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MiniMax's Space Bunny Revealed as Flash Model Tops Agent Rankings

By the HotNews editorial desk3 min readHOT
MiniMax's Space Bunny Revealed as Flash Model Tops Agent Rankings

For a week during China’s National Day holiday, an anonymous model called Space Bunny sat atop the leaderboard on OpenRouter, a popular marketplace where developers route requests to different AI models. Nobody knew who built it. On Monday, the rabbit costume came off: the model belongs to MiniMax, the Shanghai-based AI developer, and its real name is M3.1 Flash.

MiniMax pitched the release as a first-place finish among Chinese models on agentic tasks — the kind of multi-step work where a model plans, calls tools, reads results and keeps going until a job is done. That category has become the industry’s main battleground, because it maps directly onto the products companies are now shipping: assistants that book, search, fill forms and operate software on a user’s behalf.

The Flash name signals the second half of the pitch: speed and price. MiniMax is positioning the model to compete aggressively on cost per token, an area where DeepSeek has set a punishing benchmark in China. The company is effectively arguing that its off-peak bargain pricing can hold all day, a direct jab at the discounted night-time rates rivals have used to fill idle capacity.

Price is a serious weapon in this market. Chinese labs have spent the past two years in rolling price wars, each round pushing inference costs lower and forcing builders to rethink what they can afford to run at scale. If a model can match strong agent performance at a fraction of the cost, it becomes attractive not just for chatbots but for the long, tool-heavy workflows where token consumption explodes.

MiniMax is one of a cluster of Chinese AI startups that have pursued both consumer apps and developer platforms. Its portfolio has ranged from text and voice models to AI-generated video tools, and it has courted overseas developers as well as domestic ones. A strong showing on a neutral aggregator like OpenRouter matters because it exposes a model to international users who may never have heard of the company.

The anonymous-launch tactic is itself a marketing move. Releasing under a codename lets a lab gather real usage data and word-of-mouth before the brand name colors expectations — and it generates exactly the kind of guessing game that played out on developer forums. Whether Space Bunny was genuinely the best model, or simply the best value, is the question the leaderboard cannot answer.

For global readers, the takeaway is that China’s model race is no longer only about headline benchmark scores. It is about who can deliver dependable agent behavior at a price that lets startups build real products. MiniMax’s wager is that Flash can do both, and that a bunny-shaped mystery was the cheapest way to get the world to look.

Expect the price fight to continue. With DeepSeek, MiniMax and others trading cuts, the practical winners are developers outside China who can now run capable agent workloads for far less than a year ago — provided the models hold up under real-world pressure.

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