Run everything from popular models with on-demand NVIDIA L4 GPUs to web apps without infrastructure management.
Run frontend and backend services, batch jobs, host LLMs, and queue processing workloads without the need to manage infrastructure. Cloud Run gives you on-demand GPU access for hosting LLMs and running real-time AI—with 5-second cold starts and automatic scale-to-zero so you only pay for actual usage. New customers get $300 in free credit to start.
Try Cloud Run Free
Cut Cloud Costs with Google Compute Engine
Save up to 91% with Spot VMs and get automatic sustained-use discounts. One free VM per month, plus $300 in credits.
Save on compute costs with Compute Engine. Reduce your batch jobs and workload bill 60-91% with Spot VMs. Compute Engine's committed use offers customers up to 70% savings through sustained use discounts. Plus, you get one free e2-micro VM monthly and $300 credit to start.
...As of March 2015, main development has been switched to the UK Mini-Application Consortium Github page.
Work on PMTM from the unreleased version 2.6.0 can be found here: https://github.com/UK-MAC/PMTM
Work on PMAT version 3 will be commencing shortly here: https://github.com/UK-MAC/PMAT
Tarballs of releases will continue to be available here.
curl-benchmark is an open-source tool written in C-language that generates multiple and simultaneous HTTP/HTTPS requests and returns data for performance analysis.
The IOR software is used for benchmarking parallel file systems using POSIX, MPIIO, or HDF5 interfaces.
NOTE: Future releases are being hosted at https://github.com/chaos/ior
...Another useful extension to JetBench is done by Haitao Mei under the supervision of Prof. Andy Wellings. The author has resolved many issues in the original code. I would suggest all to please have a look at:
https://sourceforge.net/projects/mpbenchmark/
Access Google’s most capable multimodal models. Train, test, and deploy AI with 200+ foundation models on one platform.
Vertex AI gives developers access to Gemini 3—Google’s most advanced reasoning and coding model—plus 200+ foundation models including Claude, Llama, and Gemma. Build generative AI apps with Vertex AI Studio, customize with fine-tuning, and deploy to production with enterprise-grade MLOps. New customers get $300 in free credits.
Open System Testing Architecture - a distributed software testing architecture designed around CORBA. The current toolset has the capability of performing scripted Web (HTTP and HTTPS) heavy load tests with performance measurements from Win32 platforms.
...The name XDD is trademarked and belongs to
I/O Performance, Inc. (http://www.ioperformance.com/)
See the github account of the fine folks at ORNL for a more recent version (https://github.com/ORNL/xdd). It may still not be the most recent version because that is how Tom rolls ;-)
SSLider is a web server benchmarking and testing tool supporting HTTP/HTTPS, cookies, data submission via POST, and scripted site tests suitable for CGI application and servlet testing.
A console-based web scripting tool, (eventually) with Perl scripts for stress/performance testing. West is capable of both HTTP and HTTPS transactions using SSLeay or OpenSSL.