What Clients Say
How Teams Use
Nymbus in Practice
Feedback from engineers, analysts, and technical leads who use Nymbus resources in their planning conversations.
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Organisations Served
4.7
Average Rating (out of 5)
96%
Subscriber Renewal Rate
3 yrs
In Operation
Client Feedback
What People Are Saying
"We spent months pulling together LLM serving figures from vendor documentation before someone on the team found Nymbus. The difference was immediate — not just the data itself, but the notes explaining what each figure actually means for deployment scenarios. We use the library every quarter now."
Razif Hamdan
Infrastructure Lead · Kuala Lumpur
May 2025
"The Comparison Toolkit has become a standard part of our planning workflow. Before we had it, different team members would show up to planning sessions with different sets of figures from different sources. Now we all reference the same data and the same framing. It sounds like a small thing but it genuinely cuts meeting time."
Chong Ting Wei
Senior ML Engineer · Petaling Jaya
May 2025
"We commissioned a Custom Insight Report when our team was preparing a briefing for our board on GPU provisioning options. The discovery call was useful in itself — having to articulate our questions clearly helped us think through what we actually needed to know. The report was well-organised and formatted in a way we could directly reference in our slides."
Nadia Azri
Head of Technology · Shah Alam
April 2025
"I had a specific question about why two entries in the library showed different throughput figures for what looked like the same workload. I emailed Nymbus and got a detailed explanation the next morning. That kind of access to the team behind the data is something I have not found with any other resource."
Krishnan Pillai
Data Platform Analyst · Cyberjaya
May 2025
"Good resource overall. The library covers the main workload categories we needed — inference throughput and batch processing latency. The PDF summaries are well-formatted. Only minor thing is that a couple of edge categories I was looking for are not yet covered, though the team mentioned they are being added in the next refresh cycle."
Tan Li Ying
Systems Architect · Penang
April 2025
"We subscribe to the library as a team using the Comparison Toolkit. The side-by-side pane feature is genuinely useful when we are reviewing a set of hardware options in a planning session — you can keep two configurations visible at once without switching views. The export to PDF means we can include comparison sheets directly in our internal documentation."
Ahmad Yazid
Engineering Manager · Selangor
May 2025
In Depth
How Teams Have Used Nymbus
Case Study — Financial Services Firm, Kuala Lumpur
Preparing a Board Briefing on AI Infrastructure Provisioning
"The report gave us something we could cite without having to caveat every number. That made a real difference when we were standing in front of the board." — Head of Technology
Case Study — Logistics Technology Company, Selangor
Standardising Compute References Across a Ten-Person Engineering Team
"Getting everyone onto the same data source sounds trivial but it was genuinely one of the more impactful changes we made to our planning process this year." — Engineering Manager
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Professional Recognition
PIKOM Associate Member
National ICT industry association in Malaysia.
MDEC Digital Transformation Partner
Listed resource provider under Malaysia's national digital economy programme.
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Subscriber data handling in line with Malaysia's Personal Data Protection Act 2010.
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