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DAC vs AOC vs Transceiver Pairs: A Cost-Per-Port Framework That Survives Audit

FOT Engineering Team·2026-08-16·9 min read
In this article→ The Three Options→ Distance Decides First→ Power Is Recurring Cost→ Three-Year Cost, Drawn Properly→ The Upgrade-Life Argument→ Failure Modes and Sparing→ The Framework→ What an Auditor Will Ask→ FAQ

Every procurement cycle produces the same argument. Someone has a spreadsheet showing DAC is a fraction of the cost of transceivers, someone else points out that the DAC will be landfill in three years, and the decision gets made on whoever presented last. Here is a framework that holds up under scrutiny.

Distance sets the choice. Cost follows distance, not the other way round.
Distance sets the choice. Cost follows distance, not the other way round.

The Three Options

Passive DAC — twinax copper with connectors moulded on. No electronics in the data path. Around 0.1 W, zero added latency, cheapest per link, and it cannot fail in software.

AOC — optical fiber with transceivers permanently attached at both ends. Around 14 W at 800G, reaches 30–100 m, and the optics are factory-mated so there are no end-faces to clean.

Transceiver pair plus structured fiber — two modules and a patch cord or trunk between them. Highest cost per link, but the modules and the fiber are independent assets with different lifecycles.

Distance Decides First

Before any cost conversation, place the link on the distance axis. This eliminates most of the argument.

Distance to cable type
0.5–3 m (in-rack)Passive DAC. Nothing else is competitive.
3–10 m (adjacent rack)Active DAC or AOC. AOC if cable bulk or airflow is a constraint.
10–100 m (same hall)AOC, or transceivers over trunk if you will upgrade optics before recabling.
100 m – 2 kmTransceivers over single-mode structured fiber. DR/FR class.
Beyond 2 kmLR/ER or coherent. See our coherent pluggable guide.

Note what this table does not say: it never recommends a type because it is cheap. Cost only becomes decisive when two options both physically work.

Power Is Recurring Cost

The number that gets left out of most comparisons. At 800G:

Work an example. A 1,000-link fabric, AOC throughout, at roughly 28 W per link is 28 kW continuous. Add cooling at a PUE of 1.3 and you are drawing around 36 kW to run cables. Move the 400 in-rack links to passive DAC and you save close to 11 kW — every hour, for the life of the fabric.

That is the real reason hyperscalers care about in-rack copper. It was never mainly about the purchase price.

Three-Year Cost, Drawn Properly

Sticker price is one bar in a stack of four. Once power and cooling are drawn to the same scale, the comparison stops being controversial.

Hardware, power, cooling and fiber plant over three years. The ordering does not change, but the gaps narrow dramatically.
Hardware, power, cooling and fiber plant over three years. The ordering does not change, but the gaps narrow dramatically.

Read the figure as shape, not as quotes — the absolute numbers depend on your energy tariff and your PUE. What is robust across every set of assumptions we have tested:

The Upgrade-Life Argument

Here is where the transceiver option earns its premium, and where DAC's low price can be misleading.

A DAC or AOC is a single asset with a single speed. When you go from 800G to 1.6T, every one of them is scrap. A transceiver-plus-trunk link is two assets: the modules are replaced, the fiber stays. Structured fiber has a 10–15 year service life across typically three optic generations.

So the honest comparison over a 10-year window is not "cable A costs less than cable B". It is:

For short links the DAC path still wins comfortably — the cable is cheap and the runs are short. For anything crossing a rack boundary in a fabric you expect to upgrade, the arithmetic tightens fast, and installation labour is usually what tips it.

Rule that survives audit: use DAC/AOC where the link is short enough that re-cabling is cheap. Use structured fiber where re-cabling is expensive. The break-even is about labour access, not about metres.

Failure Modes and Sparing

Different types fail differently, which changes what you stock.

Failure characteristics
Passive DACMechanical only — crushed cable, bent pin. Very low rate. Failure is total and obvious.
AOCOptical or electrical at either end. Whole cable is replaced for a single-end fault. Hold 2–3% spares.
Transceiver pairSingle module replaceable. Contamination on end-faces is the most common issue and is fixable, not fatal.

The sparing implication: AOC spares must be held per length and per coding, which multiplies SKU count. Transceiver spares are per type — far fewer line items for the same coverage.

The Framework

Six questions, in order. Stop at the first that gives a clear answer.

  1. How far? If under 3 m, passive DAC. Decision made.
  2. Will you upgrade speed before you next touch the cabling? If yes and the run is long, structured fiber.
  3. Is the path serviceable without disruption? If pulling a replacement means a maintenance window, favour structured fiber.
  4. What is your power budget? If constrained, push copper as far as it physically goes.
  5. How many SKUs can operations handle? AOC breeds SKUs. Transceivers plus standard cords do not.
  6. Only now, compare price. And compare over the asset life, not the purchase order.

Our line covers all three paths — passive DAC, AOC and 800G DR8 transceivers — with programmable vendor coding, so the decision can be made on engineering grounds rather than on what a supplier happens to stock.

What an Auditor Will Ask

If this decision is going to be reviewed — internally, by a customer, or by someone signing a capex request — five questions come up every time. Have the answers written down before you are asked.

  1. "What is the assumed service life, and where does that number come from?" Three years for optics and ten to fifteen for structured fiber are defensible industry norms. State them explicitly; do not let them stay implicit in a spreadsheet formula.
  2. "What energy price and PUE did you use?" Power is usually the second-largest line item and it is the one most often omitted. Show it separately so the reviewer can substitute their own tariff.
  3. "What is the installation labour assumption?" Re-cabling a rack is cheap; re-cabling a hall is not. If your comparison ignores labour, the DAC option will look better than it is on long runs.
  4. "How many SKUs does this create, and who manages them?" AOC generates a SKU per length per coding. That is an operational cost even though it never appears as a line item.
  5. "What happens at the next speed upgrade?" The honest answer for DAC and AOC is "we buy them again". That is often fine — but it should be a decision, not a discovery.

A comparison that answers these five holds up. One that presents a single cost-per-link number does not, no matter how carefully that number was calculated.

FAQ

Is AOC always more expensive than DAC?

Per unit, yes. Per deployed link at 10 m, often no — because the DAC alternative at that distance is an active DAC with retimers, which narrows the gap considerably.

Can I mix DAC and AOC in one fabric?

Yes, and you should. Match the cable to the hop. Uniformity is a procurement convenience, not an engineering virtue.

Does vendor coding affect price?

Not materially. It is an EEPROM programming step at manufacture. What it affects is whether the link comes up without a console session.

How do I compare quotes fairly?

Normalise to cost per port per year over the expected service life, and add the power. A cable that is 30% cheaper but scrapped two years sooner is not cheaper.

Keep Reading

📄 Cabling an AI GPU Cluster: Rail-Optimised Fiber Design From Rack to Spine📄 800G Optics: OSFP vs QSFP-DD, and When AOC or DAC Beats Transceivers📄 LPO vs CPO vs NPO: Which 1.6T Switch Architecture Should You Actually Cable For?

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