Reflection AI prepares open-weight model to challenge DeepSeek and Qwen

3 min read
Reflection AI prepares open-weight model to challenge DeepSeek and Qwen
PrimeXBT Editorial Team
Reviewed by PrimeXBT

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Reflection AI is preparing to release an open-weight foundation model this month, built to match DeepSeek and Alibaba's Qwen, the Chinese systems that currently lead the open-source field. The startup, founded by former Google DeepMind researchers, has raised funding that reportedly pushed its valuation as high as more than $25 billion, and has lined up compute deals with Nebius and SpaceX's Colossus to build the model.

Reflection AI is preparing to release an open-weight foundation model meant to compete with DeepSeek and Alibaba's Qwen, the Chinese models that have led the open-source field. According to an Axios report dated October 4, 2026, the model is expected to arrive this month.

Matching the Chinese open-weight leaders

An open-weight model is one whose trained parameters are published, so outside developers can download and run it on their own hardware. Per the Axios report, Reflection's model is expected to stand toe-to-toe with the top Chinese offerings, though it is also expected to initially trail the leading closed models from OpenAI, Anthropic and Google.

Chinese laboratories currently sit atop many open-weight model leaderboards, frequently ranking ahead in coding, mathematics, reasoning and cost-efficiency. DeepSeek and Qwen have become reference points for what open models can do. CEO Misha Laskin has described frontier models as being "kind of like rocket ships", a nod to how much time it takes before they reach full capability.

The money behind the build

Reflection was founded in March 2024 by Laskin and Ioannis Antonoglou, both former Google DeepMind researchers. The startup raised $2 billion at an $8 billion valuation in October 2025, and subsequent rounds have reportedly pushed that figure as high as more than $25 billion.

Reflection has also struck a compute deal with Nebius worth more than $1 billion and secured substantial capacity from SpaceX's Colossus, including significant rentals of Nvidia servers. The company already has one product in the wild: Asimov, a code-comprehension agent designed to help developers make sense of codebases.

An "AI factory" pitch

Reflection's business strategy rests on what it calls an "AI factory" model, combining its open weights with a client's proprietary data and Nvidia GPU compute to produce customized, localized AI deployments that cost less to run. For enterprises, the stakes are practical: if the model genuinely matches the top Chinese open-weight systems, buyers gain another credible option they can host, customize and control.

A company reportedly valued at up to more than $25 billion leaves little room for a soft debut, with independent benchmark results against DeepSeek and Qwen set to be the first test.

Source: Crypto Briefing

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