Our vision for the next generation of intelligent software
Helping AI think through
complex coding challenges
AlphaCodium, an iterative test-driven flow, is Qodo’s first research towards multi-agentic solutions that help AI navigate complex code.
Qodo Flow will become available for commercial use in the future.
The AlphaCodium Flow
Refining outputs through logical reasoning and testing.
Created and open-sourced by Qodo research
Boost accuracy of leading LLMs with AlphaCodium
AlphaCodium benchmarked on Codeforces Code Contest
GPT-4o
pass@5 metric
from 23% to 54%
from 23% to 54%
OpenAI o1
pass@5 metric
55% to 78%
55% to 78%
Sonnet-3.5
pass@5 metric
22% to 47%
22% to 47%
What you can do with AlphaCodium
Use AlphaCodium to guide an LLM’s chain of thought.
Prompt to flow engineering
Move from naive prompt answer: paradigm to a flow paradigm where AI engages in logical reasoning based on context
Master complex code problems
Achieve SoTA on complex coding that are highly nuanced and encompass various edge cases
Iterate, test, refine
Adopt an iterative refinement process, including running and adjusting code against specific tests
