20+ Best Alternatives to Muun AI in 2026
Singapore-based industrial intelligence startup whose platform reads data from industrial
Looking for an alternative to Muun AI? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
Wandelbots
$123MSoftware-defined automation for industrial robots
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Contact_sales
- 2View alternative →
CADDi
$202MManufacturing AI platform for drawings and procurement
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Custom
- 3View alternative →
Nominal
$155MConnected testing and operations platform for hardware engineering teams
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 4View alternative →
Instrumental
$81.7MManufacturing AI and data platform for electronics quality
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Custom
- 5View alternative →
RoboForce
$67MGeneral-purpose physical AI robots for industrial labor
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Robotics-as-a-service / hardware (contact sales)
- 6View alternative →
Tractian
$180MIndustrial Copilot for predictive maintenance
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 7View alternative →
Chef Robotics
$65.5MAI-powered robots that automate food assembly in high-volume kitchens
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 8View alternative →
KoBold Metals
$1.2BAI-powered exploration for critical minerals
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 9View alternative →
NEURA Robotics
$175MCognitive and humanoid robots that work safely alongside people
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 10View alternative →
Augury
$369MAI-driven machine health and production health for industrial reliability
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Free
- 11View alternative →
Dexterity
$300MPhysical AI for warehouse and supply chain robots
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 12View alternative →
AI² Robotics
$145MEmbodied-AI humanoid robots and VLA models for industrial automation
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 13View alternative →
RUTILEA
UndisclosedZero-code vertical AI that turns factory cameras and robots into AI inspectors
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 14View alternative →
Deep Principle
UndisclosedAI scientist platform for chemistry and materials discovery
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 15View alternative →
FloVision Solutions
$8.7MAI-powered computer vision for protein and food production facilities, measuring yield
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Free
- 16View alternative →
Foundation
$36MFull-stack general-purpose humanoid robots with proprietary actuators
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Free
- 17View alternative →
PhysicsX
$175MAI-native engineering simulation that optimizes physical products in minutes.
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
- 18View alternative →
Solena Materials
$6.7MImperial College London spinout using AI and synthetic biology to design a new class of
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Free
- 19View alternative →
Neara
$165MAI-powered 3D digital twins for grids and critical infrastructure
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Free
- 20View alternative →
Preferred Networks
$160MPreferred Networks develops and provides all four layers of the AI technology value chain: AI semiconductors, computing infrastructure, generative AI foundation models, and AI products/solutions.
Why it's similar: Shares categories with Muun AI — AI Manufacturing.
💵 Enterprise · Contact sales
Frequently asked questions
What are the best alternatives to Muun AI?
The top-ranked alternatives to Muun AI on NeuronFeed are Wandelbots, CADDi, Nominal, Instrumental, RoboForce. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Muun AI?
Yes — Augury, FloVision Solutions, Foundation offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Muun AI, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Muun AI vs Wandelbots — which is better?
It depends on use case. Wandelbots (Software-defined automation for industrial robots) is the #1-ranked alternative. See the full side-by-side at /compare/muun-ai-vs-wandelbots.
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