Registry / Capabilities / Evaluation & Monitoring

Capability: Evaluation & Monitoring

Tools for evaluating, tracing, observing, monitoring, and improving AI or LLM application quality.

19 formal tools

Related input types

TextStructured DataFunction Call

Related output types

Structured JsonDocument
01

Tools with Evaluation & Monitoring

Augment Code

Augment Code platform for AI evaluation and monitoring and workflow automation.

Build & AutomatePlatformIde ExtensionCLIChat Platform Bot
pricing model
Hybrid
primary route
App Subscription
platforms
macOS, Windows, Linux

AWS Bedrock

AWS platform for building generative AI applications and agents with managed model access, agents, knowledge bases, guardrails, and usage-based pricing.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Model Api
platforms
Web

Baseten

Baseten platform for AI evaluation and monitoring and model gateway management.

Model & InfrastructurePlatformAPISDKCLI
pricing model
Hybrid
primary route
Model Api
platforms
macOS, Windows, Linux

Braintrust

AI observability and evaluation platform for production AI products.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Hybrid
primary route
App Subscription
platforms
Web

Continue

AI checks for pull request quality control.

Build & AutomateProductMarketplace AppCLIIde Extension
pricing model
Hybrid
primary route
Credits
platforms
Web

CrewAI

Multi-agent platform for building, operating, tracing, testing, and scaling AI agent workflows.

Build & AutomatePlatformWeb AppAPICLI
pricing model
Hybrid
primary route
App Subscription
platforms
Web

Databricks Mosaic AI

Databricks Mosaic AI platform for AI data preparation and RAG and vector search.

Model & InfrastructurePlatformWeb AppAPI
pricing model
Usage Based
primary route
Model Api
platforms
Web

Dify

Open-source platform for building agentic workflows, RAG pipelines, AI apps, MCP servers, and APIs.

Build & AutomatePlatformWeb AppAPIPlugin
pricing model
Hybrid
primary route
Team Workspace
platforms
Web

DSPy

DSPy open-source project for AI evaluation and monitoring and agent-building workflows.

Build & AutomateOpen Source ProjectSDK
pricing model
Open Source
primary route
Open Source
platforms
Web, Linux, macOS, Windows

Flowise

Open-source visual builder for AI agents, chatflows, agentflows, RAG workflows, APIs, SDKs, and embedded chatbots.

Build & AutomatePlatformWeb AppAPISDK
pricing model
Hybrid
primary route
App Subscription
platforms
Web

Hugging Face Inference Endpoints

Managed infrastructure for deploying Hugging Face models as dedicated inference endpoints.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Api Usage
platforms
Web

IBM watsonx.ai

IBM watsonx.ai platform for AI evaluation and monitoring and agent-building workflows.

Model & InfrastructurePlatformWeb AppAPI
pricing model
Hybrid
primary route
Model Api
platforms
Web

LangChain

Agent engineering platform and open-source frameworks for building, observing, evaluating, and deploying agents.

Build & AutomateCompany SuiteWeb AppSDKAPI
pricing model
Hybrid
primary route
Team Workspace
platforms
Web

Langfuse

Open-source LLM engineering platform for observability, prompt management, evaluations, metrics, and experiments.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Hybrid
primary route
App Subscription
platforms
Web

LangSmith

LangChain platform for observing, evaluating, and deploying LLM applications and agents.

Model & InfrastructurePlatformWeb AppAPICLI
pricing model
Hybrid
primary route
Team Workspace
platforms
Web

Microsoft Foundry

Azure platform for building, optimizing, deploying, and governing AI apps and agents.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Api Usage
platforms
Web

Pinecone

Managed vector database and inference platform for retrieval and RAG workflows.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Hybrid
primary route
Api Usage
platforms
Web

Together AI

AI cloud platform for model APIs, inference, fine-tuning, evaluations, GPU clusters, and sandboxes.

Model & InfrastructurePlatformAPISDKWeb App
pricing model
Usage Based
primary route
Model Api
platforms
Web

Vertex AI

Google Cloud platform for model building, model APIs, hosting, and generative AI workflows.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Model Api
platforms
Web