Kova. The micro-compute network.
Slice. Schedule. Verify.
Turn idle CPU/GPU threads into verifiable performance. Pay only for what you use. Earn from every unit you provide.
The Kova Advantage
Fractional GPUs/CPUs, per-second billing, and proof-based receipts—so you ship faster, spend less, and keep every unit of compute accountable.
Design the target state: per-second billing, price caps, regions, and slice policies (vCPU, fractional GPU, RAM)
MIG/MPS configuration, batching, and concurrency tuning. Throughput and latency targets with clear $ per result metrics.
Wire Kova into your stack - storage, CI/CD, observability. Dashboards for cost, utilization, and success rates.
Defragment slices, co-locate data, and set price caps. We measure and improve effective cost per epoch/inference/frame.
Verifiable receipts, reputation policies, and optional attestation routes for regulated workloads; finance-ready exports.
Make Every Core Count.
Fractional Compute. Full Results.
Spin up fractional GPUs/CPUs with unified APIs and per-second billing. Ship faster without lock-in.
Turn Hardware Into Yield.
Backfill idle cycles with verifiable work. Reputation, receipts, and payouts aligned to performance.
Why teams pick Kova over legacy clouds.
A proof-first, utilization-maximized micro-compute network versus yesterday's coarse, opaque control planes.
- ✓Per-second, micro-unit billing
- ✓Fractional GPU/CPU scheduling
- ✓Reputation-driven routing
- ✓Proof-based receipts & telemetry
- ✓Developer-first DX and APIs
- ✓Composable marketplace primitives
- ✕Opaque hourly billing
- ✕No fractionalization
- ✕Weak resilience and routing
- ✕Black-box performance data
- ✕Rigid configs and lock-in
- ✕Bolt-on enterprise features
Kova architecture, staged as a live rail
Five hops from ingress to verifiable reward, with orchestrated routing and receipts.
Latest Insights.
Fresh drops on scheduling, market design, and verifiable micro-compute.
Fractional GPUs 101: why slicing beats renting
How MIG/MPS turns GPU fragments into predictable throughput and better economics.
Per-second billing: pricing compute like a stream
Why per-second micro-billing plus caps creates predictable spend for real workloads.
Proof-based receipts: audit-ready compute without theater
Receipts that reconcile: what “proof” means and why it matters for finance and compliance.