Ndea vs Manus AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Manus AI leads in AI visibility (63 vs 33)
Ndea logo

Ndea

EmergingArtificial Intelligence

AGI Research

Post-LLM AGI research company co-founded by Keras creator François Chollet and Zapier co-founder Mike Knoop; YC W26 with $43M raised; pursuing program synthesis as path to AGI beyond transformer scaling.

AI VisibilityBeta
Overall Score
D33
Category Rank
#1 of 1
AI Consensus
45%
Trend
up
Per Platform
ChatGPT
26
Perplexity
42
Gemini
44

About

Ndea is an artificial general intelligence research company founded by François Chollet, creator of Keras and the ARC-AGI benchmark, and Mike Knoop, co-founder of Zapier. The company emerged from Y Combinator's Winter 2026 batch with $43 million in funding and a mission to develop the next generation of AI beyond large language models.

Full profile
Manus AI logo

Manus AI

ChallengerAI & Machine Learning

Autonomous AI Agents

General-purpose autonomous AI agent. $125M+ revenue run rate. Acquired by Meta for $2B+ (Dec 2025). Founded 2022, China/Singapore. MIT Innovators Under 35.

AI VisibilityBeta
Overall Score
B63
Category Rank
#1 of 2
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
66
Perplexity
64
Gemini
54

About

Manus AI is a general-purpose autonomous AI agent developed by Butterfly Effect Pte Ltd, founded in 2022 by Yichao "Peak" Ji and Xiao Hong. Relocated from China to Singapore (mid-2025). Launched March 6, 2025, autonomously handling complex tasks like market research, coding, data analysis, and content creation without human intervention.

Full profile

AI Visibility Head-to-Head

33
Overall Score
63
#1
Category Rank
#1
45
AI Consensus
66
up
Trend
up
26
ChatGPT
66
42
Perplexity
64
44
Gemini
54
25
Claude
69
28
Grok
64

Capabilities & Ecosystem

Capabilities

Only Ndea
AGI Research
Only Manus AI
Autonomous AI Agents

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