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 eight dimensions. Read the methodology for details on how scores are computed.

Codeego Ranking

Independent open source analyses from the Codeego Engine

Updated 15 July 2026

	Project									Est. Value
1	pydantic-ai	81	55	85	85	90	80	90	85	972k€ – 1.32M€
2	hermes-agent	76	75	75	75	85	70	75	80	2.69M€ – 3.64M€
3	openclaw	75	75	80	75	85	65	70	75	4M€ – 5.41M€
4	crewAI	71	40	80	75	85	65	75	75	355k€ – 481k€
4	langchain	71	40	60	85	80	75	75	80	692k€ – 936k€
4	smolagents	71	65	80	75	85	50	70	75	103k€ – 139k€
4	sglang	71	65	60	75	80	70	70	75	2.69M€ – 3.64M€
4	vllm	71	65	60	75	80	70	75	75	1.73M€ – 2.34M€
9	transformers	70	65	65	75	85	55	75	70	2.66M€ – 3.61M€
9	livekit	70	40	80	85	70	75	60	80	425k€ – 576k€
11	agno	69	65	60	75	75	65	60	80	1.6M€ – 2.16M€
12	valkey	68	40	60	80	80	65	75	75	1.33M€ – 1.8M€
13	opencv	67	40	60	80	85	65	60	80	13.19M€ – 17.85M€
14	OpenHands	66	40	75	70	75	65	65	70	991k€ – 1.34M€
14	supabase	66	70	60	75	80	65	40	70	2.69M€ – 3.64M€
14	llama.cpp	66	40	85	75	80	65	40	80	1.57M€ – 2.13M€
17	appwrite	65	40	60	75	80	65	60	75	767k€ – 1.04M€
18	cua	64	40	70	75	75	65	55	65	2.67M€ – 3.62M€
18	UI-TARS-desktop	64	40	60	75	75	65	60	70	673k€ – 911k€
18	ruflo	64	40	60	70	80	65	60	70	1.32M€ – 1.78M€
21	OpenMontage	63	68	60	78	85	40	40	70	383k€ – 519k€
21	ultralytics	63	40	75	75	85	55	40	70	271k€ – 367k€
23	terax-ai	62	75	60	80	70	45	35	70	154k€ – 209k€
24	TradingAgents	61	60	60	75	75	40	55	65	37k€ – 51k€
25	chatwoot	60	40	72	75	65	55	40	70	262k€ – 354k€
25	ComfyUI	60	40	70	75	65	50	55	65	486k€ – 658k€
27	ponytail	59	65	55	75	70	35	60	55	19k€ – 25k€

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

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