on higher plans for repo-wide tasks. We didn't test that mode here, and it's worth being upfront about that: this comparison covers Copilot's everyday IDE experience, not its full product line.
Treating Copilot as a weaker Claude Code or Cursor misreads what it's for. It's a different tool for a different moment in the workflow: fast, cheap, line-level assistance, not autonomous schema migrations.
What it actually cost
None of these three price the task itself. All three run on flat monthly seats once you're past raw API usage, so "how much did this migration cost" is really "what fraction of a monthly seat did it use," not a standalone per-run bill.
Claude Code comes with Claude Pro, from $17/mo billed annually or $20/mo month to month. Heavier usage moves to a Max plan starting at $100/mo. Cursor's Individual Pro is $20/mo, with Teams Standard at $40 per seat for centralized billing.
Copilot Pro is the cheapest of the three at $10/mo, which tracks with it doing a narrower job by default. Pro+ at $39/mo adds premium models. Max at $100/mo targets sustained agent workflows, closer to what Claude Code and Cursor's Agent mode already do out of the box. (All figures verified against each vendor's pricing page, August 2026.)
The real cost differentiator isn't the sticker price. It's what you're paying for: Claude Code and Cursor both meter against an included agent-usage allowance on their paid plans, while Copilot's cheapest tier assumes you're not asking it to run whole-repo changes at all.
Which one should you actually use
If you want unattended speed on a schema change and can budget real review time afterward, use Claude Code, but treat a passing test suite as necessary, not sufficient. Diff the schema by hand before you merge.
If you'd rather catch a regression before it lands than after, use Cursor, and accept that review time as the cost of that safety net. For anything touching cascade rules, foreign keys, or data you can't easily restore, that tradeoff is usually worth it.
If your actual job is smaller, in-file changes rather than repo-wide migrations, Copilot Pro is the cheaper, faster daily driver, and asking it to be Claude Code or Cursor is asking the wrong tool to do a job it isn't built for.
The honest takeaway isn't "which agent wins." It's that a green test suite and a correct migration aren't the same claim, and the tool that finishes fastest is the one that most needs a second look before it ships.
Not in its default IDE mode. Copilot's core experience is inline completion and chat, driven file by file by a developer. It can suggest the right Prisma schema line or explain a Sequelize association, but it doesn't run an unattended, multi-file migration the way Claude Code or Cursor's Agent mode do.
On this run, yes, because Cursor requires a human to approve every diff before it lands, which is exactly what caught the dropped cascade-delete rule. Claude Code finished faster but needs a deliberate post-run review of the schema diff, not just a passing test suite, since the missed behavior wasn't covered by any test.
Not meaningfully. Both are flat monthly seats, not per-task bills: Claude Pro starts at $17/mo billed annually ($20/mo month to month) and includes Claude Code, while Cursor's Individual Pro is $20/mo. Both verified against their pricing pages August 2026.
No human reviewed the diff before the tests ran, and the dropped rule (a cascade-delete on a join table) wasn't asserted by any test in the existing suite. Claude Code passed every test and still shipped a real regression, which is the core risk of a fully autonomous run on a schema change.
- Cursor pricing: Individual Pro $20/mo, Teams Standard $40/seat/mo. Verified 2026-08-06.
- GitHub Copilot plans: Pro $10/mo, Pro+ $39/mo, Max $100/mo. Verified 2026-08-06.
- Claude pricing: Pro from $17/mo annual ($20/mo monthly), Max plans from $100/mo, both include Claude Code. Verified 2026-08-06.