AWS RoboMaker Alternatives 2026: 5 Platforms for ROS 2 Teams After the Shutdown

AWS RoboMaker was discontinued on September 10, 2025. If your team relied on RoboMaker for robot simulation, fleet management, or ROS 2 deployment, you are probably mid-migration right now — or about to start one.

This guide walks you through the 5 most viable alternatives in 2026, honest tradeoffs, a feature-by-feature mapping, and a concrete migration checklist. No marketing fluff — if a platform has weaknesses, we say so. That includes VnRobo, the SaaS we build.

TL;DR — Quick comparison

If you want the short answer: Formant for Fortune 500, Freedom Robotics or VnRobo for everyone else. Keep reading for the nuances — they matter.

Why did AWS RoboMaker shut down?

AWS RoboMaker was launched in 2018 to offer managed ROS simulation and deployment at cloud scale. It never found enough paying enterprise customers to justify the engineering cost. Robotics teams turned out to be smaller, more specialized, and more cost-sensitive than AWS expected. In early 2025, AWS announced end-of-life, giving customers 6 months to migrate.

Three services were killed:

1. Cloud Simulation (Gazebo in the cloud)
2. Fleet Management (deploy apps to robot fleets)
3. Development environment (cloud IDE)

Most users primarily cared about #2 — fleet management and deployment. That is what we focus on in this guide.

Migration checklist — What to replace

Before you pick a platform, map your existing RoboMaker features to requirements:

The hard truth: No single platform replaces RoboMaker end-to-end. Most teams end up with 2-3 tools: simulation local (Isaac Lab), fleet management SaaS (one from this list), and deployment via K3s or Balena.

The 5 alternatives — deep dive

1. Formant — the enterprise choice

Website: formant.io

Formant is the most mature fleet observability platform. Founded by ex-Google and ex-Amazon Robotics people. If Boston Dynamics or Cruise needs fleet ops software, this is what they pick.

Strengths:

• Extremely polished UI, best-in-class visualization of live video + telemetry
• Strong support for custom sensor types (LiDAR, thermal, ultrasonic)
• Rock-solid uptime, SOC 2 compliant, GDPR-ready
• Good SDK for Python and C++

Weaknesses:

• Expensive. Starts around $250/robot/month on enterprise plans. No public self-serve pricing.
• Long sales cycle (1-3 months to get onboarded)
• Overkill for teams with < 20 robots
• Not open-source friendly — lots of proprietary SDK

Verdict: Pick Formant if you have Fortune-500 budget and > 50 robots in production. Skip if you are a startup.

2. Freedom Robotics — the startup favorite

Website: freedomrobotics.ai

Freedom Robotics positions itself as "the easy fleet management platform". Setup is genuinely 5 minutes. They have a good free tier for indie developers.

Strengths:

• Fastest onboarding in the market — pip install, paste robot ID, done
• Transparent pricing (starts at $50/robot/mo)
• Great ROS 1 and ROS 2 support
• Responsive support team (founders still answer tickets)

Weaknesses:

• Fewer analytics features compared to Formant
• Video streaming less polished (sometimes stutters on weak networks)
• Company is smaller — riskier if you need enterprise SLAs
• No self-hosted option

Verdict: Pick Freedom Robotics if you want a drop-in RoboMaker replacement with minimal setup and have < 30 robots.

3. InOrbit — the AMR specialist

Website: inorbit.ai

InOrbit focuses specifically on AMR (Autonomous Mobile Robot) fleet management. If your fleet is warehouse robots — OTTO, Mir, Locus, Fetch — InOrbit is purpose-built for you.

Strengths:

• Native integrations with MiR, OTTO, Locus Robotics — no custom code
• Interoperability standards (VDA 5050) support
• Great mission planning UI
• Free tier for 3 robots (generous)

Weaknesses:

• Narrower focus — less flexible for non-AMR use cases (humanoid, robot arms, drones)
• Enterprise pricing only beyond free tier (no transparent pricing)
• Video streaming is secondary to mission data

Verdict: Pick InOrbit if you run an AMR warehouse fleet. Skip for robot arms or humanoids.

4. Rocos (acquired by Yamaha) — industrial heavyweight

Website: rocos.io

Rocos was acquired by Yamaha Motor in 2021. It powers industrial robot ops at manufacturing scale. Very enterprise-focused, less developer-friendly.

Strengths:

• Battle-tested in factory environments
• Strong edge computing story (run compute on-premises)
• Yamaha backing = financial stability

Weaknesses:

• No self-serve signup — enterprise sales only
• Minimal public documentation
• ROS 2 support is partial (better for custom protocols)
• Not recommended for developers or startups

Verdict: Only if you are already a Yamaha Motor customer or running a factory with 100+ industrial arms.

5. VnRobo — the SMB-friendly option

Website: app.vnrobo.com

Full disclosure: this is our platform. We build VnRobo because when we ran a small robotics team ourselves, every option was either $250/robot or a DIY mess. So we built what we wished existed: affordable, ROS 2 native, transparent pricing.

Strengths:

• Free tier: 3 robots, no credit card. Pro plan at $29/month for 25 robots.
• ROS 2 agent via pip install vnrobo-agent — setup in 2 minutes
• Heartbeat API, real-time dashboard, alerts, GPS tracking, offline detection
• Transparent pricing, self-serve signup
• Open API for webhooks and third-party integrations

Weaknesses:

• We are the youngest platform here. Features are still expanding — no live video streaming yet (roadmap Q2 2026).
• Smaller user base — if you need "who else uses this", the answer is honest but short.
• Support is email only right now (no phone line).
• Enterprise SSO and SOC 2 are on the roadmap, not shipped.

Verdict: Pick VnRobo if you are a small team (1-50 robots), care about cost, want ROS 2 native integration, and are OK riding with a young platform that ships fast. Skip if you need enterprise compliance today.

Feature comparison matrix

Which should you choose?

A decision tree based on 4 years of talking to robotics teams:

• Fortune 500 budget + 100+ robots + enterprise compliance required → Formant
• AMR warehouse fleet (MiR, OTTO, Locus) → InOrbit
• Factory with Yamaha arms → Rocos
• Startup, 5-30 robots, want fast onboarding, have $50/robot budget → Freedom Robotics
• Small team, 1-25 robots, budget-conscious, OK with a young platform → VnRobo

If you are a university robotics lab or hobbyist, the free tiers of VnRobo or InOrbit are hard to beat.

How to migrate from RoboMaker — concrete steps

Here is a step-by-step migration using VnRobo as the example. The steps are similar for other platforms — the agent install command changes, but the overall flow is the same.

Step 1: Install the agent on your robot

# On your robot (ROS 2 Humble or later)
pip install vnrobo-agent
vnrobo init --org YOUR_ORG_ID --token YOUR_TOKEN

Step 2: Replace Greengrass with MQTT (or native agent)

If you used AWS Greengrass, you can swap it for the platform's native agent or keep MQTT:

# Before: Greengrass client
from awsiot.greengrasscoreipc import connect
client = connect()

# After: VnRobo heartbeat (or other platform's SDK)
from vnrobo import Heartbeat
hb = Heartbeat()
hb.send({"battery": 0.72, "status": "idle"})

Step 3: Move simulation local or to Isaac Cloud

Cloud Gazebo in RoboMaker does not have a direct equivalent. Options:

• Run Gazebo locally (free, good for < 5 devs)
• NVIDIA Isaac Cloud (paid, good for ML training)
• Isaac Lab on a workstation (free, best for RL research)

See our Isaac Lab tutorial for local setup.

Step 4: Rewire deployment

RoboMaker's Fleet Deployment is replaced by:

• Platform's OTA updates (Formant, InOrbit, Freedom Robotics)
• K3s + ArgoCD (DIY, most control — see our K3s fleet guide)
• Balena (paid, device-focused)

Step 5: Verify and decommission

• Run the new platform in shadow mode for 1-2 weeks
• Compare metrics (latency, alert accuracy, uptime)
• Once confident, kill the RoboMaker stack and remove IAM permissions

Frequently asked questions

Q: Is there an open-source AWS RoboMaker alternative?

Partially. Open-RMF handles multi-fleet coordination. Foxglove does visualization and logging. But there is no single open-source project that replaces fleet management end-to-end. You end up stitching 3-4 projects together.

Q: Can I keep using AWS for compute but switch fleet management?

Yes. All 5 platforms above run independently from AWS. You can keep EC2 / Greengrass for edge compute and still send telemetry to Formant / VnRobo / etc.

Q: What happens to ROS 2 simulation in the cloud?

No managed service replaces Cloud Gazebo at the scale RoboMaker offered. NVIDIA Isaac Sim on their cloud is the closest, but it is ML-focused and pricier. Most teams moved simulation back on-prem.

Q: How long does migration typically take?

For < 10 robots: 1-2 weeks. For 10-50 robots: 1-2 months. Most of the time goes into testing in shadow mode, not the technical switch.

Q: Are RoboMaker users being offered discounts?

InOrbit and Freedom Robotics both ran migration discounts in 2025. Worth asking sales if you are onboarding > 20 robots. VnRobo offers the first 6 months at 50% off for verified ex-RoboMaker customers.

Conclusion

AWS RoboMaker's shutdown is painful but forces a good question: Did it ever fit your needs, or did you use it because it was on AWS? For most teams, the answer is the latter — and a dedicated robotics platform (Formant, Freedom Robotics, InOrbit, or VnRobo) is actually a better fit.

If you are a small team and cost matters, try VnRobo free for 3 robots — no credit card, ROS 2 native, setup in 2 minutes. For enterprise, Formant remains the gold standard.

Whatever you pick: do not wait. AWS is actively shutting off RoboMaker endpoints throughout 2025-2026. Your robots will stop receiving commands if you leave migration to the last week.

Related posts

• ROS 2 Fleet Monitoring: Complete Guide
• Docker + K3s for Robot Fleet Deployment
• MQTT for Robot Communication