Side-by-side comparison · Coding & Dev Tools
GitHub Copilot vs Vapi vs Zed
Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.
Comparing 3 tools, the maximum.
At a glance
Pick it if: Teams and developers whose code lives on GitHub and who want AI in the tools they already use.
Pick it if: Developers and voice AI agencies building custom phone or in-app voice agents.
Pick it if: Developers who want a fast editor and already pay for Claude or another AI provider.
Overview
| Attribute | GitHub Copilot | Vapi | Zed |
|---|---|---|---|
| In one line | GitHub's AI helper: it finishes your code, reviews pull requests and takes on whole tasks. | Developer platform for building voice AI agents that make and take phone calls. | A fast, free, open-source code editor that runs Claude Code and other AI agents inside it. |
| Pricing model | Freemium | Paid | Open source |
| Starting price | $10/mo | $0.05/min hosting | $10/mo |
| Free plan | Yes | No | Yes |
| Works with Claude Code | No | Yes | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | GitHub Copilot | Vapi | Zed |
|---|---|---|---|
| Overall rating | 4.0 | 3.6 | 4.3Winner |
| Ease of useHow quickly someone non-technical gets value from it. | 4.0 | 2.5 | 3.5 |
| FeaturesHow completely it covers its own job, and how well the pieces fit together. | 4.0 | 4.5 | 4.0 |
| Output qualityHow good the results are before you fix them. | 3.5 | 4.0 | 4.0 |
| Value for moneyWhat you get for the price, including the free plan. | 4.5 | 3.5 | 5.0 |
| Speed & reliabilityHow fast it is and how often it falls over. | 4.0 | 3.5 | 5.0 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | GitHub Copilot | Vapi | Zed |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | No | Yes |
| Mobile app | Yes | – | No |
| Desktop app | Yes | – | Yes |
| Browser extension | – | – | No |
| API access | – | Yes | – |
| Teams & business | |||
| Team workspace | Yes | Yes | Yes |
| Enterprise plan or SSO | Yes | Yes | No |
| Connects to other apps | Yes | Yes | Yes |
| Open source or self-hosted | No | No | Yes |
| AI abilities | |||
| Works with your files | Yes | – | Yes |
| Understands images | Yes | – | Yes |
| Makes images | No | No | No |
| Makes video | No | No | No |
| Writes code | Yes | No | Yes |
| Runs agents or automations | Yes | Yes | Yes |
| Learns your brand or style | Yes | – | Yes |
| Works in many languages | Yes | Yes | Yes |
| Capabilities score | 12/ 17 | 6/ 17 | 11/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | GitHub Copilot | Vapi | Zed |
|---|---|---|---|
| Plans | Free Free Trying autocomplete and light chat. | Pay as you goOur pick $0.05/min hosting, plus provider costs Developers building and testing. | PersonalOur pick Free Almost everyone. |
ProOur pick $10/mo Individual developers on GitHub. | Core $29/mo plus usage Builders and early teams going live. | Pro $10/mo People who want Zed's hosted AI without managing keys. | |
Pro+ $39/mo Developers who run agent tasks every day. | Pro 10% of hosting fee, $999/mo minimum Teams running voice agents in production at scale. | Business $30/seat/mo Teams that need spending and access controls. | |
Max $100/mo Heavy agent-driven work. | Premier Custom Large organisations. | ||
Business and Enterprise See website Companies that need admin controls and policy management. | |||
| Which plan to pick | Pro is the sweet spot for an individual: cheap, unlimited autocomplete and enough credits for a few agent tasks a week. Only move to Pro+ if you find yourself buying extra credits every month. | Build on pay as you go, then add Core when you go live and want email support. HIPAA compliance is a separate $2,000-a-month add-on, so check that early if you work in healthcare. | Personal. If you have Claude Pro, run Claude Code inside Zed and you are done. Pro only makes sense if you want Zed's built-in assistant and edit predictions without setting up API keys. |
Key features
| Attribute | GitHub Copilot | Vapi | Zed |
|---|---|---|---|
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Pros and cons
| Attribute | GitHub Copilot | Vapi | Zed |
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Who each one is for
| Attribute | GitHub Copilot | Vapi | Zed |
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Questions people ask
Which is better, GitHub Copilot, Vapi or Zed?
Zed scores highest overall in our ratings (GitHub Copilot 4.0/5, Vapi 3.6/5 and Zed 4.3/5). GitHub Copilot is best for autocomplete as you type and Handing GitHub issues to an agent. Vapi is best for custom voice agents built by developers and agencies building AI receptionists for clients. Zed is best for Running Claude Code inside an editor and speed on big projects.
Which is cheaper, GitHub Copilot, Vapi or Zed?
GitHub Copilot: There's a free plan, and paid plans start at $10/mo. Vapi: There's no free plan. Paid plans start at $0.05/min hosting. Zed: There's a free plan, and paid plans start at $10/mo.
Which is easier to use, GitHub Copilot, Vapi or Zed?
GitHub Copilot rates highest for ease of use in our scores. Teams and developers whose code lives on GitHub and who want AI in the tools they already use.
How we compare
Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.
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