New AI Coding Scores Exposed — Which One Works Best?
Find out which AI tools can actually code for you, not just talk about it.
Deep Dive
A new aggregate index, the Agentic Coding Index, blends major coding benchmarks—including SWE-bench Pro, DeepSWE, Terminal-Bench, Code Arena Elo, and LiveCodeBench—into one intelligence score. With a super-linear scale and a parameter floor, it prevents tiny models from artificially topping the leaderboard.
Key Points
- Researchers created a new score to rank AI coding tools by real-world performance, not just size or cost.
- Some smaller AI models scored better than expected, while some larger ones underperformed in tests.
- The study helps compare AI tools more fairly, like a Consumer Reports for coding assistants.
Why It Matters
Choosing the right AI coding tool could save you time and frustration—this study helps you pick smarter.