Bench test · AI Coding
Devin vs LLaMA Code
Same rack, same rubric, four independent agents. Here's how they measure up — and which we'd pick.
| Devin | LLaMA Code | |
|---|---|---|
| consensus | score6.4/10 | score6.6/10 |
| agents won | 2 / 4 | 2 / 4 |
| from | — | Free |
| free tier | no | yes ▲ |
| category | AI Coding | AI Coding |
Agent panel — head to head
| Anthropic | 7.8 ▲ | 7.2 |
| OpenAI | 7.1 ▲ | 6.7 |
| Gemini | 6.3 | 6.8 ▲ |
| Grok | 4.5 | 5.5 ▲ |
Devin
- ✓Significantly accelerates development cycles
- ✓Reduces manual coding time and human errors
- ✓Handles repetitive and boilerplate code generation
- —May struggle with highly complex or novel problem domains
- —Requires oversight to ensure code quality and security
- —Limited understanding of specific business logic nuances
Autonomous code writing and executionReal-time debugging and error fixingProject planning and task breakdownIntegration with development tools and repositoriesCollaborative pair programming with humansApplication deployment capabilities
LLaMA Code
- ✓No licensing fees or usage costs
- ✓Can be self-hosted and modified
- ✓Respects privacy with local deployment
- —Requires significant computational resources
- —May produce less accurate results than proprietary models
- —Needs technical expertise to set up and optimize
Multi-language code generationCode completion and suggestionsOpen-source and freely availableCustomizable and fine-tunableRuns locally without cloud dependencyContext-aware programming assistance
Pricing on their site
Try Devin ▸Free · free tier
Try LLaMA Code ▸Verdict
LLaMA Code takes it — 6.6 to 6.4 (a photo finish).
The panel gave LLaMA Code the edge on 2 of 4 agents. It's close enough that Devin is a fair pick if it fits your workflow better.