CI/CD: hardware requirements guide
Self-hosted build pipelines, runners, artifact storage.
Hardware requirements by tier
Three tiers for every workload: the minimum that works, the recommended sweet spot, and the comfortable headroom level. These are the same tiers the WisePC decision engine uses when it plans a build around your goal.
| Tier | CPU cores | RAM | Storage | GPU | VRAM | Network |
|---|---|---|---|---|---|---|
| Minimum | 4 cores | 16 GB | 1 TB (ssd) | None | — | 1 GbE |
| Recommended | 8 cores | 32 GB | 2 TB (ssd) | any | — | 2.5 GbE |
| Comfortable | 16 cores | 64 GB | 4 TB (ssd) | any | — | 10 GbE |
| Overkill | 26 cores | 103 GB | 8 TB (ssd) | any | — | 10 GbE |
Beyond Comfortable — 26 cores, 103 GB RAM, 8 TB (SSD): headroom you will never use for this workload alone. Put the difference into storage, backup or silence.
Recommended system shape
Derived by the decision engine from the recommended tier — the same logic that plans full builds.
- Form factor
- sff
- Build style
- prebuilt
- Drive plan
- 2× 2TB NVMe
Light requirements (8 threads, 32GB RAM) fit a sff prebuilt system — simpler and more efficient than building from parts.
One box or a separate machine?
Whether this workload deserves its own system or should live on the main server.
Keep on the main server
Runs fine on the main system — no reason for a dedicated box.
Storage arrays, priced
Five physical strategies for the recommended capacity — the same planner, drive model and reference prices as the storage planner tool.
| Strategy | Drives | Usable | Cost | Idle |
|---|---|---|---|---|
| Cheapest | 1× 4TB hdd | 4 TB · none | ≈ €100 | 5 W |
| Balanced | 1× 16TB hdd | 16 TB · none | ≈ €240 | 6 W |
| Redundant | 3× 8TB hdd | 8 TB · parity2 | ≈ €450 | 15 W |
| Expansion-friendly | 1× 20TB hdd | 20 TB · none | ≈ €300 | 7 W |
| PerformanceRecommended | 2× 4TB nvme | 4 TB · parity1 | ≈ €480 | 2 W |
For a fast working tier, go all-flash — the performance strategy protects speed without the HDD rebuild pain.
Backup is not storage
The extra copy that survives drive failure, deletion and ransomware — the same engine as the backup planner.
Protect 2TB with at least two copies on separate hardware, ideally one offsite. The recommended start is a dedicated NAS.
Recommended: Separate NAS — A dedicated box that only stores backups · ≈ €296
- No offsite copy (high): Add a second copy outside the building — cloud or a drive at a friend's house.
- No versioning (medium): Use a versioning-aware tool (restic, borg, Backblaze) that keeps history.
- Unscheduled backups (medium): Schedule backups automatically and monitor them.
- Backup on the same machine (medium): Keep the backup on separate hardware or offsite.
What will it cost?
Market-neutral EUR bands from the reference drive model (≈ = estimated street price). Live component prices resolve on the build page for your region.
- Storage array
- ≈ €100 – €480
- Array energy / year
- ≈ €37/yr (∼17 W idle)
Compute (CPU, board, RAM, GPU) is not included — see the recommended build for live prices.
Growth outlook
What happens when the data keeps growing — the same engine as the growth simulator.
This architecture becomes inadequate in year 3 (~240€ to expand to that point) — 3 bays needed. Plan the next step (bigger array, NAS or DAS, or a stronger platform) before then.
Exceeds max 4TB by 1TB — need larger array/DAS/NAS. Fresh Performance array for 5TB: 3 bays, ~720€.
Which tier do you need?
- Pick Minimum (4 cores, 16 GB RAM) only for a single-purpose machine on a tight budget — expect little headroom.
- Recommended (8 cores, 32 GB RAM) is the sweet spot: enough for the workload plus the usual side-services, without overspending.
- Pick Comfortable (16 cores, 64 GB RAM) when this workload shares the machine with others or will grow — you pay for headroom, not for anxiety.
- GPU rule for this workload: any.GPU rule for this workload: any (no discrete VRAM needed).
Frequently asked questions
How much RAM does ci/cd need?
16 GB is the sensible minimum, 32 GB covers most real setups, and 64 GB gives comfortable headroom for growth and extra services.
How many CPU cores does ci/cd need?
A 4-core CPU is the minimum, 8 cores is the recommended sweet spot, and 16 cores is comfortable when it shares the machine with other workloads.
Does ci/cd need a dedicated GPU?
Any GPU helps (integrated graphics or a small dedicated card).
What storage and network does ci/cd expect?
Storage: 2 TB of SSD is the recommended baseline (1 TB minimum, 4 TB comfortable). Network: 2.5 GbE is the recommended baseline.
What runs well alongside ci/cd?
It pairs naturally with: Dev environments, Docker.
How much power does ci/cd use?
The storage array idles around 17 W (≈ 37 €/year at 0.25 €/kWh). The full system adds CPU, board and fans on top — see the cost section for the honest bands.