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+---
+title: Benchmarking -- Node 10.1.4
+slug: 2025-01-performance-10.1.4
+authors: mgmeier
+tags: [benchmarking-reports]
+hide_table_of_contents: false
+---
+
+## Setup
+
+As part of the release benchmarking cycle, we're comparing benchmarking runs for 2 different versions of `cardano-node`:
+* `10.1.1` - baseline from a previous mainnet release
+* `10.1.4` - the current mainnet release
+
+For this benchmark, we're gathering various metrics under 2 different workloads:
+1. _value-only_: Each transaction consumes 2 inputs and creates 2 outputs, changing the UTxO set. This workload produces full blocks (> 80kB) exclusively.
+2. _Plutus_: Each transaction contains a Plutus script exhausting the per-tx execution budget. This workload produces small blocks (< 3kB) exclusively.
+
+Benchmarking is performed on a cluster of 52 block producing nodes spread across 3 different AWS regions, interconnected using a static, restricted topology. All runs
+were performed in the Conway era.
+
+## Observations
+
+These benchmarks are about evaluating specific corner cases in a constrained environment that allows for reliable reproduction of results; they're not trying to directly recreate the operational conditions on Mainnet.  
+
+### Resource Usage
+
+1. CPU 85% spans slightly increase by 6% or ~0.2 slots (26% or ~2.9 slots under Plutus workload).
+2. We can observe a tiny increase in memory usage by 1-2% (132-160 MiB).
+
+Caveat: Individual metrics can't be evaluated in isolate; the resource usage profile as a whole provides insight into the system's performance and responsiveness.
+
+### Forging Loop
+
+1. Under value workload, Ledger Ticking and Self Adoption exhibit a very slight increase (2ms each).
+2. Block Context Acquisition has improved by 2ms.
+3. Under Plutus workload, there are no significant changes to forger metrics.
+
+The metric _'Slot start to announced'_ (see in attachments) is cumulative, and demonstrates how far into a slot the block producing node first announces the new header.
+
+### Peer propagation
+
+1. There's a minor increase of 1% (3ms) in Block Fetch duration under value workload only.
+2. Under Plutus workload, we can measure a small improvement by 2% for adoption times on the peers.
+
+### End-to-end propagation
+
+This metric encompasses block diffusion and adoption across specific percentages of the benchmarking cluster, with 0.80 adoption meaning adoption on 80% of all cluster nodes.  
+
+As a result of the above, on `10.1.4` we can observe:
+1. a tiny increase in cluster adoption times of 1%-2% in the 80th centile and above under value workload.
+2. an improvement in cluster adoption times of 3%-4% in the tail end (95th centile and above) under Plutus workload.
+
+### Conclusion
+
+1. For `10.1.4`, we could not detect any regressions or performance risks.
+2. All increases or decreases in forger and peer metrics are 3ms and less. This indicates network performance of `10.1.4` will very closely match that of `10.1.1` and subsequent patch releases.
+3. There's no significant change in the resource usage pattern. The increased CPU 85% spans tend to barely manifest when the system is under heavy load (value workload); as such, they pose no cause for concern. 
+
+## Attachments
+
+Full report for _value-only workload_, PDF downloadable [here](../static/pdf/benchmarking/release-10.1.4.value-only.pdf).
+
+Full report for _Plutus workload_, PDF downloadable [here](../static/pdf/benchmarking/release-10.1.4.plutus.pdf).  
+
+NB. The benchmarks for `10.1.1` were performed on tag `10.0.0-pre`. The minor version bump did not include changes relevant to performance; thus, measurements taken on `10.0.0-pre` remain a valid baseline.
+
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