AimostAll Score · methodology v1

Best open-source AI tools

Open source is recorded as a fact with a source link, so this list is not based on self-description alone.

Ranked from verified facts, not opinions or paid placement. Only tools with at least 35% data coverage and no open review flag are listed (2285 of 4047 catalog entries are evaluated so far).

135tools in this ranking
71average score
99highest score
74%average data coverage
2285/4047catalog evaluated
#1
99/100

Browser Use

Other · coverage 83% · high confidence
Dev100Biz100Value100Trust97
#2
99/100

Barudion

Image · coverage 46% · medium confidence
Dev—Biz—Value100Trust98
#3
98/100

Photo Editor AI

Image · coverage 79% · high confidence
Dev100Biz100Value100Trust94
#1
99Score

Browser Use

Othercoverage 83%evaluated 2026-09-20free tieropen sourcepublic API
Dev100Biz100Value100Trust97
#2
99Score

Barudion

Imagecoverage 46%evaluated 2026-09-04free tieropen source
Dev—Biz—Value100Trust98
#3
98Score

Photo Editor AI

Imagecoverage 79%evaluated 2026-09-07free tieropen sourcepublic API
Dev100Biz100Value100Trust94
#4
98Score

RunDiffusion

Imagecoverage 77%evaluated 2026-09-07free tieropen sourcepublic API
Dev100Biz100Value100Trust92
#5
98Score

Metabase

Analyticscoverage 63%evaluated 2026-08-21open sourcepublic API
Dev100Biz100Value—Trust96
#6
97Score

Bika.ai

Imagecoverage 78%evaluated 2026-09-07free tieropen sourcepublic API
Dev100Biz100Value100Trust91
#7
97Score

crewAI

Workflowcoverage 73%evaluated 2026-09-04free tieropen sourcepublic API
Dev100Biz100Value100Trust89
#8
97Score

mo-di-diffusion on Hugging Face

Imagecoverage 66%evaluated 2026-09-07open sourcepublic API
Dev100Biz100Value—Trust93
#9
97Score

n8n

Workflowcoverage 65%evaluated 2026-08-21open sourcepublic API
Dev100Biz96Value98Trust94
#10
96Score

Vectorize

Workflowcoverage 76%evaluated 2026-09-04free tieropen sourcepublic API
Dev100Biz100Value84Trust96
#11
96Score

Hotpot

Imagecoverage 74%evaluated 2026-09-07open sourcepublic API
Dev100Biz100Value89Trust93
#12
96Score

Hugging Face

Programmingcoverage 66%evaluated 2026-08-21free tieropen sourcepublic API
Dev100Biz96Value91Trust96
#13
95Score

Agno

Workflowcoverage 73%evaluated 2026-09-03free tieropen sourcepublic API
Dev100Biz100Value100Trust84
#14
95Score

LiteLLM

Programmingcoverage 72%evaluated 2026-09-04free tieropen sourcepublic API
Dev100Biz100Value94Trust87
#15
95Score

Stable Horde

Imagecoverage 63%evaluated 2026-09-07free tieropen sourcepublic API
Dev100Biz96Value94Trust92
#16
95Score

Qdrant

Developmentcoverage 59%evaluated 2026-08-22free tieropen sourcepublic API
Dev100Biz96Value84Trust97
#17
94Score

Hugging Face Inference Providers

Developmentcoverage 67%evaluated 2026-08-22free tieropen sourcepublic API
Dev100Biz100Value91Trust87
#18
94Score

Stable Diffusion

Imagecoverage 63%evaluated 2026-09-07free tieropen sourcepublic API
Dev100Biz100Value87Trust90
#19
93Score

Inworld

Imagecoverage 80%evaluated 2026-09-07open sourcepublic API
Dev100Biz100Value74Trust93
#20
93Score

ProductAI

Imagecoverage 78%evaluated 2026-09-07open sourcepublic API
Dev100Biz100Value77Trust93
#21
93Score

Vanna.AI

Programmingcoverage 63%evaluated 2026-09-04free tieropen sourcepublic API
Dev100Biz100Value94Trust82
#22
93Score

Flair AI

Imagecoverage 61%evaluated 2026-09-07free tieropen sourcepublic API
Dev86Biz100Value98Trust90
#23
93Score

MiniMax API

Developmentcoverage 61%evaluated 2026-08-22open sourcepublic API
Dev100Biz81Value—Trust96
#24
93Score

Prisma

Developmentcoverage 53%evaluated 2026-08-21free tieropen sourcepublic API
Dev100Biz—Value91Trust88
#25
92Score

Shotstack

Videocoverage 60%evaluated 2026-09-04open sourcepublic API
Dev100Biz90Value81Trust94
#26
92Score

Mistral AI

Textcoverage 53%evaluated 2026-08-22open sourcepublic API
Dev100Biz78Value—Trust96
#27
92Score

Comp AI

Imagecoverage 49%evaluated 2026-09-05open sourcepublic API
Dev98Biz81Value—Trust96
#28
92Score

Magic Studio

Imagecoverage 45%evaluated 2026-09-07free tieropen source
Dev—Biz90Value99Trust90
#29
92Score

MagicPhotos

Imagecoverage 45%evaluated 2026-09-07free tieropen source
Dev—Biz90Value99Trust90
#30
92Score

Stable Diffusion

Imagecoverage 35%evaluated 2026-08-21open sourcepublic API
Dev95Biz—Value—Trust89
#31
91Score

Clipdrop

Imagecoverage 61%evaluated 2026-09-07free tieropen sourcepublic API
Dev100Biz72Value100Trust92
#32
91Score

Giselle

Workflowcoverage 56%evaluated 2026-09-04free tieropen source
Dev92Biz78Value100Trust95
#33
91Score

Weaviate

Developmentcoverage 54%evaluated 2026-08-22open sourcepublic API
Dev100Biz90Value74Trust96
#34
91Score

BLOOM

Programmingcoverage 39%evaluated 2026-09-04open sourcepublic API
Dev100Biz—Value—Trust84
#35
90Score

CatDoes

Imagecoverage 59%evaluated 2026-09-07free tieropen sourcepublic API
Dev83Biz100Value100Trust82
#36
90Score

Chroma

Developmentcoverage 56%evaluated 2026-08-22free tieropen sourcepublic API
Dev100Biz72Value91Trust96
#37
90Score

Ollama

Developmentcoverage 55%evaluated 2026-08-22free tieropen sourcepublic API
Dev100Biz78Value87Trust93
#38
90Score

LlamaIndex

Developmentcoverage 51%evaluated 2026-08-22open sourcepublic API
Dev100Biz78Value—Trust92
#39
90Score

Flux AI

Imagecoverage 44%evaluated 2026-08-22open sourcepublic API
Dev95Biz78Value—Trust95
#40
89Score

Together AI

Developmentcoverage 49%evaluated 2026-08-22open sourcepublic API
Dev100Biz78Value81Trust93
#41
88Score

DeepSeek

Textcoverage 72%evaluated 2026-08-21free tieropen sourcepublic API
Dev100Biz58Value100Trust95
#42
87Score

Aider

Programmingcoverage 57%evaluated 2026-09-07free tieropen source
Dev77Biz100Value100Trust75
#43
87Score

Langchain

Developmentcoverage 50%evaluated 2026-08-22open sourcepublic API
Dev100Biz78Value—Trust83
#44
87Score

Cline

Programmingcoverage 45%evaluated 2026-09-04free tieropen sourcepublic API
Dev86Biz—Value88Trust87
#45
86Score

Factory

Programmingcoverage 100%evaluated 2026-09-05open sourcepublic API
Dev82Biz100Value61Trust93
#46
86Score

Kilo

Productivitycoverage 51%evaluated 2026-08-21free tieropen sourcepublic API
Dev100Biz75Value98Trust77
#47
86Score

Thinkdiffusion

Imagecoverage 51%evaluated 2026-09-07open source
Dev77Biz84Value—Trust94
#48
86Score

ResMe

Imagecoverage 37%evaluated 2026-09-05free tieropen source
Dev—Biz72Value91Trust94
#49
85Score

LM Studio

Developmentcoverage 50%evaluated 2026-08-22open sourcepublic API
Dev100Biz87Value60Trust87
#50
85Score

Jan

Developmentcoverage 48%evaluated 2026-09-03free tieropen sourcepublic API
Dev100Biz—Value62Trust88

Scores are calculated by AimostAll with fixed public rules; AI assists only with factual research. See the methodology for the exact weights, or open any tool page for its full fact list.

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