Comparison

ntail vs. Redpanda Serverless: cost and the throughput cap

Published 2026-09-08 · 5 min read

Redpanda Serverless is Redpanda's own fully-hosted, pay-as-you-go tier, sold on instant startup and "zero ops." Unlike some managed Kafka pricing, its per-GB rates are actually published, which makes a real comparison possible. Look past the headline pitch, though, and two things are worth knowing before you build on it: a hard throughput ceiling on every serverless cluster, and per-GB rates you have to go looking for.

The workload

10 MiB/s of compressed data in, 20 MiB/s of compressed data out (a common 2× fan-out), 7‑day retention — roughly 6.3 TB retained at any time, the same workload as our other comparisons. Redpanda isn't part of ntail's interactive pricing calculator — the figures below are modeled separately from Redpanda's own published rates, so treat them as directionally accurate rather than as precise as the rest of our comparisons.

Pricing, side by side

ntail vs. Redpanda Serverless — pricing model and example cost
ntailRedpanda Serverless
Pricing modelPay as you go, per started hourData in, data out, storage — nothing elseBase compute + partition-hoursPlus separate data in, data out & storage fees
Base / partition feeNone$0.10/hour + $0.0015/partition/hour≈$80/mo on this workload
Data in$25 per 1 MiB/s / monthCompressed, volume discounts from 100 MiB/s$0.045 per GB≈$1,223/mo
Data out$25 per 1 MiB/s / monthCompressed, volume discounts from 100 MiB/s$0.04 per GB≈$2,174/mo
Storage$20 per TB / monthSingle-copy pricing$0.09 per GB-month≈$567/mo
Public internet traffic$0 — never meteredIncluded in the per-GB in/out rate
Example monthly cost10 MiB/s in · 20 MiB/s out · 7-day retention$876≈$4,044

Illustrative figures based on Redpanda's own published Serverless unit prices (base compute, per-GB data in/out, storage and per-partition fees), assuming continuous operation and a conservative 6-partition estimate for this workload. Unlike our other comparisons, this isn't part of the interactive pricing calculator — ask us for a quote modeled against your actual bill.

A real ceiling on "serverless"

Every Redpanda Serverless cluster is capped at 100 MB/s of average ingress, with a hard limit of 5,000 partitions. Below that line the pitch holds up: no cluster to size, instant startup. Above it, you're not scaling the same product anymore — you're migrating to a different Redpanda tier, with its own sizing and its own capacity planning, which is exactly the work "serverless" is supposed to remove. ntail has no second tier to migrate onto: one product, no cluster to size, and a per-cluster throughput limit we raise on request rather than a different SKU to move to.

The same bar on uptime

Redpanda's own Serverless page states a 99.9% uptime SLA, and ntail's contractual SLA is also 99.9% — just under 44 minutes of allowed downtime a month. Both numbers are the provider's own published commitment, not a benchmark either of us ran. On uptime the two are level, so the decision comes down to what the same workload costs and whether it fits under the throughput ceiling.

Pricing you have to go find

To ntail's credit for the competition: Redpanda does publish real per-GB numbers, which is more than some managed Kafka providers do. But they're not on the main Serverless product page — you'll find them in a separate blog post or by working through Redpanda's own pricing calculator. ntail's rate card is three numbers on the pricing page itself, with no calculator required to find the starting price.

A European company, on our own European infrastructure

ntail is operated by Factual Tech AB, a company registered in Sweden. Customer data is processed and stored in the EU by default — other regions, including the US, available on request — on infrastructure we operate ourselves. For teams with stricter residency or sovereignty requirements, we can also run a dedicated cluster fully off the public cloud, in a specific region of your choice. See how we handle security for the full detail.

Which one is right for you

If your workload comfortably sits under the throughput ceiling and the per-GB bill works at your volume, Redpanda Serverless is a real, transparently-priced option. But if you'd rather not plan around a per-cluster cap on a "serverless" product, or per-GB data transfer adds up at your volume, it's worth modeling your own workload against ntail's pricing, or seeing how ntail compares to the other managed streaming options.

Send us your Redpanda bill

We'll model the same workload on ntail, line by line, and show you exactly where the saving comes from — no obligation. Or skip the maths and start on the free plan today: no card, no time limit.