The best evidently alternatives

BentoML

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Choose BentoML if…

• you would rather work in Python than Jupyter Notebook
• you want the more recently updated codebase
• you specifically need ai-inference or deep-learning

Shares generative-ai, llm, llmops, machine-learning with evidently.

serve

jina-ai/serve

☁️ Build multimodal AI applications with cloud-native stack

Choose serve if…

• you would rather work in Python than Jupyter Notebook
• you want the more widely starred option (21.8k)
• you specifically need cloud-native or cncf

Shares generative-ai, llmops, machine-learning, mlops with evidently.

metaflow

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Choose metaflow if…

• you would rather work in Python than Jupyter Notebook
• you want the more recently updated codebase
• you specifically need agents or ai

Shares generative-ai, llm, llmops, machine-learning with evidently.

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Choose transformers if…

• you would rather work in Python than Jupyter Notebook
• you want the more widely starred option (168.5k)
• you want the more recently updated codebase
• you specifically need audio or deep-learning

Shares hacktoberfest, llm, machine-learning with evidently.

ray

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Choose ray if…

• you would rather work in Python than Jupyter Notebook
• you want the more widely starred option (44.2k)
• you want the more recently updated codebase
• you specifically need deep-learning or deployment

Shares data-science, llm, machine-learning with evidently.

AdalFlow

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

Choose AdalFlow if…

• you would rather work in Python than Jupyter Notebook
• MIT License suits your use better than Apache License 2.0
• you want the more recently updated codebase
• you specifically need agent or ai

Shares generative-ai, llm, machine-learning with evidently.

gateway

Portkey-AI/gateway

A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

Choose gateway if…

• you would rather work in TypeScript than Jupyter Notebook
• MIT License suits your use better than Apache License 2.0
• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (13.3k)

Shares generative-ai, hacktoberfest, llm, llmops with evidently.

openllmetry

traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

Choose openllmetry if…

• you would rather work in Python than Jupyter Notebook
• you want the more recently updated codebase
• you specifically need artifical-intelligence or datascience

Shares generative-ai, llm, llmops, model-monitoring with evidently.

llm-app

pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Choose llm-app if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (58.7k)
• you want the more recently updated codebase
• you specifically need chatbot or hugging-face

Shares llm, llmops, machine-learning with evidently.

GenAI_Agents

NirDiamant/GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Choose GenAI_Agents if…

• you want the more widely starred option (24.8k)
• you want the more recently updated codebase
• you specifically need agentic-ai or agents

Shares generative-ai, llm, machine-learning with evidently.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• you would rather work in Python than Jupyter Notebook
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (22.0k)
• you want the more recently updated codebase

Shares data-science, jupyter-notebook, machine-learning with evidently.

fiftyone

voxel51/fiftyone

Refine high-quality datasets and visual AI models

Choose fiftyone if…

• you would rather work in TypeScript than Jupyter Notebook
• you want the more recently updated codebase
• you specifically need active-learning or artificial-intelligence

Shares data-quality, data-science, machine-learning with evidently.