Devin
Weights & Biases
| Feature | Devin | Weights & Biases |
|---|---|---|
| Pricing | From $20/mo | Free / from $50/mo |
| Free Plan | ✗ No | ✓ Yes |
| Rating | 4 / 5 | 4.7 / 5 |
| Best For | engineering-teams, enterprise-developers, code-maintenance, automated-testing | ml-engineers, research-teams, ai-companies, data-scientists |
| Founded | 2024 | 2017 |
| Autonomous Coding | ✓ | ✗ |
| Planning | ✓ | ✗ |
| Debugging | ✓ | ✗ |
| Deployment | ✓ | ✗ |
| Code Review | ✓ | ✗ |
| Testing | ✓ | ✗ |
| Slack Integration | ✓ | ✗ |
| Experiment Tracking | ✗ | ✓ |
| Model Registry | ✗ | ✓ |
| Sweeps | ✗ | ✓ |
| Artifacts | ✗ | ✓ |
| Reports | ✗ | ✓ |
| Launch | ✗ | ✓ |
✓ Devin Pros
- Truly autonomous (handles multi-step engineering tasks)
- Own environment with terminal, browser, and code editor
- Can learn from documentation and unfamiliar codebases
- Handles real GitHub issues and PRs independently
✗ Devin Cons
- No free tier
- ACU costs add up on complex tasks
- Output quality varies by task complexity
- Team plan expensive at $500/month
✓ Weights & Biases Pros
- Best-in-class experiment tracking
- Beautiful visualizations
- Great collaboration features
- Generous free tier
✗ Weights & Biases Cons
- Learning curve for full platform
- Can be expensive for large teams
- Requires integration work
The Verdict
Devin is built for engineering teams and enterprise developers, with a focus on autonomous-coding and planning. Weights & Biases targets ml engineers and research teams and leads with experiment-tracking and model-registry.
On pricing, Devin is the clear winner for budget-conscious users — starting at $20/mo compared to $50/mo for Weights & Biases. That $30/mo difference adds up quickly for growing teams.
Weights & Biases has a free plan, which gives it a meaningful edge for individuals and small teams exploring their options. Devin requires a paid subscription from day one.
Weights & Biases edges out on user ratings (4.7 vs 4). While both are well-regarded, that gap reflects real differences in user satisfaction worth considering.
Feature-wise, Devin offers broader built-in capabilities (7 features vs 6), while Weights & Biases takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Weights & Biases has a slight overall edge — but if truly autonomous (handles multi-step engineering tasks) matters most to you, Devin may still be the right call.