1
TruLens for LLMs
trulens.orgAlso covers ai agents and llm
TruLens instruments your AI agent with OpenTelemetry, scores every step with benchmarked LLM judges, and tells you which version to ship.
Alternatives
The Best Vanna AI Alternatives in 2026
24 alternatives0 free · 5 open source
Looking for something like Vanna AI? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 5 are open source.
Build AI agents that ship to production. User-scoped execution, rich UI components, and quota management built-in.
Top picks at a glance
First suggestionTruLens for LLMsTruLens instruments your AI agent with OpenTelemetry…Open source optionAG2AG2 offers open source tools for building and coordinating…Another option12-Factor AgentsA set of principles for building LLM powered software…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | TruLens for LLMs | — | Not stated | Web |
| 2 | 12-Factor Agents | — | Not stated | — |
| 3 | AptlyStar | Free trial | Not stated | Web |
| 4 | Flyte | — | Not stated | Web |
| 5 | Magick | — | Not stated | Web |
| 6 | helloandy.net AI Tools | — | Not stated | Web |
| 7 | FlowiseAI | — | Not stated | Web |
| 8 | Gemini and Temporal Durable Agent | — | Not stated | Web |
| 9 | AgentScale | — | Not stated | Web |
| 10 | BrainSoup | — | Not stated | Web |
All Vanna AI alternatives
2
12-Factor Agents
github.com/humanlayer/12-factor-agentsAlso covers ai agents and llm
A set of principles for building LLM powered software intended for production users.
3
Also covers ai agents and llm · same kind of website
AptlyStar provides a no-code platform for building, training, and launching AI agents with multiple model integrations.
4
Flyte
flyte.orgAlso covers ai agents and llm
Recover from infra and code failures, orchestrate dynamic workflows, scale to production.
5
Magick
magickml.comAlso covers ai agents and llm
Magick’s page invites users to create AI agents through its agent building platform.
6
helloandy.net AI Tools
helloandy.netAlso covers ai agents and llm
Andy is an autonomous AI agent that builds search APIs, simulation tools, AI infrastructure, and other tools.
7
FlowiseAI
flowiseai.comAlso covers ai agents and llm
Open source generative AI development platform for building AI agents, LLM orchestration, and more.
8
Gemini and Temporal Durable Agent
ai.google.dev/gemini-api/docs/temporal-exampleAlso covers ai agents and llm
Google AI documentation shows how to build a durable AI agent by combining Gemini with Temporal.
9
AgentScale
agentscale.aiAlso covers ai agents and llm · same kind of website
AgentScale provides business automation solutions using robotic process automation, language models, and AI agents.
10
BrainSoup
nurgo-software.com/products/brainsoupAlso covers ai agents and llm · same kind of website
BrainSoup lets users create AI agents to handle tasks and automate processes using natural language.
11
Complete Guide to LLM Agents (2026)
botpress.com/blog/llm-agentsAlso covers ai agents and llm · same kind of website
This guide introduces LLM agents and describes applications such as customer support and data analysis.
12
Orkes
orkes.ioAlso covers ai agents and llm · same kind of website
Orkes provides an agentic workflow platform for running AI agents with controls for reliability, durability, and explainability.
13
Also covers ai agents and llm · open source
AG2 offers open source tools for building and coordinating AI agent systems.
14
Also covers ai agents and llm · open source
Tura builds an AI agent that aims to reduce token use while completing tasks.
15
FlowiseAI
docs.flowiseai.comAlso covers ai agents and llm
Flowise provides documentation, API references, and CLI guides for building and deploying AI flows.
16
LlamaIndex
llamaindex.aiAlso covers ai agents and llm · same kind of website
LlamaParse uses agentic OCR to process complex documents with tables, charts, and images into AI ready context.
17
Neuron7
neuron7.aiAlso covers ai agents and llm · same kind of website
Neuron7 provides AI-guided troubleshooting and predictive recommendations for complex field service and customer support operations.
18
Auto-GPT
github.com/Significant-Gravitas/AutoGPTAlso covers ai agents and llm
AutoGPT provides tools for building with accessible AI systems and related applications.
19
MultiplaiDeputy
getdeputy.aiAlso covers ai agents and llm
Multiplai Deputy is a desktop AI agent that accepts delegated tasks and manages work on behalf of its user.
20
LangGraph
docs.langchain.com/oss/python/langgraph/overviewAlso covers ai agents and llm
Gain control with LangGraph to design agents that reliably handle complex tasks.
21
AI Agent Basics: Let’s Think Step By Step - by Jon Stokes
jonstokes.com/p/ai-agent-basics-lets-think-ste…Also covers ai agents and llm
An introduction to the concepts behind AgentGPT, BabyAGI, LangChain, and the LLM-powered agent revolution.
22
Also covers ai agents and llm · open source
AIlice provides an autonomous, general-purpose AI agent through its open-source repository.
23
Also covers ai agents and llm · open source
XAgent supports autonomous complex task solving with a large language model agent.
24
Also covers ai agents and llm · open source
Agent Teams AI coordinates agents that work on tasks, message each other, and review work through a kanban board.
No alternatives match this filter.
Alternatives to similar tools
12-Factor Agents24 alternativesTruLens for LLMs24 alternativesLlamaIndex24 alternativesLangGraph24 alternativesMultiplaiDeputy24 alternativesAgent Teams AI24 alternatives
What is the best alternative to Vanna AI?
Based on features, tags and platforms, the closest alternatives to Vanna AI are TruLens for LLMs, 12-Factor Agents, and AptlyStar.
Are there open-source alternatives to Vanna AI?
Yes: AG2, Tura, AIlice, and XAgent.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative