Is that AI vendor built to last, or just hype?
Independent, source-cited ratings of 100 B2B AI companies, written for entrepreneurs and small businesses deciding which tools and partners to bet on.
Browse the directoryHow we rate
100 rated so far: 26 Buy · 63 Hold · 11 Hype. The rest are queued.
Latest ratings
Hold medium confidence
OpenAI
Foundation models & AI labs
Buy medium confidenceAnthropic
Foundation models & AI labs
Buy medium confidenceGoogle DeepMind / Gemini
Foundation models & AI labs
Hold low confidenceMistral AI
Foundation models & AI labs
Hold high confidenceCohere
Foundation models & AI labs
Hold medium confidencexAI
Foundation models & AI labs
Hold medium confidenceAI21 Labs
Foundation models & AI labs
Hold medium confidenceReka
Foundation models & AI labs
Hype medium confidenceThinking Machines Lab
Foundation models & AI labs
Hype medium confidenceSafe Superintelligence
Foundation models & AI labs
Hype low confidencePerplexity
AI search & knowledge
Hold medium confidenceGlean
AI search & knowledge
Hold medium confidenceYou.com
AI search & knowledge
Hold high confidenceHebbia
AI search & knowledge
Hold medium confidenceWriter
Enterprise AI platforms
Buy high confidenceDatabricks
Data & AI infrastructure
Buy high confidenceSnowflake
Data & AI infrastructure
Hold low confidenceScale AI
Data labeling & evaluation
Buy medium confidenceSurge AI
Data labeling & evaluation
Buy medium confidenceSnorkel AI
Data labeling & evaluation
Hold medium confidenceLabelbox
Data labeling & evaluation
Hold medium confidenceMercor
Data labeling & evaluation
Buy medium confidenceTuring
Data labeling & evaluation
Hold medium confidencePinecone
Data & AI infrastructure
Hold medium confidenceWeaviate
Data & AI infrastructure
Hold medium confidenceUnstructured
Data & AI infrastructure
Hold medium confidenceLangChain
Agent & LLM dev tools
Hold medium confidenceLlamaIndex
Agent & LLM dev tools
Hold high confidenceWeights & Biases
Agent & LLM dev tools
Hold medium confidenceHugging Face
Agent & LLM dev tools
Buy medium confidenceArize AI
Agent & LLM dev tools
Hold medium confidenceBraintrust
Agent & LLM dev tools
Buy medium confidenceVercel
Agent & LLM dev tools
Buy high confidenceNVIDIA
Compute & inference infrastructure
Hold medium confidenceCoreWeave
Compute & inference infrastructure
Hold medium confidenceLambda
Compute & inference infrastructure
Hold medium confidenceTogether AI
Compute & inference infrastructure
Buy medium confidenceFireworks AI
Compute & inference infrastructure
Hold medium confidenceBaseten
Compute & inference infrastructure
Buy medium confidenceModal
Compute & inference infrastructure
Buy high confidenceReplicate
Compute & inference infrastructure
Hold medium confidenceGroq
Compute & inference infrastructure
Hold high confidenceCerebras
Compute & inference infrastructure
Hold medium confidenceSambaNova
Compute & inference infrastructure
Hold medium confidenceCrusoe
Compute & inference infrastructure
Buy high confidenceNebius
Compute & inference infrastructure
Hold medium confidenceAnysphere (Cursor)
AI coding tools
Buy high confidenceGitHub Copilot
AI coding tools
Hold low confidenceCognition (Devin / Windsurf)
AI coding tools
Hold medium confidenceReplit
AI coding tools
Hold medium confidenceLovable
AI coding tools
Hold medium confidenceBolt (StackBlitz)
AI coding tools
Hype medium confidencePoolside
AI coding tools
Hype medium confidenceMagic
AI coding tools
Hold medium confidenceSourcegraph (Amp)
AI coding tools
Hold medium confidenceTabnine
AI coding tools
Hold medium confidenceFactory
AI coding tools
Hype medium confidenceAugment Code
AI coding tools
Hold medium confidenceQodo
AI coding tools
Hold medium confidenceSierra
AI agents & customer service
Hold medium confidenceDecagon
AI agents & customer service
Hold high confidenceIntercom (Fin)
AI agents & customer service
Hold medium confidenceAda
AI agents & customer service
Hold medium confidenceSalesforce Agentforce
AI agents & customer service
Buy medium confidenceMoveworks
AI agents & customer service
Hype medium confidenceAdept
AI agents & customer service
Hold high confidenceUiPath
AI agents & customer service
Buy high confidenceMicrosoft Copilot
Enterprise AI platforms
Hype high confidenceC3 AI
Enterprise AI platforms
Buy high confidencePalantir
Enterprise AI platforms
Hold medium confidenceDataRobot
Enterprise AI platforms
Hold medium confidenceH2O.ai
Enterprise AI platforms
Buy medium confidenceDataiku
Enterprise AI platforms
Buy high confidenceServiceNow
Enterprise AI platforms
Hold medium confidenceHarvey
Vertical AI (legal, health, finance)
Hold medium confidenceAbridge
Vertical AI (legal, health, finance)
Hold medium confidenceAmbience Healthcare
Vertical AI (legal, health, finance)
Hold high confidenceOpenEvidence
Vertical AI (legal, health, finance)
Hold medium confidenceHippocratic AI
Vertical AI (legal, health, finance)
Hold medium confidenceEvenUp
Vertical AI (legal, health, finance)
Hold medium confidenceRogo
Vertical AI (legal, health, finance)
Hold medium confidenceElevenLabs
Voice & speech AI
Hold medium confidenceDeepgram
Voice & speech AI
Hold medium confidenceAssemblyAI
Voice & speech AI
Hold medium confidencePolyAI
Voice & speech AI
Hold medium confidenceVapi
Voice & speech AI
Buy medium confidenceSynthesia
Content, media & marketing AI
Hype medium confidenceRunway
Content, media & marketing AI
Hold medium confidenceJasper
Content, media & marketing AI
Hold medium confidenceMidjourney
Content, media & marketing AI
Hype medium confidenceBlack Forest Labs
Content, media & marketing AI
Buy medium confidenceHeyGen
Content, media & marketing AI
Buy medium confidenceGong
Sales, productivity & workflow AI
Hold medium confidenceClay
Sales, productivity & workflow AI
Buy medium confidenceNotion AI
Sales, productivity & workflow AI
Hold medium confidenceOtter.ai
Sales, productivity & workflow AI
Hype medium confidenceGranola
Sales, productivity & workflow AI
Buy medium confidenceAbnormal AI
AI security
Hold medium confidenceDarktrace
AI security
Buy high confidenceProtect AI
AI security
Browse by category
AI agents & customer service
8 companies
AI coding tools
13 companies
AI search & knowledge
4 companies
AI security
3 companies
Agent & LLM dev tools
7 companies
Compute & inference infrastructure
13 companies
Content, media & marketing AI
6 companies
Data & AI infrastructure
5 companies
Data labeling & evaluation
6 companies
Enterprise AI platforms
8 companies
Foundation models & AI labs
10 companies
Sales, productivity & workflow AI
5 companies
Vertical AI (legal, health, finance)
7 companies
Voice & speech AI
5 companies