Alternatives to Lean
The top MLOps companies similar to Lean, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
Mambu67FintechBerlin, Germany$443.8M
Linear57SoftwareSan Francisco, United States$134.0M
Jira30SaaSSydney, Australia
Aspect42ActiveSan Francisco, United States$10.0M
Temporal71Workflow AutomationSeattle, United States$134.0M
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0M
Comet ML62MLOpsNew York, United States$69.8M
Opsera.io62MLOpsSan Jose, United States$25.0M
Run:AI61ComputingTel Aviv, Israel$118.0M
Komodor61Software DevelopmentTel Aviv, Israel$67.0M
Zapier57Workflow AutomationSan Francisco, United States$1.3B
IFTTT55Workflow AutomationSan Francisco, United States$62.5M
Vect55EnterpriseSan Francisco, United States
Raycast55ProductivityLondon, United Kingdom$17.7M
KiloClaw54Artificial Intelligence
Superblocks54MLOpsSan Francisco, United States$83.0M
SRE.ai54MLOps$9.7M- AGAgentDesk / BrowserTools54Recruitment Tech$17.0M
DVC54MLOpsSan Francisco, United States$154.0M
Langflow53Agentic AILisbon, Portugal
Baz52Developer ToolsTel Aviv, Israel$8.0M
Runhouse52EnterpriseSan Francisco, United States$4.9M
Bauplanlabs49MLOpsSan Francisco, United States
Otoma48FintechTel Aviv, Israel$8.0M
Inngest Inc.48Developer ToolsSan Francisco, United States$5.0M
SageOx47Artificial IntelligenceSeattle, USA$15.0M- TETelo47MLOpsSan Francisco, United States$21.5M
Alignment Labs46EnterpriseSan Francisco, United States
Apideck46API PlatformUnknown, Unknown
MLflow45MLOpsSeattle, United States
Edgebrix45AutomationSan Francisco, United States
Kaholo45Enterprise$4.6M
Exafunction44MLOpsSan Francisco, United States$28.0M
Amplication44EnterpriseTel Aviv, Israel
Continue AI44Recruiting$5.7M
Aviator44MLOpsSan Francisco, United States$2.4M
Code Input43Developer Tools$6.5M- Blacksmith Software .40AI Coding AssistantSan Francisco, United States$10.0M
- Flatweave40AI Coding AssistantSan Francisco, United States$10.0M
- ALAlembic Technologies39MLOpsTel Aviv, Israel$163.2M
Oneleet39AI Coding AssistantTel Aviv, Israel$12.3M
ZIGI AI35Enterprise$1.5M
Vinco35Generative AI
Fathom.io33MLOps
Transient.AI .33Cloud InfrastructureSan Francisco, United States
BuildShip31MLOpsSan Francisco, United States- WRWrangler28MLOpsSan Francisco, United States$1.5M
Nuvem AI28EnterpriseTel Aviv, Israel
Joulix AI Technologies27AI Tools & AppsSan Francisco, Israel$2.3M
Synodic Software27AI Coding AssistantToronto, Canada$1.0M
Swagger24API DevelopmentSomerville, United States
Shook.io23Marketplace
Visionsoft21AI Coding AssistantTel Aviv, Israel
AWS Step Functions20Workflow AutomationSeattle, United States
Apache Airflow19MLOps- Conduitops19AI InfrastructureTel Aviv, Israel$1.0M
- HEHexbytes17AI Coding Assistant
API Platform16API PlatformParis, France
LLMStack15Agentic AI
Shield3414EnterpriseTel Aviv, Israel
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| Mambu | Fintech | Berlin, Germany | $443.8M | 67 |
| Linear | Software | San Francisco, United States | $134.0M | 57 |
| Jira | SaaS | Sydney, Australia | — | 30 |
| Aspect | Active | San Francisco, United States | $10.0M | 42 |
| Temporal | Workflow Automation | Seattle, United States | $134.0M | 71 |
| Weights & Biases (W&B) | MLOps | San Francisco, United States | $521.0M | 63 |
| Comet ML | MLOps | New York, United States | $69.8M | 62 |
| Opsera.io | MLOps | San Jose, United States | $25.0M | 62 |
| Run:AI | Computing | Tel Aviv, Israel | $118.0M | 61 |
| Komodor | Software Development | Tel Aviv, Israel | $67.0M | 61 |
| Zapier | Workflow Automation | San Francisco, United States | $1.3B | 57 |
| IFTTT | Workflow Automation | San Francisco, United States | $62.5M | 55 |
| Vect | Enterprise | San Francisco, United States | — | 55 |
| Raycast | Productivity | London, United Kingdom | $17.7M | 55 |
| KiloClaw | Artificial Intelligence | — | — | 54 |
| Superblocks | MLOps | San Francisco, United States | $83.0M | 54 |
| SRE.ai | MLOps | — | $9.7M | 54 |
| AGAgentDesk / BrowserTools | Recruitment Tech | — | $17.0M | 54 |
| DVC | MLOps | San Francisco, United States | $154.0M | 54 |
| Langflow | Agentic AI | Lisbon, Portugal | — | 53 |
| Baz | Developer Tools | Tel Aviv, Israel | $8.0M | 52 |
| Runhouse | Enterprise | San Francisco, United States | $4.9M | 52 |
| Bauplanlabs | MLOps | San Francisco, United States | — | 49 |
| Otoma | Fintech | Tel Aviv, Israel | $8.0M | 48 |
| Inngest Inc. | Developer Tools | San Francisco, United States | $5.0M | 48 |
| SageOx | Artificial Intelligence | Seattle, USA | $15.0M | 47 |
| TETelo | MLOps | San Francisco, United States | $21.5M | 47 |
| Alignment Labs | Enterprise | San Francisco, United States | — | 46 |
| Apideck | API Platform | Unknown, Unknown | — | 46 |
| MLflow | MLOps | Seattle, United States | — | 45 |
| Edgebrix | Automation | San Francisco, United States | — | 45 |
| Kaholo | Enterprise | — | $4.6M | 45 |
| Exafunction | MLOps | San Francisco, United States | $28.0M | 44 |
| Amplication | Enterprise | Tel Aviv, Israel | — | 44 |
| Continue AI | Recruiting | — | $5.7M | 44 |
| Aviator | MLOps | San Francisco, United States | $2.4M | 44 |
| Code Input | Developer Tools | — | $6.5M | 43 |
| AI Coding Assistant | San Francisco, United States | $10.0M | 40 | |
| AI Coding Assistant | San Francisco, United States | $10.0M | 40 | |
| ALAlembic Technologies | MLOps | Tel Aviv, Israel | $163.2M | 39 |
| Oneleet | AI Coding Assistant | Tel Aviv, Israel | $12.3M | 39 |
| ZIGI AI | Enterprise | — | $1.5M | 35 |
| Vinco | Generative AI | — | — | 35 |
| Fathom.io | MLOps | — | — | 33 |
| Transient.AI . | Cloud Infrastructure | San Francisco, United States | — | 33 |
| BuildShip | MLOps | San Francisco, United States | — | 31 |
| WRWrangler | MLOps | San Francisco, United States | $1.5M | 28 |
| Nuvem AI | Enterprise | Tel Aviv, Israel | — | 28 |
| Joulix AI Technologies | AI Tools & Apps | San Francisco, Israel | $2.3M | 27 |
| Synodic Software | AI Coding Assistant | Toronto, Canada | $1.0M | 27 |
| Swagger | API Development | Somerville, United States | — | 24 |
| Shook.io | Marketplace | — | — | 23 |
| Visionsoft | AI Coding Assistant | Tel Aviv, Israel | — | 21 |
| AWS Step Functions | Workflow Automation | Seattle, United States | — | 20 |
| Apache Airflow | MLOps | — | — | 19 |
| AI Infrastructure | Tel Aviv, Israel | $1.0M | 19 | |
| HEHexbytes | AI Coding Assistant | — | — | 17 |
| API Platform | API Platform | Paris, France | — | 16 |
| LLMStack | Agentic AI | — | — | 15 |
| Shield34 | Enterprise | Tel Aviv, Israel | — | 14 |