Gradient Network

Gradient Network

Decentralized edge computing platform for dApps

Overview

Gradient Network builds a decentralized edge computing platform on the Solana blockchain that serves as a Layer-2 scaling solution for dApps. It enables developers to run scalable, high-performance decentralized applications by leveraging a global, community-powered compute network built from edge nodes and managed through its Sentry Node technology. The system centers on compute, communication, and orchestration to enable pervasive connectivity and decentralized intelligence, bringing computing resources closer to data sources to reduce latency. Compared with traditional cloud or other blockchain projects, Gradient Network differentiates itself through its edge-focused, community-driven infrastructure and emphasis on near-source processing at scale within a Solana-based ecosystem. Its goal is to provide an efficient, scalable environment for decentralized applications, delivering lower latency and better performance by distributing compute to the edge.

About Gradient Network

Simplify's Rating
Why Gradient Network is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

Crypto & Web3

Company Size

11-50

Company Stage

Seed

Total Funding

$10M

Headquarters

Singapore

Founded

2024

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Simplify's Take

What believers are saying

  • $10M seed from Pantera Capital and Multicoin Capital fuels protocol development in June 2025.
  • Lattica and Parallax launch drives developer adoption for scalable AI inference.
  • Liquid staking across Solana, Ethereum, TAO boosts interoperability and rewards.

What critics are saying

  • Solana outages halt Gradient L2 operations within 3-6 months.
  • io.net seizes GPU compute market share from Gradient in 6-12 months.
  • Parallax fails verifiability, stalling dApps in 3-9 months.

What makes Gradient Network unique

  • Gradient Network builds decentralized AI stack with Lattica for P2P connectivity and Parallax for distributed inference.
  • Sentry Nodes enable pervasive connectivity on Solana L2 for low-latency edge computing.
  • Focuses on compute, communication, orchestration primitives for open-source AI intelligence.

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Funding

Total Funding

$10M

Above

Industry Average

Funded Over

1 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
Netflix
$2.3M
Instacart
$3M
Robinhood
$10M
Gradient Network

Company News

Gradient
Jun 16th, 2025
Gradient Network Raises $10M to Redefine AI Infrastructure

Gradient Network raises $10M to redefine AI infrastructure. Gradient Network is building the world's first fully decentralized AI. Gradient Network is pioneering a decentralized AI infrastructure for open-source intelligence. Gradient is determined to build a global foundation that supports the distribution, evolution, and embodiment of intelligence. Gradient is proud to announce the completion of its $10M seed funding round, led by Pantera Capital and Multicoin Capital, with participation from HSG (formerly Sequoia Capital China) and other distinguished partners. This milestone is further supported by leading angel investors and advisors from spaces across AI, crypto, and beyond. In tandem, Gradient has refreshed its brand identity to better reflect its core values and ambitions. This brand evolution underscores its commitment to transparency, decentralization, and continuous innovation as Gradient shape the future of AI. The imperative for decentralized AI. As AI becomes integral to society, concerns around privacy, equity, and power concentration grow increasingly urgent. Today's AI capabilities are largely concentrated in a few centralized platforms, posing significant risks of privacy infringement, exclusion, and monopolistic control. Decentralizing AI emerges as a vital response to these pressing challenges. By distributing control over data, compute, and algorithm development across a diverse network of participants, decentralized AI fosters transparency, fairness, and security. This shift encourages broader innovation while minimizing systemic risks and dependency on centralized gatekeepers. A comprehensive rethink of the AI stack starts with: * Decentralized data governance * Collaborative compute frameworks * Open and transparent algorithm development This approach not only protects user privacy and democratizes access to AI but also mitigates the systemic biases entrenched in centralized systems. Ultimately, decentralization isn't just beneficial; it is essential to building an equitable, transparent, and sustainable future for artificial intelligence. Building the base stack for decentralized AI. At Gradient Network, Gradient believe that decentralized intelligence requires a few foundational primitives: compute, communication, and orchestration. Together, they form the backbone of a new machine internet - one that is open, sovereign, and powered by millions. To bring this vision to life, Gradient has set the stack in motion with two foundational building blocks - Lattica and Parallax. Lattica: the universal data motion engine. A robust, efficient peer-to-peer connectivity layer is essential for enabling decentralized compute of any kind. Over the past few months, in pursuit of a global peer-to-peer content delivery network (CDN), Gradient unintentionally conducted one of the largest real-world experiments in internet connectivity mapping as the peer-to-peer CDN approaches commercialization. This was made possible by millions of participants across its Sentry Node network, showcasing the vast potential of decentralized systems powered by community engagement. Today, that vision has evolved intoLattica - its universal peer-to-peer data communication protocol and the connectivity backbone of the decentralized AI stack. Lattica will be released in the coming days. Parallax: the world inference engine. As agentic AI applications proliferate, the demand for scalable inference infrastructure is accelerating, alongside rising needs for data sovereignty, reliability, and cost efficiency. Parallax is its response: a decentralized inference protocol purpose-built for this new paradigm. What sets Parallax apart is its ability to go far beyond running small models on local endpoints. It enables large foundation models to be decomposed, distributed, and collaboratively executed across a global mesh of heterogeneous devices. This is inference, recomposed. To support this, Parallax is designed with a set of critical capabilities: * Scalability: Harnesses a global mesh of compute nodes - across diverse device classes - to scale inference beyond centralized limits. * Modular Execution: Runs large models as orchestrated segments across distributed nodes, enabling flexible, fault-tolerant deployment. * Privacy-Preservation: Ensures user data remains secure and confidential, honoring one of the core motivations to decentralize inference in the first place. * Verifiability: Enables transparent validation of inference outputs, reinforcing trust in decentralized systems. * Reliability: Delivers fault-tolerant, consistently performant inference, even in highly distributed and heterogeneous environments. Like Lattica, Parallax will debut later this week. Lattica and Parallax are just the beginning. More groundbreaking protocols are on the horizon, each reinforcing its commitment to a truly decentralized AI runtime. Join the movement. This marks just the start of its expedition toward a future where intelligence is decentralized and open to all. There are new protocols to be built, resources to be unified, and applications to be developed. Gradient warmly invite researchers, developers, and the community to join Gradient to decentralize the world's intelligence, for everyone. X (Twitter): https://x.com/Gradient_HQ Discord: https://discord.gg/gradientnetwork Contact Gradient: [email protected]

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