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Physical Intelligence vs AMI Labs

Side-by-side on valuation, funding, investors, founders & more

Comparison updated: April 2026

AI Robotics meets Foundation Models — different approaches to the same market.

Head-to-Head Verdict

Physical Intelligence leads on 5 of 5 metrics

Physical Intelligence

5 wins

+Valuation
+Funding
+Awaira Score
+Team Size
+Experience

AMI Labs

0 wins

-Valuation
-Funding
-Awaira Score
-Team Size
-Experience

Key Numbers

Valuation
$5.6B
$3.5B
Total Funding
$1.1B
$1B
Awaira Score
88/100
85/100
Employees
75
50
Founded
2024
2026
Stage
Series B
Seed
Physical IntelligenceAMI Labs
Winner
Physical Intelligence logo
Physical Intelligence

🇺🇸 United States · Karol Hausman

Series BAI RoboticsEst. 2024

Valuation

$5.6B

Total Funding

$1.1B

Awaira Score88/100

75 employees

Full Physical Intelligence Profile →
A
AMI Labs

🇫🇷 France · Yann LeCun

SeedFoundation ModelsEst. 2026

Valuation

$3.5B

Total Funding

$1B

Awaira Score85/100

50 employees

Full AMI Labs Profile →
Market Context

This cross-sector comparison — AI Robotics vs Foundation Models — reveals how different AI verticals are evolving in parallel. Different stages (Series B vs Seed) mean these companies face fundamentally different operational priorities.

🔬

Analyst Summary

Built from real data · Updated April 2026

Companies

AI Robotics and Foundation Models intersect in meaningful ways, which is why analysts often compare Physical Intelligence against AMI Labs. Physical Intelligence is an AI robotics company founded in 2024 that develops general-purpose robot control systems using artificial intelligence. AMI Labs is a Paris-based artificial intelligence research company co-founded by Turing Award winner Yann LeCun after departing Meta.

Funding & Valuation

Physical Intelligence ($5.6B) is valued slightly above AMI Labs ($3.5B), keeping them in the same tier. Physical Intelligence has raised $1.1B while AMI Labs has raised $1B, keeping their war chests in the same ballpark.

Growth Stage

The founding gap is narrow: Physical Intelligence in 2024 versus AMI Labs in 2026. Physical Intelligence is at Series B while AMI Labs stands at Seed, indicating different levels of maturity and investor risk. Headcount tells a story too: Physical Intelligence has 75 employees and AMI Labs has 50.

Geography & Outlook

Physical Intelligence operates out of 🇺🇸 United States while AMI Labs is based in 🇫🇷 France, giving each a distinct home-market advantage. The Awaira Score reflects a tight race: 88 for Physical Intelligence versus 85 for AMI Labs. Under Karol Hausman and Yann LeCun respectively, both companies continue to chart aggressive growth paths.

Funding Velocity

Physical Intelligence

Total Rounds2
Avg. Round Size$535M
Funding Span0.5 yrs

AMI Labs

Total Rounds1
Avg. Round Size$1B

Funding History

Physical Intelligence has completed 2 funding rounds, while AMI Labs has gone through 1. Physical Intelligence's most recent round was a Series B of $1B, compared to AMI Labs's Seed ($1B). Physical Intelligence is at Series B while AMI Labs is at Seed — different points in their growth trajectory.

Team & Scale

Team sizes are in the same ballpark: Physical Intelligence has about 75 people and AMI Labs has around 50. They're close in age — Physical Intelligence started in 2024 and AMI Labs in 2026. Geographically, they're in different markets — Physical Intelligence operates out of United States and AMI Labs from France.

Metrics Comparison

MetricPhysical IntelligenceAMI Labs
💰Valuation
$5.6BWINS
$3.5B
📈Total Funding
$1.1BWINS
$1B
📅Founded
2024
2026WINS
🚀Stage
Series B
Seed
👥Employees
75
50
🌍Country
United States
France
🏷️Category
AI Robotics
Foundation Models
Awaira Score
88WINS
85

Key Differences

💰

Valuation gap: Physical Intelligence is valued 1.6x higher ($5.6B vs $3.5B)

📈

Funding gap: Physical Intelligence has raised $40M more ($1.1B vs $1B)

📅

Market experience: Physical Intelligence has 2 years more (founded 2024 vs 2026)

🚀

Growth stage: Physical Intelligence is at Series B vs AMI Labs at Seed

👥

Team size: Physical Intelligence has 75 employees vs AMI Labs's 50

🌍

Market base: 🇺🇸 Physical Intelligence (United States) vs 🇫🇷 AMI Labs (France)

🏷️

Different sectors: Physical Intelligence focuses on AI Robotics vs AMI Labs's Foundation Models

Awaira Score: Physical Intelligence scores 88/100 vs AMI Labs's 85/100

Which Should You Choose?

Use these signals to make the right call

Physical Intelligence logo

Choose Physical Intelligence if…

Top Pick
  • Higher Awaira Score — 88/100 vs 85/100
  • More established by valuation ($5.6B)
  • Stronger investor backing — raised $1.1B
  • More market experience — founded in 2024
  • United States-based for regional compliance or proximity
  • Physical Intelligence is an AI robotics company founded in 2024 that develops general-purpose robot control systems using artificial intelligence
A

Choose AMI Labs if…

  • France-based for regional compliance or proximity
  • AMI Labs is a Paris-based artificial intelligence research company co-founded by Turing Award winner Yann LeCun after departing Meta

Funding History

Physical Intelligence raised $1.1B across 2 rounds. AMI Labs raised $1B across 1 round.

Physical Intelligence

Series B

Dec 2024

$1B

Series A

Jun 2024

$70M

AMI Labs

Seed

Mar 2026

Lead: Undisclosed

$1B

Investor Comparison

No shared investors detected between these two companies.

Unique to Physical Intelligence

OpenAI Startup FundKhosla VenturesThrive CapitalLowercase Capital

Unique to AMI Labs

Undisclosed

Users Also Compare

FAQ — Physical Intelligence vs AMI Labs

Is Physical Intelligence bigger than AMI Labs?
By valuation, Physical Intelligence is the larger company at $5.6B versus $3.5B — a 1.6x difference. Size can also be measured by team: Physical Intelligence employs 75 people while AMI Labs has 50 employees.
Which company raised more funding — Physical Intelligence or AMI Labs?
Physical Intelligence has raised more in total funding at $1.1B, compared to AMI Labs's $1B — a gap of $40M. Combined, the two companies have completed 3 known funding rounds.
Which company has a higher Awaira Score?
Physical Intelligence leads with an Awaira Score of 88/100, while AMI Labs sits at 85/100. That 3-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.
Who founded Physical Intelligence vs AMI Labs?
Physical Intelligence was founded by Karol Hausman in 2024. AMI Labs was founded by Yann LeCun in 2026. Visit each company's profile on Awaira for a full founder biography.
What does Physical Intelligence do vs AMI Labs?
Physical Intelligence: Physical Intelligence is an AI robotics company founded in 2024 that develops general-purpose robot control systems using artificial intelligence. The company focuses on creating software and algorithms that enable robots to perform complex physical tasks across diverse environments and applications. Physical Intelligence's core technology centers on training AI models that can interpret high-level instructions and translate them into precise robotic movements and actions. The company's approach emphasizes developing foundational AI systems capable of controlling different robot platforms, rather than building hardware itself. This positions Physical Intelligence within the broader AI robotics sector, competing alongside companies focused on embodied AI and robot learning systems. With $1.07 billion in total funding and a valuation of $5.6 billion, Physical Intelligence has achieved Series B stage rapidly, indicating significant investor confidence despite being newly established. The company operates in a competitive landscape including other AI robotics ventures pursuing similar goals of general-purpose robot intelligence. Specific customer partnerships and deployed use cases remain largely undisclosed. Physical Intelligence's trajectory reflects broader industry momentum toward AI-driven automation, with particular interest in systems that can generalize across multiple robotic platforms and task domains. The company's substantial funding and valuation suggest investor belief in its technical approach and market potential. Physical Intelligence achieved a $5.6B valuation in its founding year, reflecting exceptional investor confidence in its AI robotics approach. AMI Labs: AMI Labs is a Paris-based artificial intelligence research company co-founded by Turing Award winner Yann LeCun after departing Meta. The company focuses on building world models — AI systems that can understand and simulate the physical world rather than relying on traditional language model approaches. AMI Labs raised Europe's largest seed round at $1.03 billion, valuing the company at $3.5 billion pre-money. The company's approach challenges the dominant large language model paradigm by pursuing a fundamentally different architecture for artificial general intelligence. LeCun's thesis is that world models, not text prediction, represent the path to human-level AI understanding. AMI Labs has attracted top AI researchers from Meta FAIR, DeepMind, and leading European universities.
Which company was founded first?
Physical Intelligence got there first, launching in 2024 — that's 2 years of extra runway. AMI Labs didn't arrive until 2026. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.
Which company has more employees?
Physical Intelligence has about 75 employees; AMI Labs has about 50. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.
Are Physical Intelligence and AMI Labs competitors?
Not head-to-head. Physical Intelligence is in AI Robotics while AMI Labs plays in Foundation Models — different enough that they usually serve different buyers. But AI verticals are converging fast, and their roadmaps could overlap more over time.

Bottom Line

It's close. Both Physical Intelligence and AMI Labs are strong players, and picking a winner depends on what you're looking for. Check each profile for the full picture.

Who Should You Watch?

This one's genuinely too close to call. Both companies are competitive, and the winner will likely come down to execution over the next 12-18 months. Follow both profiles on Awaira to track funding rounds, team changes, and score updates.

Deep Dive