Codeego Ranking

The Codeego Code Score

Name: Codeego Ranking
Creator: Codeego

Independent open source analyses from the Codeego Engine. Each project is scored 0–100 across seven dimensions. Read the methodology for details on how scores are computed.

Codeego Ranking

Independent open source analyses from the Codeego Engine

Updated 31 May 2026

	Project
1	pydantic-ai	81	55	85	85	90	80	90	85
2	openclaw	75	75	80	75	85	65	70	75
3	crewAI	71	40	80	75	85	65	75	75
3	langchain	71	40	60	85	80	75	75	80
3	smolagents	71	65	80	75	85	50	70	75
3	sglang	71	65	60	75	80	70	70	75
3	vllm	71	65	60	75	80	70	75	75
8	transformers	70	65	65	75	85	55	75	70
9	agno	69	65	60	75	75	65	60	80
10	opencv	67	40	60	80	85	65	60	80
11	supabase	66	70	60	75	80	65	40	70
11	llama.cpp	66	40	85	75	80	65	40	80
13	appwrite	65	40	60	75	80	65	60	75
14	UI-TARS-desktop	64	40	60	75	75	65	60	70
14	ruflo	64	40	60	70	80	65	60	70
16	ultralytics	63	40	75	75	85	55	40	70
17	terax-ai	62	75	60	80	70	45	35	70
18	TradingAgents	61	60	60	75	75	40	55	65
19	ComfyUI	60	40	70	75	65	50	55	65

ScaleExcellent 80-100Good 60-79Fair 50-59Weak < 50

7-dimension weighted analysis run by the Codeego Engine. Read methodology