Reflection AI vs Duckie

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

Reflection AI

ChallengerArtificial Intelligence

Open Frontier AI Models

Raised $2B at $8B valuation (Oct 2025), NVIDIA-backed. In talks for $2.5B at $25B valuation (Mar 2026). "America's answer to DeepSeek." Founded by ex-Google DeepMind AlphaGo co-creator.

About

Reflection AI is positioning itself as the primary US-based open frontier AI model company — the American alternative to DeepSeek's open-source challenger model strategy. The company raised $2 billion at an $8 billion valuation in October 2025 with NVIDIA as a strategic investor and member of NVIDIA's Nemotron Coalition, and was in talks to raise $2.5 billion at a $25 billion valuation in March 2026. Reflection was founded by researchers who co-created AlphaGo at Google DeepMind.

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Duckie

EmergingInfrastructure

IT Operations

SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.

AI VisibilityBeta
Overall Score
D25
Category Rank
#18 of 68
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
33
Perplexity
19
Gemini
36

About

Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.

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