From the Warehouse
to the Pocket:
The 1.3% Solution.
Swarm turns smartphones, laptops, and desktops into a distributed AI compute network using hardware people already own. Our scale thesis: capture 1.3% of the mobile market or 0.5% of high-end desktops to match roughly 1 Gigawatt of compute capacity, without building another hyperscale facility.
Centralized AI is hitting
a physical ceiling.
Bigger models demand bigger warehouses, more megawatts, more water, and more steel. The marginal cost of intelligence is now measured in gigawatts and aquifers.
projected to be consumed by data centers by late 2026, outpacing residential growth.
of waste heat generated by a single rack, requiring industrial HVAC and chillers 24/7.
evaporated annually by hyperscale cooling towers, often in drought-stressed regions.
A distributed compute network,
running on hardware you already own.
Swarm coordinates verified capacity across Windows, macOS, Linux, and Android. Workloads are routed by capability and model readiness, then verified before acceptance — turning existing hardware into useful AI infrastructure without requiring another centralized data center.
Nodes Join & Verify
Windows, macOS, Linux, and Android nodes report hardware capability, model readiness, runtime integrity, and availability before receiving eligible work.
Jobs Routed by Capability
The router matches each workload to verified nodes that can execute the required task and model tier, while respecting platform, trust, and availability policy.
Verified Work Earns USD
Providers earn a USD-denominated share of verified completed work. Earnings are recorded directly in USD and tracked through the provider ledger.
Test Your Device. See What It Can Earn.
Run a quick browser pre-check to estimate your device level, eligible task lanes, and potential USD-denominated earnings. The installed node app performs the final hardware, model, runtime, and policy verification.
Provider earnings are accounted and displayed directly in USD, with no reference market price.
- Scanning CPU
- Checking RAM
- Measuring storage
- Detecting GPU / NPU
- Estimating runtime class
- Calculating earning range
- Operating system
- —
- Memory / RAM
- —
- CPU cores
- —
- GPU
- —
- Browser storage signal
- Not reported
Provider earnings are recorded directly in USD based on verified completed work. The estimator requests USD-denominated ranges directly and does not use a reference market price or speculative market value.
Run the test to request a USD-denominated earning range based on your likely node level, eligible task lanes, uptime, and network demand. Final eligibility is determined by the installed node app and backend policy.
Levels 1–5 live ladder, Level 6 roadmap
No model required
3B–4B class local models, including Gemma 4 E2B on supported Android devices
7B–8B class local models
Swarm Level 4 Code Pack
Gemma 3 27B primary · Mistral Small 24B fallback · guarded 30B lanes
Premium roadmap tier for high-stakes enterprise planning, complex multi-document reasoning, and legal/financial/technical review with human oversight.
Registered nodes: —
Node locations are approximate and derived from recent heartbeats. This public view does not expose provider emails, wallet addresses, hardware IDs, or task data.
A structurally unfair advantage.
Privacy, efficiency, and provider ownership are built into the architecture: minimize unnecessary data exposure, use existing hardware, and pay providers directly for verified work.
Task-scoped by design.
Swarm is designed to send nodes only the workload context required for assigned work, while keeping identity, routing, and verification policy controlled by the network.
Passively cooled. Already built.
Smartphones dissipate heat through their chassis. Eliminate the environmental tax of industrial HVAC, refrigerants, and rare-earth mining.
Turn idle hardware into income.
Operators earn USD-denominated rewards for verified work completed on hardware they already own, with earnings recorded directly in the provider ledger.
Engineered for adversarial conditions.
Swarm is designed for an untrusted distributed environment. Node eligibility combines identity, runtime integrity, release policy, hardware capability, model readiness, and platform-appropriate attestation signals. Results can be checked through validation and consensus before acceptance.
Identity + AttestationDevice-scoped identity, trust policy, runtime integrity, and available platform attestation signals help prevent duplicate or untrusted nodes from receiving protected work.
Checkpoint + ConsensusCheckpoint validation, output verification, and consensus policies let the network reject bad submissions before work is accepted and rewarded.
Capability-Aware RoutingEach job is matched to nodes that report the required capability, model readiness, runtime state, and trust eligibility instead of treating every device as interchangeable.
Put your hardware to work in
the Swarm provider beta.
Sign up for provider beta updates, technical previews, and node availability. No spam.