Cursor remains a highly polished AI editor, but "keep using Cursor" versus "switch tools" is not a question of which product is more capable. It is a question of whether the workflow, model access, and team management fit. In 2026, three realistic paths stand out: stay in the IDE but switch to an Agent extension (Cline), move the primary workflow to the terminal (Claude Code), or keep Cursor and connect your own API. Roo Code needs a separate note: its official site has announced that the extension stopped being maintained on May 15, 2026, so new projects should not adopt it as a long-term foundation, and existing users need a migration plan.
This article breaks the comparison into six dimensions: workflow, model access, Agent capability, pricing model, IDE support, and team controls, then closes with a scenario table and a migration checklist.
1. First decide: are you changing tools or changing how you work?
Only the following signals justify a migration evaluation:
- Cost structure is out of control: subscription quota goes unused, or long Agent tasks make usage-based costs unpredictable.
- Model access is restricted: the team needs to switch among Claude, GPT, Gemini, and DeepSeek, while the current tool is locked to a few models.
- Workflow mismatch: many tasks happen in terminals, scripts, and CI, and working inside the IDE interrupts the rhythm.
- Insufficient team controls: you need one key per person, per-project limits, request auditing, and unified billing.
- Stability problems: timeouts and broken streams are frequent on local networks, and retries are expensive.
If the problem is simply "one answer was bad," start by adjusting the prompt, context, and model tier. Switching tools will not automatically fix problems with retrieval, conventions, or acceptance criteria.
2. Workflow: IDE-first versus terminal-first
Cursor is editor-first. Tab completion, inline edits, Chat, and Agent/Composer all live in one window, which suits reading code while editing and frequent small iterations. Its strength is interaction density; its weakness is that long Agent tasks and cross-repository automation are not its main battlefield.
Claude Code is a terminal-first Agent. It reads files, edits code, runs commands, and handles Git inside the repository, supports hooks, sub-agents, and MCP, and is also available through VS Code, JetBrains extensions, and a desktop app. It suits multi-repository work, long tasks, scripting, and CI. The trade-off is that it primarily targets Claude models, so teams must accept the Anthropic protocol or a compatible gateway.
Cline is an open-source Agent extension for VS Code. Its two-phase Plan/Act workflow, command approval, checkpoints, MCP, browser, and terminal tools are fairly complete. It sits between Cursor and Claude Code: it keeps the IDE interface while giving model choice back to the user.
Roo Code began as a fork of Cline and emphasized Code, Architect, Ask, Debug, Orchestrator, and custom modes. Its multi-mode approach still has reference value, but the project is no longer maintained; the official site points users to ZooCode (a community fork) and Cline as next steps. Existing teams should treat migration, not further expansion, as the default decision.
IDE support: Cursor is a standalone editor built on the VS Code ecosystem. It can import extensions and settings but cannot be installed as a plugin inside JetBrains. Claude Code is primarily terminal-based while also offering VS Code and JetBrains extensions and a desktop app. Cline is used mainly as a VS Code extension, with additional CLI and desktop forms. Roo Code depends on VS Code and Open VSX, and after maintenance ended it should not be treated as a new standard.
3. Model access: whose key can each tool use?
This is where the four tools differ most.
| Tool | Access method | Model range | Key limitation |
|---|---|---|---|
| Cursor | Official provider keys; some versions support an OpenAI-compatible Base URL override | OpenAI, Anthropic, Google, Azure, Bedrock | Tab/Apply still use Cursor's built-in models; the override affects only Chat/Agent |
| Claude Code | Anthropic protocol, supports Base URL override | Mainly Claude, plus Bedrock/Vertex | Variable names and paths must match the protocol |
| Cline | OpenAI Compatible, Anthropic, OpenRouter, Bedrock, Vertex, local, and more | Depends on the provider | Model ID, context length, and tool calling must be entered manually |
| Roo Code | Multi-provider BYOK similar to Cline | Depends on the provider | No longer maintained; not recommended for new projects |
Cursor's official documentation describes BYOK as entering keys from each provider; it does not promise that any OpenAI-compatible address will work fully. In practice, some versions provide "Override OpenAI Base URL," but it usually covers only Chat and Agent, while Tab completion still uses Cursor's built-in models. The Anthropic key field has no equivalent Base URL override. When connecting a third-party gateway, therefore, use the OpenAI-compatible /v1 address and enter the exact model ID manually.
Claude Code uses the Anthropic protocol. With a gateway, configure the root address and do not append /v1/messages again:
export ANTHROPIC_BASE_URL="https://api.zhongshangqihang.com"
export ANTHROPIC_AUTH_TOKEN="sk-your-key"
# Model names follow the pricing page on the site
claude
In Cline, select "OpenAI Compatible" as the provider, enter the Base URL (usually ending in /v1), the key, and the model ID, then test with Verify. A passing Verify only means the address and key are reachable, not that the model ID is correct; still send a real request to confirm.
4. Agent capability: do not judge by demos alone
When evaluating an Agent, focus on four things:
- Tool-calling reliability: can it read files, edit files, and run commands continuously, rather than only describe a plan?
- Approval and rollback: can commands be reviewed before execution, can changes be rolled back, and are checkpoints reliable?
- Context management: can it ignore irrelevant files, compress history, and control the cost of long tasks?
- Extensibility: do MCP, hooks, custom rules, and sub-agents meet the team's process requirements?
Cursor's Agent experience is coherent, but some capabilities may be affected by protocol translation when using a custom key. Cline's approvals and checkpoints are more transparent. Claude Code is stronger for long terminal tasks and automation. Roo Code's mode-based design suits complex processes, but its maintenance status is a hard constraint.
5. Pricing model: subscription, usage-based, or hybrid
- Cursor: subscription plans plus overage; Team plans may still bill at Cursor's published token rates when using custom keys, subject to the official billing rules.
- Claude Code: a Claude subscription or usage-based API access, depending on the entry point and organization configuration.
- Cline / Roo Code: the extensions themselves are open source, and the main cost is model API usage; managed providers have their own billing rules.
- Gateway: consolidates multiple model providers into one account, billed by actual tokens, which simplifies limits and cost allocation.
Do not compare only the monthly fee. Collect a week of real logs covering input, output, cache hits, and retries, then calculate the cost of "completing one acceptable task." Unit prices change; the site's model pricing is only a current reference.
6. Team controls: who can actually manage keys?
Cursor's Teams/Enterprise plans offer model allowlists, blocking of personal third-party keys, MCP server allowlists, repository blocklists, and a management API. They suit organizations that already use Cursor as the standard entry point.
Claude Code draws on Claude organization management capabilities, offering member management, spend controls, usage analytics, and managed settings. It suits teams that need to bring terminal Agents into enterprise governance.
Cline provides documentation on enterprise remote configuration, but governance depth and coverage vary by version; check the official documentation before procurement. Roo Code is no longer maintained and is not suitable as a new team standard.
If a team uses several tools at once, the more realistic approach is "unified gateway plus one key per person plus per-project limits": tools can change, while keys, billing, and auditing stay on one layer.
7. Choosing by scenario
| Scenario | First choice | Reason | Note |
|---|---|---|---|
| In-IDE completion and editing | Cursor | Mature editor experience and Tab completion | Custom keys do not cover Tab |
| Terminal, multi-repo, automation | Claude Code | CLI Agent, hooks, CI-friendly | Primarily targets Claude models |
| Multi-model Agent inside VS Code | Cline | Open source, many providers, compatible gateways | You manage keys and evaluation |
| Existing Roo Code teams | Cline or ZooCode | Maintained, with a clear migration path | Migrate custom modes and rules first |
| Multi-person teams needing unified billing | Gateway plus Claude Code/Cline | One key per person, per-project limits | Pilot with a small group first |
8. Migration checklist
- Inventory current usage: how much Tab, Chat, Agent, and Composer each account for, and which are essential.
- Export rules and prompts:
.cursorrules, project conventions, common commands, and MCP configuration. - Create dedicated keys first: separate by tool and person, with spending limits and expiration times.
- Configure the Base URL and model ID: confirm the protocol,
/v1path, and model name match exactly. - Run regression tasks: select 20–30 real tasks and compare quality, latency, and tool-call success rate.
- Pilot with a small group: start with two or three people for two weeks, recording failure cases and costs.
- Then decide on full rollout: keep the old tool for a while to ensure rollback is possible.
The most failure-prone parts of a migration are not model capability but rules files, keyboard shortcuts, approval habits, and key management. Treat these as part of the migration rather than dealing with them after the switch.
9. FAQ
Do I have to leave Cursor?
Not necessarily. If the IDE experience, cost, and team management all meet your needs, staying is fine. Migration pays off only when the workflow or controls are structurally mismatched.
Can Claude Code use a third-party gateway?
Yes, provided the gateway is compatible with the Anthropic protocol and the Base URL and authentication variables are configured correctly. Model names and availability follow the gateway's pricing page.
What is the difference between Cline and Roo Code?
Cline is an open-source project that is still maintained. Roo Code originated from Cline and emphasized multiple modes, but maintenance ended in May 2026. New projects should favor Cline or its community fork.
Does Cursor's Tab completion change after bringing your own key?
No. Tab completion continues to use Cursor's built-in models; a custom key mainly affects Chat and Agent.
How long does a team migration take?
It depends on the complexity of rules and processes. Switching only a chat tool usually takes a few days; when Agents, CI, permissions, and billing are involved, plan for a two-week pilot and a one-month rollout.
Next steps
Start with a non-critical project as a pilot: create a dedicated key at the ZSQH AI Gateway, choose a primary model from model pricing, and run the checklist above for two weeks. Once tools, cost, and controls are acceptable, expand the rollout.
Related reading:
- Cursor API Guide: Custom Keys, Base URL, and Models
- Cursor Pricing: Pro/Ultra vs Usage-Based API Billing
- Claude Code API Complete Guide
Note: Cursor is a trademark of Anysphere, Inc.; Claude and Claude Code are trademarks of Anthropic; Cline, Roo Code, and ZooCode are trademarks of their respective owners. This article is for technical selection discussion only and implies no affiliation or partnership with the companies mentioned. Product capabilities and prices may change; refer to the official documentation.
