AI benchmarking lab equipment

Our Services

Three Services, One Purpose: Measurements You Can Use

Each Substrate Co service is scoped to a specific point in the benchmarking process. Whether you are starting from scratch, running a comparison, or maintaining ongoing measurement practice, there is a clear entry point.

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Methodology

How We Approach Benchmarking

Every engagement starts with your workloads. We do not arrive with a fixed test suite; we build the benchmark plan around the tasks you actually run — specific model architectures, batch sizes, precision requirements, and concurrency patterns.

This approach takes longer than running a standard suite, but the results are meaningfully different. A figure produced from your workload, under your conditions, is a figure you can act on.

1

Scoping call

Understand workloads, evaluation timeline, hardware candidates

2

Method plan

Document benchmark procedure, assumptions, success criteria

3

Execution

Run benchmarks per the agreed method, record all conditions

4

Delivery

Results with method notes and stated caveats; walkthrough with your team

Service 01

Workload Benchmark Setup

A guided setup session where we help your team define fair, repeatable benchmarks for your own AI workloads. The output is a benchmark plan and reporting outline your team can execute and reference going forward.

This service is suited to engineers who are beginning an evaluation and want a structured method before running tests, or who have run informal tests and need a documented procedure that holds up to internal scrutiny.

What Is Included

  • One structured session with your engineering team
  • Written benchmark plan documenting workload definitions and assumptions
  • Reporting outline for structuring future comparison results
  • Follow-up questions addressed within five business days

Price

RM 620

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Workload benchmark setup session

Method Note

This service produces a plan, not results. Hardware access is not required during the session. The plan can be executed by your team using the agreed procedure, or it can feed into a Comparative Benchmark Study engagement.

Comparative benchmark study results

Method Note

All configurations are tested using the same benchmark plan under identical conditions. Results are presented without declaring a preferred option; interpretation guidance notes where caveats apply.

Service 02

Comparative Benchmark Study

A study that runs your defined benchmarks across candidate hardware configurations and presents the results side by side. We avoid declaring a single winner and let the data inform the choice rather than the narrative.

Suited to teams weighing two or more hardware options — whether on-premise accelerators, cloud instance types, or a mix. Delivered across two phases with a written report, results dataset, and method note.

What Is Included

  • Phase 1: dry run on one configuration with method validation
  • Phase 2: full benchmark run across remaining candidates
  • Written report with side-by-side comparison frame
  • Results dataset in structured format for your own analysis
  • Method note for every figure in the report

Price

RM 1,510

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Service 03

Benchmarking Advisory Retainer

An ongoing arrangement to help your team maintain and refresh its benchmarking practice as workloads and hardware options evolve. We act as an independent advisor, keeping comparisons honest over time rather than letting procedures go stale between cycles.

Designed for organisations that evaluate hardware regularly — whether quarterly, at contract renewal, or in response to new product releases. Runs as a three-month engagement with scheduled reviews and a living method library.

What Is Included

  • Three-month engagement with scheduled review sessions
  • Living method library updated as workloads or options change
  • Written review notes after each assessment cycle
  • Independent advisory perspective on emerging hardware options
  • Access to the Substrate Co team for ad-hoc questions within scope

Price (3 months)

RM 3,020

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Ongoing advisory benchmarking practice

Method Note

The retainer is scoped at the start of the engagement. If evaluation needs change materially mid-term, scope adjustments are discussed openly before additional work begins. No charges are added without agreement.

Decision Guide

Choosing the Right Service

Feature Benchmark
Setup
Comparative
Study
Advisory
Retainer
Benchmark plan / method doc
Benchmark execution by Substrate Co
Side-by-side comparison report
Results dataset
Living method library
Ongoing scheduled reviews
Price (RM) 620 1,510 3,020
Best for: Benchmark SetupTeams starting an evaluation or needing a documented method before running any tests.
Best for: Comparative StudyTeams actively weighing two or more hardware configurations for a procurement decision.
Best for: RetainerOrganisations that evaluate hardware on a recurring basis and want consistent, current measurement practices.

Standards

Protocols Applied Across All Services

Warm-Up Procedures

All benchmarks include a documented warm-up period before measurement begins. Cold-start figures are noted separately and not mixed with steady-state results.

Multiple Runs

Each measurement is taken across multiple runs. Statistical spread is reported alongside point estimates. Single-run figures are not used as final results.

Version Recording

Driver versions, framework versions, and OS configurations are recorded for every benchmark run. Results are anchored to a specific software environment.

Data Handling

Client data and workload artefacts are handled under confidentiality terms. Benchmark data is not shared with third parties or used to inform other client engagements.

Pricing

Clear Rates, Defined Scope

All prices in Malaysian Ringgit (RM). No hidden fees or variable billing.

Service 01

Workload Benchmark Setup

RM 620

One-time engagement

  • One session
  • Benchmark plan
  • Reporting outline
Enquire
Popular

Service 02

Comparative Benchmark Study

RM 1,510

Two-phase engagement

  • Full benchmark execution
  • Written report
  • Results dataset
  • Method notes
Enquire

Service 03

Benchmarking Advisory Retainer

RM 3,020

Three-month engagement

  • Ongoing advisory
  • Living method library
  • Scheduled reviews
  • Review notes
Enquire

Not Sure Which Service Fits?

A brief scoping call is the simplest way to work that out. Describe your workloads and timeline, and we will tell you which engagement makes sense.

Book a Scoping Call