ToolVitals

Developer Infrastructure

Alternatives to Refly

Compare healthier or more active tools in the same use case using ToolVitals public evidence.

View Refly profile View Developer Infrastructure leaderboard

Why compare

Signals behind this alternatives page

  • Refly currently shows at least one risk or watch signal in ToolVitals data.
  • The tool is still alive, but signs of slower momentum are visible.
  • Health score: 57/100.
  • Shipping score: 38/100.

Ranked alternatives

Best-fit developer infrastructure options

8 tools
01

Budibase

AI agents, automations and apps that run your operations. Model agnostic.

Active
Health100
Shipping100
Score100
Confidence98
Stars27.9k
ModeOpen Source
View profile Compare with Refly
02

LiteLLM

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

Active
Health100
Shipping100
Score100
Confidence98
Stars44.9k
ModeOpen Source
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03

Langfuse

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

Active
Health100
Shipping100
Score100
Confidence98
Stars26.2k
ModeOpen Source
View profile Compare with Refly
05

Opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Active
Health100
Shipping100
Score100
Confidence90
Stars19.1k
ModeOpen Source
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06

Meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Active
Health100
Shipping100
Score100
Confidence89
Stars57.3k
ModeOpen Source
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07

CopilotKit

The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol

Active
Health100
Shipping100
Score100
Confidence87
Stars30.5k
ModeOpen Source
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08

Composio

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

Active
Health100
Shipping100
Score100
Confidence87
Stars27.9k
ModeOpen Source
View profile Compare with Refly