AI tools leaderboard

Scores (0–100) are computed by a script from verifiable inputs only. Read the methodology.

Methodology v0.1: we have not tested any tool hands-on yet, so every tool gets the same test-depth score and the ranking mostly reflects free access, open-source license and entry price. It is not a quality ranking yet. Ties are sorted alphabetically.

Coding Agents Automation Game dev Video Writing Research Image Local AI

Best coding AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	AAider	82	40	100	100	CodingAgents
2	Cline	82	40	100	100	CodingAgents
3	Ollama	82	40	100	100	Local AICodingAgents
4	OpenAI Codex	82	40	100	100	CodingAgents
5	OpenHands	82	40	100	100	CodingAgents
6	Zed	82	40	100	100	Coding
7	Cursor	70	40	70	100	CodingAgents
8	GitHub Copilot	70	40	70	100	CodingAgents
9	Bolt	68	40	65	100	CodingNo-code
10	Devin Desktop (windsurf.com)	68	40	65	100	CodingAgents
11	Rosebud AI	68	40	65	100	Game devCoding
12	v0 by Vercel	66	40	60	100	CodingDesign
13	ChatGPT	62	40	50	100	WritingResearchChat
14	Lovable	62	40	50	100	CodingNo-code
15	Claude Code	48	40	15	100	CodingAgents
16	Replit	48	40	15	100	CodingNo-codeAgents

Best agents AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	AAider	82	40	100	100	CodingAgents
2	Browser Use	82	40	100	100	AgentsAutomation
3	Cline	82	40	100	100	CodingAgents
4	CrewAI	82	40	100	100	AgentsAutomation
5	LangGraph	82	40	100	100	Agents
6	Ollama	82	40	100	100	Local AICodingAgents
7	OpenAI Codex	82	40	100	100	CodingAgents
8	OpenHands	82	40	100	100	CodingAgents
9	Cursor	70	40	70	100	CodingAgents
10	GitHub Copilot	70	40	70	100	CodingAgents
11	Notion AI	70	40	70	100	WritingAgents
12	Devin Desktop (windsurf.com)	68	40	65	100	CodingAgents
13	LM Studio	68	40	65	100	Local AIAgents
14	Zapier	68	40	65	100	AutomationAgents
15	Inworld AI	66	40	60	100	Game devVoiceAgents
16	Lindy	66	40	60	100	AgentsAutomation
17	Make	62	40	50	100	AutomationAgents
18	n8n	62	40	50	100	AutomationAgents
19	Claude Code	48	40	15	100	CodingAgents
20	Replit	48	40	15	100	CodingNo-codeAgents
21	Gumloop	44	40	5	100	AgentsAutomation
22	Manus	42	40	0	100	AgentsResearch

Best automation AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	Browser Use	82	40	100	100	AgentsAutomation
2	CrewAI	82	40	100	100	AgentsAutomation
3	Zapier	68	40	65	100	AutomationAgents
4	Lindy	66	40	60	100	AgentsAutomation
5	Make	62	40	50	100	AutomationAgents
6	n8n	62	40	50	100	AutomationAgents
7	Gumloop	44	40	5	100	AgentsAutomation

Best game dev AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	ElevenLabs	70	40	70	100	VoiceVideoGame dev
2	Suno	70	40	70	100	MusicGame dev
3	Meshy	68	40	65	100	Game dev3D
4	Rosebud AI	68	40	65	100	Game devCoding
5	Tripo AI	68	40	65	100	Game dev3D
6	Inworld AI	66	40	60	100	Game devVoiceAgents
7	Midjourney	50	40	20	100	ImageGame dev
8	Scenario	48	40	15	100	Game devImage

Best video AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	ComfyUI	82	40	100	100	ImageVideoLocal AI
2	ElevenLabs	70	40	70	100	VoiceVideoGame dev
3	Google Gemini	70	40	70	100	WritingResearchChat
4	Pika	70	40	70	100	Video
5	Canva	68	40	65	100	DesignImageVideo
6	Descript	68	40	65	100	VideoVoiceWriting
7	Runway	68	40	65	100	VideoImage
8	HeyGen	66	40	60	100	Video
9	Synthesia	62	40	50	100	Video
10	Luma	46	40	10	100	VideoImage
11	Kling AI	42	40	0	100	VideoImage

Best writing AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	Google Gemini	70	40	70	100	WritingResearchChat
2	Notion AI	70	40	70	100	WritingAgents
3	Claude	68	40	65	100	WritingResearchChat
4	Descript	68	40	65	100	VideoVoiceWriting
5	Grammarly	68	40	65	100	Writing
6	ChatGPT	62	40	50	100	WritingResearchChat
7	Jasper	44	40	5	100	WritingMarketing
8	Gemini Notebook (formerly NotebookLM)	42	40	0	100	ResearchWriting

Best research AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	Google Gemini	70	40	70	100	WritingResearchChat
2	Claude	68	40	65	100	WritingResearchChat
3	Elicit	68	40	65	100	Research
4	Perplexity	68	40	65	100	ResearchChat
5	ChatGPT	62	40	50	100	WritingResearchChat
6	Gemini Notebook (formerly NotebookLM)	42	40	0	100	ResearchWriting
7	Manus	42	40	0	100	AgentsResearch

Best image AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	ComfyUI	82	40	100	100	ImageVideoLocal AI
2	Canva	68	40	65	100	DesignImageVideo
3	Runway	68	40	65	100	VideoImage
4	Midjourney	50	40	20	100	ImageGame dev
5	Ideogram	48	40	15	100	ImageDesign
6	Scenario	48	40	15	100	Game devImage
7	Luma	46	40	10	100	VideoImage
8	Kling AI	42	40	0	100	VideoImage

Best local AI AI tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	ComfyUI	82	40	100	100	ImageVideoLocal AI
2	Ollama	82	40	100	100	Local AICodingAgents
3	LM Studio	68	40	65	100	Local AIAgents
4	Open WebUI	62	40	50	100	Local AIChat

All tools

#	Tool	Score	Test depth	Value	Freshness	Categories
1	AAider	82	40	100	100	CodingAgents
2	Browser Use	82	40	100	100	AgentsAutomation
3	Cline	82	40	100	100	CodingAgents
4	ComfyUI	82	40	100	100	ImageVideoLocal AI
5	CrewAI	82	40	100	100	AgentsAutomation
6	LangGraph	82	40	100	100	Agents
7	Ollama	82	40	100	100	Local AICodingAgents
8	OpenAI Codex	82	40	100	100	CodingAgents
9	OpenHands	82	40	100	100	CodingAgents
10	Zed	82	40	100	100	Coding
11	Cursor	70	40	70	100	CodingAgents
12	ElevenLabs	70	40	70	100	VoiceVideoGame dev
13	GitHub Copilot	70	40	70	100	CodingAgents
14	Google Gemini	70	40	70	100	WritingResearchChat
15	Notion AI	70	40	70	100	WritingAgents
16	Pika	70	40	70	100	Video
17	Suno	70	40	70	100	MusicGame dev
18	Bolt	68	40	65	100	CodingNo-code
19	Canva	68	40	65	100	DesignImageVideo
20	Claude	68	40	65	100	WritingResearchChat
21	Descript	68	40	65	100	VideoVoiceWriting
22	Devin Desktop (windsurf.com)	68	40	65	100	CodingAgents
23	Elicit	68	40	65	100	Research
24	Grammarly	68	40	65	100	Writing
25	LM Studio	68	40	65	100	Local AIAgents
26	Meshy	68	40	65	100	Game dev3D
27	Perplexity	68	40	65	100	ResearchChat
28	Rosebud AI	68	40	65	100	Game devCoding
29	Runway	68	40	65	100	VideoImage
30	Tripo AI	68	40	65	100	Game dev3D
31	Zapier	68	40	65	100	AutomationAgents
32	HeyGen	66	40	60	100	Video
33	Inworld AI	66	40	60	100	Game devVoiceAgents
34	Lindy	66	40	60	100	AgentsAutomation
35	v0 by Vercel	66	40	60	100	CodingDesign
36	ChatGPT	62	40	50	100	WritingResearchChat
37	Lovable	62	40	50	100	CodingNo-code
38	Make	62	40	50	100	AutomationAgents
39	n8n	62	40	50	100	AutomationAgents
40	Open WebUI	62	40	50	100	Local AIChat
41	Synthesia	62	40	50	100	Video
42	Midjourney	50	40	20	100	ImageGame dev
43	Claude Code	48	40	15	100	CodingAgents
44	Ideogram	48	40	15	100	ImageDesign
45	Replit	48	40	15	100	CodingNo-codeAgents
46	Scenario	48	40	15	100	Game devImage
47	Luma	46	40	10	100	VideoImage
48	Gumloop	44	40	5	100	AgentsAutomation
49	Jasper	44	40	5	100	WritingMarketing
50	Gemini Notebook (formerly NotebookLM)	42	40	0	100	ResearchWriting
51	Kling AI	42	40	0	100	VideoImage
52	Manus	42	40	0	100	AgentsResearch