DeepSeek
Sourcegraph
| Feature | DeepSeek | Sourcegraph |
|---|---|---|
| Pricing | Free / from $0.14/mo | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.3 / 5 | 4.4 / 5 |
| Best For | developers, researchers, startups, cost-conscious-teams, ai-builders | engineering-teams, enterprises, open-source-maintainers, platform-engineers |
| Founded | 2023 | 2013 |
| Chat | ✓ | ✗ |
| Code Generation | ✓ | ✗ |
| Reasoning | ✓ | ✗ |
| Api | ✓ | ✗ |
| Open Weights | ✓ | ✗ |
| 1m Context | ✓ | ✗ |
| Tool Calls | ✓ | ✗ |
| Json Output | ✓ | ✗ |
| Code Search | ✗ | ✓ |
| Code Navigation | ✗ | ✓ |
| Batch Changes | ✗ | ✓ |
| Ai Assistant | ✗ | ✓ |
| Code Insights | ✗ | ✓ |
| Notebooks | ✗ | ✓ |
✓ DeepSeek Pros
- Free web chat with no subscription required
- Extremely cheap API pricing (up to 50x cheaper than competitors)
- Strong reasoning and coding performance
- Open-weight models available for self-hosting
✗ DeepSeek Cons
- Data privacy concerns due to Chinese jurisdiction
- Less polished chat interface than ChatGPT or Claude
- Smaller plugin and integration ecosystem
- Content moderation on sensitive political topics
✓ Sourcegraph Pros
- Search across all repositories
- Excellent code navigation
- Batch Changes for mass refactoring
- Cody AI assistant
✗ Sourcegraph Cons
- Complex self-hosted setup
- Expensive for enterprise
- Learning curve for advanced features
The Verdict
DeepSeek is built for developers and researchers, with a focus on chat and code-generation. Sourcegraph targets engineering teams and enterprises and leads with code-search and code-navigation.
On pricing, DeepSeek is the clear winner for budget-conscious users — starting at $0.14/mo compared to $9/mo for Sourcegraph. That $8.86/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Feature-wise, DeepSeek offers broader built-in capabilities (8 features vs 6), while Sourcegraph takes a more focused approach — which can mean a simpler, faster onboarding experience.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.