VANGRID vs AXIS ROBOTICS part II🤖‼️
yeah, we’ve already established that these two are attacking different sides of the Physical AI problem.
but what happens when we actually put them side by side?
the data.
the funding.
the milestones.
and some of the biggest names they’ve brought into their different ecosystems.
because honestly, there’s a lot of numbers to compare…
ROUND 1: DATA
now let’s start with the numbers.
@vangrid_io:
▪️1M+ spatial captures
▪️420K+ active nodes
▪️3B+ potential edge devices
Vangrid is taking a completely different approach to collecting physical world data.
instead of relying on specialized hardware, they’re turning smartphones into distributed sensors.
your phone can become part of this network and you can help capture the world around you.
Vangrid then turns those captures into spatial data, they also verify and organize that data for machines that need to understand the physical world.
@axisrobotics:
▪️5.17M+ verified trajectories
▪️51K+ hours of data
▪️6,885+ tasks
▪️196K+ contributors
Axis is on the other hand is going after the robotics interaction side.
humans perform tasks through browser based teleoperation, generating data that can help robots learn how to actually interact with the world.
tbh, Axis has moved faster in terms of raw trajectory volume.
but these aren't the same type of data.
Vangrid is capturing what the world looks like.
Axis is capturing how humans interact with it.
and that distinction matters.
ROUND 2: FUNDING
Vangrid → $9M seed
Axis → $12M seed
both have managed to attract serious capital around the Physical AI data thesis.
but the bets are different.
Vangrid is betting on distributed spatial intelligence.
Axis is betting on human generated robotics data.
different approaches.
same underlying belief:
better Physical AI starts with better data.
ROUND 3: ECOSYSTEM
this is where things get really interesting.
Vangrid isn't building its network in isolation.
they’ve brought in players across AI, DePIN, data and Web3, including:
→ NVIDIA Inception
→ Gate
→ bitsCrunch
→ Teneo
Axis is expanding from robotics data into a wider Physical AI ecosystem with names like:
→ Booster Robotics
→ OpenRoboto
→ BitRobot
→ Binance Wallet
and I think this is where the comparison gets more interesting.
Vangrid's ecosystem is forming around spatial data, distributed sensing and the infrastructure needed to understand the physical world.
Axis is forming around robotics, teleoperation, simulation and the data needed to train machines to interact with that world.
different ecosystems.
different data.
different approaches.
but after putting everything side by side… I still don't think it has to be Vangrid vs Axis.
because the more I look at both projects, the more I think the real difference comes down to this:
Vangrid is teaching machines about the world.
Axis is teaching machines how to interact with it.
and if Physical AI eventually needs both…
maybe the battle isn't:
Vangrid vs Axis
maybe it's:
Vangrid + Axis. 👀
and honestly that would be an interesting Physical AI data stack. Part 3 soon⁉️