Golem Network

Position

Golem is the oldest project in this library's decentralized compute coverage:

• Founded 2017 — predates most DePIN and decentralized compute projects by years.
• GLM token — utility token on Ethereum (ERC-20) and Polygon.
• Generic compute — not specialized to a single workload type; any embarrassingly parallel job works.
• Architecture: provider/requestor — the standard peer-to-peer model Golem helped pioneer.

Compared to the rest of this library's compute coverage:

• Akash: Kubernetes-style container deployments; Golem is more task-oriented.
• Phala: TEE-confidential; Golem has no TEE component.
• Render: GPU rendering/ML-specific; Golem is generic.
• Bittensor: specialized AI subnets; Golem is general-purpose.

Architecture

Provider / Requestor model

Golem implements the classic two-sided marketplace:

• Providers: operators running the yagna daemon and sharing CPU/GPU resources. Each provider runs inside a sandboxed VM (was Docker, evolved to unikernels).
• Requestors: actors who submit jobs (Golem calls them "activities") to the network and pay in GLM.
• Yagna daemon: the core software both providers and requestors run. Implements the Golem protocol, market, and payment settlement.

Market and settlement

The Golem market matches provider offers to requestor demands:

1. Requestor posts a demand (specifies compute requirements and price).
2. Providers with matching offers are selected.
3. Job runs on the provider's infrastructure.
4. Provider invoices the requestor.
5. Payment settles in GLM (via Polygon or Ethereum).

Payment platforms

Golem supports settlement on: - Ethereum Mainnet — expensive but highest security. - Polygon — lower fees, sufficient for most microtransactions.

Sandbox

Golem pioneered the execution sandbox:

• Early versions: Docker-based.
• Current: Unikernel-based VMs for stronger isolation between requestor workloads.
• Each job runs in its own execution environment; providers can't access other providers' data or each other's jobs.

GLM token

• Standard: ERC-20 (Ethereum)
• Networks: ETH Mainnet and Polygon
• Supply: 1,000,000,000 total (1:1 migration from legacy GNT)
• Utility: the sole currency for paying providers

GNT → GLM migration

Golem's original token was GNT (2017). Migration to GLM began in late 2020 and is ongoing. 1:1 conversion ratio.

Use cases

Batch computation

The canonical Golem use case: embarrassingly parallel batch jobs where provider trust doesn't matter.

• Examples: rendering farms, video encoding, distributed computing (BOINC-style science workloads).
• Current fit: moderate. Golem handles this but has more competition now.

Web2 partnership

Notable 2026 development: Salad.com partnership — a GPU cloud platform that partnered with Golem to test Golem's network for enterprise-grade AI and rendering workloads, with settlements in GLM.

This represents Golem's path to real-world adoption: engineering trials with established Web2 GPU cloud platforms.

Token utility

For token-economic analysis: GLM is one of the earliest DePIN tokens with continuous mainnet operation since 2017. Longest track record of any decentralized compute token.

Comparison

Trade-offs

Strengths

• Battle-tested: 8+ years of mainnet operation. Longest track record in decentralized compute.
• Generic model: any parallelizable workload fits. Not constrained to containers or specific GPU architectures.
• Simple trust model: the provider sees the data. For non-sensitive workloads, this is fine.
• Polygon settlement: low fees for high-volume microtransactions.

Limitations

• No confidential computing: provider is fully trusted. For AI inference where prompt privacy matters, this is a dealbreaker.
• Smaller network: far fewer providers than Akash or Render. Limited GPU inventory.
• No frontier AI story: not optimized for LLM inference or training in the way modern GPU networks are.
• Slow evolution: newer projects (Phala, Akash 2026 GPU, Bittensor) move faster.
• Developer tooling: Yagna is Rust-based; less mainstream than Kubernetes/Docker for the average cloud developer.

Attack surface

Primary sources

• Golem — golem.network
• Documentation — docs.golem.network
• GitHub — github.com/golemfactory/golem
• GitHub (yagna) — github.com/golemfactory/yagna
• GLM token — golem.network/glm
• Salad partnership (Jan 2026) — blog.golem.network