Compare AI coding tools: editors, agents and costs
Choose coding assistants around your workflow: help in an existing editor, repository changes or app development in a cloud environment. This editorial selection does not assign benchmark scores. Test candidates on the same tasks and include human review and model usage in your evaluation.

Compare tools by workflow
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
| Tool | Use and limitations | Cost checks |
|---|---|---|
| Cursor | Standalone code editor with an agent and autocomplete. Check extensions and project migration. | Limited Hobby plan; Pro USD 20 per month. Check included usage and additional billing. |
| GitHub Copilot | Assistance in supported editors and GitHub workflows. Check agent features available on your plan. | Limited Free plan; Pro USD 10 per user per month. Credits limit included agent usage. |
| Claude Code | Agentic work on a repository. Check supported interfaces, permissions and command execution. | Distinguish subscription access from API billing; limits depend on the access method. |
| Devin Desktop | The new name for the Windsurf IDE and its agent workspace. Check migration and existing settings. | Limited Free plan; Pro USD 20 per month. Check additional usage and existing contract pricing separately. |
| Replit Agent | Cloud app development. Useful for testing ideas; check export, hosting and operational responsibility. | Budget for the plan, agent consumption and ongoing infrastructure together. |
| Tabnine | Coding assistance with different deployment options. Data controls depend on the selected deployment. | Paid offerings; check annual commitments, LLM access and additional charges. |
| Amazon Q Developer | Assistance with development and AWS tasks. Test its value against your actual cloud stack. | Limited Free plan; Pro USD 19 per user per month. Check feature allowances separately. |
| Aider | Open-source terminal assistant with a choice of model provider or local model connection. | The client is free; model APIs, hardware and operation may cost extra. |
Retired products and current names
GitHub Copilot Workspace is not a currently available offering: its technical preview ended on May 30, 2025. The former Codeium extensions are called Windsurf Plugins. Several extensions are in maintenance mode; check your specific IDE and recommended migration path. These plugins are distinct from Devin Desktop.
How to evaluate a coding assistant
Choose coding assistants around your workflow: help in an existing editor, repository changes or app development in a cloud environment. This editorial selection does not assign benchmark scores. Test candidates on the same tasks and include human review and model usage in your evaluation.
- Test a bug fix, a change across multiple files and an additional test from the same baseline. Define expected behavior and prohibited changes first.
- Compare passing tests, functional errors, security issues and human rework. Speed alone does not prove quality.
- Start in an isolated working copy. Limit file access, network access and command execution; review changes before merging and deployment.
- Check data paths, retention, training and contractual terms for the specific plan. A privacy setting does not guarantee GDPR compliance.
- Measure cost per accepted change: licenses, credits, model APIs, hosting and review time. Free entry is not unlimited free usage.
Primary sources
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Cursor
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
GitHub Copilot
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Claude Code
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Devin Desktop
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Devin
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Replit
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Tabnine
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Amazon Q Developer
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Aider
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Copilot Workspace
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Windsurf Plugins
Provider sources checked September 15–16, 2026. Examples are USD prices for the named plans, not euro prices; taxes, contractual terms and consumption may change the total. The order is not a ranking.
Pilot for your development team
Bring an existing development workflow and representative tasks to define a pilot with measurable acceptance criteria.
30 minutes one-to-one — pick your own slot
Instead of a fixed weekly session we talk about your case directly: one concrete bottleneck, 30 minutes on Zoom, free and without obligation.
After booking you receive the confirmation with the Zoom link. Free and non-binding, no purchase required.
Start potential analysis
If you want to prioritize a real process, a few clear inputs are enough for a strong first assessment.