Summary: Positioned squarely between foundation models and AI agents, B.AI is integrating compute routing, decentralized settlement, and full-stack agent infrastructure to establish itself as an undoubted spearhead in AI infrastructure.
Just five months after its launch, B.AI has already set a new industry record with a daily throughput of over 1.51 trillion tokens—a 71,500x-plus increase since inception.
B.AI achieved in just over 100 days what took OpenRouter, an early aggregation pioneer, roughly two years. Driven by the integration of settlement networks with core infrastructure, the exponential growth pulled off by B.AI highlights the viability of its full-stack commercial strategy while also demonstrating to the global market that the platform has risen to be the absolute leader in the next-generation AI infrastructure stack.
B.AI has secured its leadership thanks largely to its ability to capture and cater to the global demand for cost-effective, high-performance Chinese LLMs. While offering homegrown LLM products a critical gateway for international adoption, the platform has also gained a head start by positioning itself as a global compute distribution hub. B.AI’s ability to rise in this tailwind is rooted in its unique ecosystem design.
Co-incubated by TRON and YZi Labs, B.AI disrupts the market via a dual engine of settlement and distribution, plus its complete infrastructure for the emerging agent economy. The platform enables global access to top-tier LLM compute while equipping AI agents with native resource scheduling and execution capabilities—unlocking liquidity and value exchange across the global agent economy.
Unprecedented Infrastructure Growth: B.AI Builds Global Distribution Hub for LLMs
To reach 1.51 trillion tokens in its daily throughput, simply seizing the tailwind is far from enough. B.AI has also responded swiftly to two macro trends in the AI industry: the cost-performance advantage of leading Chinese LLMs and the surging demand for high-throughput, low-cost inference in the agentic era.
Over the past year, Chinese LLM developers like DeepSeek, Kimi, Qwen, and GLM have matched top global benchmarks at a fraction of the API cost. This unbeatable cost efficiency makes adoption virtually inevitable for developers worldwide.
As a global, next-generation infrastructure, B.AI aggregates top international models like GPT and Claude alongside rising Chinese LLMs. The platform has established close partnerships with Tencent, Alibaba, ByteDance, DeepSeek, Zhipu AI, Kimi, and MiniMax—all top LLM players in the Chinese market—to build a comprehensive model portfolio. This all-star model lineup has, in turn, made B.AI the default launchpad for Chinese LLMs seeking global expansion.
Chinese LLMs, including DeepSeek-V4-Flash, Qwen3.8-Flash, and GLM-5.3 Flash, have stood out as top-performing models on B.AI with the highest usage. Building on the momentum, B.AI continues to drive adoption through model discounts, limited-time free access, tiered API pricing (with discounts up to 90%), and developer incentives, aiming to convert model cost efficiencies into usable throughput for developers worldwide. The traction from this strategic positioning is clearly backed by the numbers: B.AI’s daily token throughput has breached 1.51 trillion—a massive 71,500x-plus surge since its first day upon launch.
Beyond its organic growth momentum, ecosystem partner YZi Labs serves as B.AI’s core distribution engine, continuously onboarding early-stage projects and developer communities. This ecosystem support enables B.AI to penetrate diverse real-world use cases, driving a steady influx of incremental traffic and commercial demand.
For foundation model providers, B.AI’s multi-trillion, high-concurrency architecture provides a fast track to high-value global workloads. Within this massive pool of demand, B.AI has evolved from a simple distribution channel into a primary facilitator—scaling the commercial reach of leading LLMs while reshaping the global AI landscape.
Beyond Aggregation and Routing: B.AI Builds Closed-Loop Infrastructure for the Agent Economy
Yet for this super amplifier to truly sustain a trillion-dollar agent economy, front-end compute routing is nowhere near enough. Building on the API aggregation foundation pioneered by early movers like OpenRouter, B.AI recognized a critical insight: fully unlocking massive agent collaboration requires a closed financial loop at the foundational layer.
To achieve this, B.AI bridges models and agents, creating a global settlement layer for intelligence. This core differentiator transforms the platform from a simple traffic conduit into the central master ledger for the entire agent economy, ensuring every cross-region call and task allocation is seamlessly routed, precisely metered, and automatically settled.
To achieve this vision, B.AI embeds settlement directly into the infrastructure layer, creating a dual-track Web2 and Web3 payment network. Built on Web3 principles, the architecture maintains backward compatibility with traditional Web2 payment systems. On the Web3 front, B.AI leverages on-chain settlement channels to provide global developers with decentralized, verifiable, and low-friction options that enable fully automated transactions and micropayments between agents. On the Web2 front, it preserves legacy gateways like WeChat Pay, Alipay, UnionPay, and Visa, ensuring effortless integration into existing enterprise workflows. Together, this dual-track model delivers a single integration point for frictionless global capital flow.
At the heart of this global liquidity is B.AI’s deep integration with TRON. As the world’s largest stablecoin transfer network, TRON offers B.AI a native payment rail through its massive USDT ecosystem, built for maximum liquidity and minimal friction. As of September 10, total TRC-20 USDT supply surpassed 94.2 billion, continuing to set record highs. Backed by TRON’s battle-tested on-chain capacity, B.AI provides the essential infrastructure required to scale cross-border compute scheduling and high-frequency automated agent micro-transactions.
The true ambition of this architecture is to capture the emerging landscape of automated transactions in the agent economy ahead of the pack. The coming explosion in agent adoption will inevitably drive agent-to-agent (A2A) collaboration and autonomous commerce. Yet, fully unlocking this automated A2A synergy requires far more than just a foundational payment rail. B.AI builds beyond its Web3 smart settlement network by deploying a dedicated full-stack runtime environment for agents. This establishes an end-to-end, high-precision technical loop bridging compute scheduling, task execution, and financial settlement.
At the scheduling layer, B.AI drives fine-grained compute allocation. Its tiered API system fundamentally reshapes compute procurement logic, offering structured invocation plans that allow developers to match specific business demands with optimal compute resources.
At the execution layer, B.AI constructs a native agent collaboration ecosystem. It endows agents with direct operational capabilities to act across the digital world. Powered by embedded toolchains like Skills and Agent Wallet, alongside natively integrated AI assistants BAIclaw and BAI code, agents evolve into fully fledged digital workers capable of autonomous data acquisition and execution, laying a solid engineering foundation for multi-agent synergy.
At the protocol layer, B.AI establishes foundational transaction standards for A2A commerce. This marks B.AI’s most strategically profound move. By natively integrating the x402 payment protocol and the 8004 identity authentication protocol, the platform paves a standardized path for mutual trust, identity verification, and high-frequency automated settlement between agents.
From fine-grained model scheduling to intelligent collaboration systems and standardized transaction protocols, this architecture seamlessly fuses perception, reasoning, action, and settlement. This holistic infrastructure propels B.AI into a central hub for the agent economy, engineered to handle micro-transactions and compute settlement at scale. Crossing into the trillion-token era is merely a new starting point for B.AI. As next-generation AI infrastructure, its core value extends beyond distributing intelligence to powering transactions. By establishing foundational standards for high-frequency A2A collaboration, B.AI is reshaping the global flow of compute value, driving AI infrastructure into a new era built explicitly for agents and machine intelligence.
B.AI Team
Singapore
support@b.ai
