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Overall Winner: Nebius·84/ 100

Modular AI vs Nebius

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

Comparison updated: April 2026

Nebius is valued at $25B — more than 3x Modular AI's $1.6B.

Head-to-Head Verdict

Nebius leads on 4 of 5 metrics

Modular AI

1 win

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

Nebius

4 wins

+Valuation
+Funding
+Awaira Score
+Team Size
-Experience
Modular AI logo
Modular AI

🇺🇸 United States · Chris Lattner

Series CAI InfrastructureEst. 2022

Valuation

$1.6B

Total Funding

$380M

Awaira Score76/100

150 employees

Full Modular AI Profile →
Winner
N
Nebius

🇳🇱 Netherlands

PrivateAI InfrastructureEst. 2023

Valuation

$25B

Total Funding

$2B

Awaira Score84/100

1,000 employees

Full Nebius Profile →
Market Context

As AI Infrastructure players, Modular AI and Nebius target overlapping customers despite operating from different countries. The stage gap — Modular AI at Series C vs Nebius at Private — shapes how each company allocates capital and talent.

🔬

Analyst Summary

Built from real data · Updated April 2026

The AI Infrastructure sector features both Modular AI and Nebius as key players. Modular AI, founded in 2022 and valued at $1. Nebius is a Dutch AI infrastructure company that provides full-stack AI cloud computing services, from GPU clusters to managed machine learning platforms.

A 15.6x valuation gap separates these companies — Nebius at $25B and Modular AI at $1.6B. Capital raised tells a clear story: Nebius at $2B versus Modular AI at $380M — a $1.6B difference.

The founding gap is narrow: Modular AI in 2022 versus Nebius in 2023. Modular AI is at Series C while Nebius stands at Private, indicating different levels of maturity and investor risk. On headcount, Modular AI reports 150 employees and Nebius reports 1,000.

Based in 🇺🇸 United States and 🇳🇱 Netherlands respectively, Modular AI and Nebius tap into different talent markets and regulatory environments. Nebius holds a moderate edge on Awaira's composite score (84 vs. 76), driven by stronger fundamentals in funding and growth metrics. The competitive dynamics between these two companies are likely to intensify as the AI market matures.

Key Numbers

Valuation
$1.6B
$25B
Total Funding
$380M
$2B
Awaira Score
76/100
84/100
Employees
150
1,000
Founded
2022
2023
Stage
Series C
Private
Modular AINebius

Funding Velocity

Modular AI

Total Rounds4
Avg. Round Size$95M
Funding Span2 yrs

Nebius

Total Rounds1
Avg. Round Size$2B

Funding History

Modular AI has completed 4 funding rounds, while Nebius has gone through 1. Modular AI's most recent round was a Series C of $150M, compared to Nebius's Strategic ($2B). Modular AI is at Series C while Nebius is at Private — different points in their growth trajectory.

Team & Scale

Nebius has the bigger team at roughly 1,000 people — 7x the size of Modular AI's 150. They're close in age — Modular AI started in 2022 and Nebius in 2023. Geographically, they're in different markets — Modular AI operates out of United States and Nebius from Netherlands.

Metrics Comparison

MetricModular AINebius
💰Valuation
$1.6B
$25BWINS
📈Total Funding
$380M
$2BWINS
📅Founded
2022
2023WINS
🚀Stage
Series C
Private
👥Employees
150
1,000
🌍Country
United States
Netherlands
🏷️Category
AI Infrastructure
AI Infrastructure
Awaira Score
76
84WINS

Key Differences

💰

Valuation gap: Nebius is valued 15.6x higher ($25B vs $1.6B)

📈

Funding gap: Nebius has raised $1.6B more ($2B vs $380M)

📅

Market experience: Modular AI has 1 year more (founded 2022 vs 2023)

🚀

Growth stage: Modular AI is at Series C vs Nebius at Private

👥

Team size: Modular AI has 150 employees vs Nebius's 1,000

🌍

Market base: 🇺🇸 Modular AI (United States) vs 🇳🇱 Nebius (Netherlands)

⚔️

Direct competitors: Both operate in the AI Infrastructure market segment

Awaira Score: Nebius scores 84/100 vs Modular AI's 76/100

Which Should You Choose?

Use these signals to make the right call

Modular AI logo

Choose Modular AI if…

  • More market experience — founded in 2022
  • United States-based for regional compliance or proximity
  • Modular AI, founded in 2022 and valued at $1
N

Choose Nebius if…

Top Pick
  • Higher Awaira Score — 84/100 vs 76/100
  • More established by valuation ($25B)
  • Stronger investor backing — raised $2B
  • Netherlands-based for regional compliance or proximity
  • Nebius is a Dutch AI infrastructure company that provides full-stack AI cloud computing services, from GPU clusters to managed machine learning platforms

Funding History

Modular AI raised $380M across 4 rounds. Nebius raised $2B across 1 round.

Modular AI

Series C

Jan 2024

$150M

Series B

Sep 2023

Lead: Andreessen Horowitz

$100M

Series A

Jan 2023

Lead: Sequoia Capital

$100M

Seed

Jan 2022

Lead: Sequoia Capital

$30M

Nebius

Strategic

Mar 2026

Lead: NVIDIA

$2B

Investor Comparison

No shared investors detected between these two companies.

Unique to Modular AI

Andreessen HorowitzSequoia CapitalSandboxAQ

Unique to Nebius

NVIDIA

Users Also Compare

FAQ — Modular AI vs Nebius

Is Modular AI bigger than Nebius?
By valuation, Nebius is the larger company at $25B versus $1.6B — a 15.6x difference. Size can also be measured by team: Modular AI employs 150 people while Nebius has 1,000 employees.
Which company raised more funding — Modular AI or Nebius?
Nebius has raised more in total funding at $2B, compared to Modular AI's $380M — a gap of $1.6B. Combined, the two companies have completed 5 known funding rounds.
Which company has a higher Awaira Score?
Nebius leads with an Awaira Score of 84/100, while Modular AI sits at 76/100. That 8-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.
Who founded Modular AI vs Nebius?
Modular AI was founded by Chris Lattner in 2022. Nebius's founder information is not currently available in our database.
What does Modular AI do vs Nebius?
Modular AI: Modular AI, founded in 2022 and valued at $1.6 billion, develops infrastructure software for AI systems. The company has raised $380 million in Series C funding. Modular AI's core focus is building compiler and runtime technologies that optimize AI model execution across diverse hardware platforms. The company's primary product is Mojo, a programming language designed to bridge the gap between research and production AI systems, enabling developers to write performant code without switching between multiple languages. Mojo combines Python's accessibility with systems programming capabilities, targeting the inefficiencies in traditional AI development workflows. The platform addresses a critical pain point in AI infrastructure: the fragmentation between high-level ML frameworks and low-level optimization requirements. Modular AI positions itself within the growing AI infrastructure layer, competing alongside companies focused on model optimization, deployment, and hardware abstraction. The company operates in a competitive landscape that includes established players in compiler technology and emerging AI infrastructure vendors. Modular AI's approach emphasizes developer productivity and hardware portability, allowing AI engineers to optimize code for various accelerators and processors. The company's growth trajectory reflects broader demand for specialized infrastructure solutions as enterprise AI adoption accelerates. Specific customer deployments are not widely disclosed, though the company targets enterprises seeking deployment flexibility and performance optimization. Modular AI develops Mojo, a systems programming language designed to unify AI research and production workflows by eliminating language switching friction. Nebius: Nebius is a Dutch AI infrastructure company that provides full-stack AI cloud computing services, from GPU clusters to managed machine learning platforms. Originally spun out of Yandex, Nebius has established itself as a major AI infrastructure provider with strategic partnerships including a $2 billion investment from NVIDIA and a $27 billion infrastructure deal with Meta covering dedicated GPU capacity and compute resources over a five-year period. The company operates AI-optimized data centers and offers cloud services that span the entire AI stack — from bare-metal GPU access through high-level managed AI services. Nebius competes in the rapidly growing AI cloud market alongside CoreWeave, Lambda, and the major hyperscalers, differentiating through deep engineering expertise across hardware and software layers.
Which company was founded first?
Modular AI got there first, launching in 2022 — that's 1 year of extra runway. Nebius didn't arrive until 2023. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.
Which company has more employees?
Modular AI has about 150 employees; Nebius has about 1,000. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.
Are Modular AI and Nebius competitors?
Yes — they're direct rivals. Both Modular AI and Nebius compete in AI Infrastructure, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.

Bottom Line

Nebius edges ahead with an Awaira Score of 84, but Modular AI (76) isn't far behind. The gap is narrow enough that it could shift with the next funding round.

Who Should You Watch?

Nebius has a slight edge on paper, but Modular AI isn't far behind. The AI space moves fast — today's underdog can be tomorrow's category leader. Follow both profiles on Awaira to track funding rounds, team changes, and score updates.

Deep Dive