On the ReadWriteCloud channel at ReadWriteWeb, they reviewed several very helpful tools for comparing cloud providers.
Here are a few we like too..
>> CloudFail
>> A blog that tracks the RSS feeds of major cloud providers in order to monitor service updates and outages. But a number of other services exist that can help customers assess the dependability of cloud providers.
>> CloudSleuth
>> A cloud performance visualization tool initially created as an internal resource to help us gauge the reliability and consistency of the most popular public IaaS and PaaS providers. CloudSleuth uses the Gomez Performance Network to measure the performance of an identical sample application running on popular cloud service providers, assessing two basic user experience metrics - response time and availability. The tests are currently run from locations in all 50 states and from 75 international locations, and there are plans to add the ability to benchmark a user's own application.
>> CloudHarmony
>> While much of CloudHarmony still in beta, it looks to become an important resource for evaluating performance. Currently, you can use its Cloud SpeedTest to test upload and download speeds, page loads and latency on several major services. The CloudHarmony blog also contains a number of analyses of various services, including encoding, CPU performance, and memory I/O.
>> Cloud CMP
>> Developed by Duke University and Microsoft Research, Cloud CMP "pits cloud against cloud," assessing computation, storage, and network services offered by different cloud providers, then estimate performance and cost of an application if it's deployed on a particular cloud provider.

