Mavari and Caldera team up to build global XR infrastructure, ERA drives the next generation immersive experience

The current AR/VR device market is facing a core bottleneck: high bandwidth costs, high latency, and limited user experience. Мавари, through in-depth collaboration with modular blockchain infrastructure provider Caldera, is launching a brand-new solution aimed at revolutionizing the global XR content streaming transmission method.

Technological Breakthrough: Making XR Experiences Lighter, Faster, and Cheaper

Мавари Network adopts a DePIN (Decentralized Physical Infrastructure Network) architecture, utilizing a globally distributed GPU node cluster to achieve patented-level 3D spatial streaming technology. The core advantages of this system are:

80% Improvement in Bandwidth Utilization. Compared to traditional solutions, Мавари’s 3D streaming technology can reduce bandwidth consumption by nearly 80%, meaning ordinary consumer devices can deliver professional-grade AR/VR experiences without investing in expensive local hardware.

Low-Latency Rendering Becomes Possible. Through strategic deployment of edge computing nodes, the closest computing resources to end-users can directly serve local demands, achieving millisecond response times and ensuring smooth XR interactions.

Offloading Computation to the Edge. Resource-intensive AI computations and 3D rendering are centralized to remote nodes, allowing lightweight devices to serve solely as display and interaction terminals.

Blockchain Records Performance, Unprecedented Transparency

In Мавари’s collaboration with Caldera, an innovative point is writing QoS (Quality of Service) metrics directly into the blockchain. These metrics include:

• Network Latency
• Frame Rate Stability
• Packet Loss

This approach brings threefold value: node reputation can be fully audited, participants receive transparent incentive distribution, and enterprise users have irrefutable proof of service quality. In other words, GPU node performance will be permanently recorded on-chain, forming the basis for earning rewards.

Japan Has Made It a Reality: The First Applications in VTuber Platforms

Returning to practical application. Мавари’s vTubeXR platform has been integrated into the operations of two leading Japanese VTuber agencies—Brave Group and Virtual Avex.

During the 2025 Osaka Expo, joint demonstrations by these two companies attracted thousands of live spectators, who experienced AI-driven virtual avatars and immersive XR streaming in real-time. This was not only a technical showcase but also a business model validation: new fan interaction modes and monetization paths for virtual content are gradually being established.

Мавари has also partnered with several top VTuber studios and IP holders through early access programs, helping them explore new monetization models and fan experience designs.

Market Drivers: Over 100 Million XR Devices in Five Years

The XR hardware market is growing rapidly. It is expected that in the next five years, global XR device shipments will surpass 100 million units. This scale implies:

Explosive Infrastructure Demand. Such a large user base requires corresponding backend computing and streaming support, which traditional centralized solutions cannot sustain cost-effectively.

DePIN Model Has Great Potential. Мавари’s decentralized approach allows anyone with a GPU—individuals or enterprises—to join the network and participate in revenue sharing, dispersing infrastructure costs to global node operators.

ERA Token Current Price Reflects Ecosystem Enthusiasm

The ERA token issued by Caldera serves as the governance and incentive token for this ecosystem. Its current price is $0.20, with a 24-hour increase of +0.75%. Fluctuations in the token price reflect market ongoing interest in the XR infrastructure sector.

The Future Is Already Starting: AI + XR + Blockchain Integration

Мавари is building not just a streaming service but a full-stack immersive computing network integrating AI, XR, and blockchain. Through utility-driven revenue models, enterprise-level collaborations, and proven market applications, Мавари has secured a key position in popularizing XR experiences.

As global XR hardware penetration increases, the collaboration between Мавари and Caldera may become a benchmark for next-generation infrastructure.