1
Flyte
flyte.orgAlso covers ai agents
Recover from infra and code failures, orchestrate dynamic workflows, scale to production.
Alternatives
The Best FedML Alternatives in 2026
24 alternatives1 free · 5 open source
Looking for something like FedML? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 5 are open source.
Federated Learning - The Production AI Platform for Federated Learning at Scale.
Top picks at a glance
First suggestionFlyteRecover from infra and code failures, orchestrate dynamic…Free or freemium optionGPTConsoleGPTConsole provides specialized AI agents that work on…Open source optionAgentset:The open-source platform to build AI apps that deliver…Another optionProcysProcys extracts data from documents and automates…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Flyte | — | Not stated | Web |
| 2 | Procys | — | Not stated | Web |
| 3 | Agentset: | — | Yes | Web |
| 4 | Vanna AI | — | Not stated | Web |
| 5 | Resolve AI | — | Not stated | Web |
| 6 | HyperAgency | — | Not stated | — |
| 7 | AgentField | — | Yes | — |
| 8 | Autotab | — | Not stated | Web |
| 9 | Layer | — | Not stated | Web |
| 10 | Dify | — | Not stated | Web |
All FedML alternatives
2
Procys
procys.comAlso covers ai agents · same kind of website
Procys extracts data from documents and automates document-processing workflows with its machine-learning platform.
3
Also covers ai agents · same kind of website · open source
The open-source platform to build AI apps that deliver reliable answers. Production-grade RAG in minutes, no expertise needed.
4
Vanna AI
vanna.aiAlso covers ai agents · same kind of website
Build AI agents that ship to production. User-scoped execution, rich UI components, and quota management built-in.
5
Resolve AI
resolve.aiAlso covers ai agents · same kind of website
Resolve.ai goes on call for production systems and autonomously resolves incidents through its AI SRE platform.
6
HyperAgency
github.com/vuics/h9yAlso covers ai agents
HyperAgency describes a federated agent network where agents can remember, collaborate, and operate across users and organizations.
7
Also covers ai agents · open source
AgentField lets developers build, run, and scale AI agents as APIs and microservices.
8
Autotab
autotab.comAlso covers ai agents
Autotab describes a general AI agent that learns and carries out work like a human operator.
9
Layer
layer.aiAlso covers ai agents
Layer generates brand-specific images, video, 3D, and audio using multiple models and automates creative production.
10
Dify
dify.aiAlso covers ai agents
Dify lets teams build production agent workflows with models, knowledge pipelines, and tools.
11
Also covers ai agents · open source
Agentic Context Engine aims to help agents learn from their execution experience.
12
Also covers ai agents · open source
JARVIS connects large language models with machine learning models and tools from the ML community.
13
Also covers ai agents · open source
Letta, formerly MemGPT, supports stateful agents with memory that can learn and improve over time.
14
12-Factor Agents
github.com/humanlayer/12-factor-agentsAlso covers ai agents
A set of principles for building LLM powered software intended for production users.
15
Maya AI.
smartmaya.aiAlso covers ai agents · same kind of website
Maya AI supports sales, marketing, customer service, legal, and creative work through an assistant informed by business context.
16
Sim
sim.aiAlso covers ai agents · same kind of website
Sim lets companies build, distribute, and govern AI agents with integrations and permission controls.
17
AgentScale
agentscale.aiAlso covers ai agents · same kind of website
AgentScale provides business automation solutions using robotic process automation, language models, and AI agents.
18
AGENTS.inc
agents.incAlso covers ai agents · same kind of website
AGENTS.inc offers autonomous AI agents for enterprise marketing, sales, and market intelligence.
19
LlamaIndex
llamaindex.aiAlso covers ai agents · same kind of website
LlamaParse uses agentic OCR to process complex documents with tables, charts, and images into AI ready context.
20
Adapt or Die
adaptordie.ioAlso covers ai agents · same kind of website
Sharp, no BS coverage of AI agents, ecommerce disruption, and the death of business as usual. What's actually happening not what LinkedIn wants you to think.
21
Agent Skills
agentskills.ioAlso covers ai agents · same kind of website
Agent Skills documents a standard way to give AI agents new capabilities and expertise.
22
Also covers ai agents · same kind of website
Lobby’s first product is a predictive email workflow agent that models a user’s judgment and coordinates work without prompts.
23
Duckie AI
duckie.aiAlso covers ai agents · same kind of website
Duckie provides AI support agents that resolve customer tickets, investigate issues, and automate workflows using a knowledge base.
24
Also covers ai agents · same kind of website · free plan
GPTConsole provides specialized AI agents that work on practical tasks over extended periods.
No alternatives match this filter.
Alternatives to similar tools
Sim24 alternativesAgentic Context Engine24 alternativesMaya AI.24 alternatives12-Factor Agents24 alternativesAgent Skills24 alternativesAgentField24 alternatives
What is the best alternative to FedML?
Based on features, tags and platforms, the closest alternatives to FedML are Flyte, Procys, and Agentset:.
Is there a free alternative to FedML?
Yes. GPTConsole is free or offer a free plan.
Are there open-source alternatives to FedML?
Yes: Agentset:, AgentField, Agentic Context Engine, and microsoft/JARVIS.
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