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BUYER GUIDE

Cloudability Shift Alternatives: Cloud Migration Cost Planning and TCO Tools Compared

IBM Cloudability Shift models what a data center will cost once it is running in the public cloud, then tracks the migration against that plan. Nine tools do some version of that job. Three of them are free, which is the fact that decides most shortlists.

Last updated September 2026

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The short answer

Cloudability Shift is, as IBM describes it, a cloud financial management solution designed to help you analyze, plan, and track migrations to the public cloud. It was announced in November 2020 alongside Cloudability SaaS and it is still a live product page, though it no longer appears in the main IBM Cloudability navigation, which now lists Cloudability, Savings Automation, and MSP. The strongest alternatives split into three groups. The free first-party tools, AWS Migration Evaluator, Azure Migrate, and Google Cloud Migration Center, discover your servers and produce a costed target-state estimate at no charge, but each one prices only its own cloud. The independent assessment platforms, Tidal Accelerator, Device42, Cloudamize, and Flexera, discover the estate once and price several clouds against each other, which is what you need if the destination is genuinely still open. Cloudability Shift itself is the option that keeps plan and actual in the same tool as the migration runs. None of these three groups replaces ongoing cost management after the workloads land, which is a separate purchase and a separate tool.

Costanalyst is on this list and we want to be exact about what we do and do not do, because buying the wrong shape of tool here is expensive. We are not a pre-migration TCO modeler. We do not discover on-premises servers and we do not produce a business case for a move that has not happened yet. We connect cloud accounts and SaaS subscriptions read-only and manage the bill once it exists. If you are still deciding whether to move, one of the other eight tools is the right purchase and we say so on this page. Product facts here were checked against vendor pages on 1 September 2026.

// CRITERIA

How we compared

Five things that actually separate these tools

Does it discover the estate, or do you feed it a spreadsheet

This is the first question and it separates the category more cleanly than anything else. A tool that installs a collector or reads your hypervisor inventory learns the actual CPU, memory, disk, and network profile of every server, including the ones nobody remembers owning. A tool that takes a spreadsheet learns whatever you already knew, which is usually optimistic. Agentless discovery of the current environment is what makes a target-state estimate defensible in front of a CFO, and it is the reason the free first-party tools are worth running even when you have already chosen a commercial platform. Ask specifically whether discovery is agent-based or agentless, how long the observation window needs to be, and whether it captures peak as well as average utilization. A model built on averages will underprice the instance sizes you actually need.

How many clouds can it price, and does that match how open the decision really is

A free tool from a cloud vendor is excellent at pricing that vendor cloud and structurally incapable of telling you a competitor would be cheaper. That is not a criticism, it is the business model, and it is fine when the destination is already decided by an existing enterprise agreement. It is a real problem when the migration business case is supposed to compare AWS against Azure against Google. If the decision is genuinely open, you need a tool that discovers once and prices several targets from the same inventory, because two separate vendor assessments run on two different discovery windows are not comparable numbers. Be honest with yourself about which situation you are in before you shortlist. Most enterprises have already decided and are looking for a defensible number, not a bake-off.

Does it track actuals against the plan after the migration starts

Most assessment tools produce a report and then their job is finished. The report is a snapshot of a moment, and migrations run for eighteen months. This is the specific gap Cloudability Shift was built to close: it lets you adjust variables as things change and surfaces the cost and schedule impact, so the plan stays a live document rather than a slide from last year. Whatever you buy, ask what happens on day ninety. If the answer is that you re-run the assessment, budget for that. If the answer is that the tool ingests real cloud billing data and compares it to the forecast, you are buying something meaningfully different, and it will be priced accordingly.

What does the model do about the costs that are not compute

The published comparisons almost always model virtual machines and stop there. The bill that arrives afterwards includes egress, storage tiers you did not plan for, load balancers, managed database premiums, support plan percentages, and licensing that changes when it moves. Gartner is widely cited for the finding that most cloud migrations run over their original budget, and the overrun is rarely in the compute line that everyone modeled carefully. Ask any vendor to show you where support plan cost and data transfer appear in the output. If they do not appear, the estimate is a compute estimate wearing a TCO label, and you should add your own contingency on top of it rather than trusting the total.

What is the exit, and what do you own when the engagement ends

Several tools in this category are sold attached to a services engagement, and the assessment is the front half of a migration contract. That can be an efficient way to buy, but check what you keep. You want the discovered inventory and the dependency map to be exportable in a format you can use with a different partner, because the inventory is the durable asset and the report is not. Ask whether the license is perpetual or term, what happens to the data when it lapses, and whether the per-server pricing you were quoted covers the servers you decommission during the project or only the ones that survive it.

// COMPARISON

At a glance

9 migration cost planning tools compared

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Tool Best for How it discovers the estate Target clouds it prices Pricing
IBM Cloudability Shift Teams that want plan and actual in one tool for the whole migration Imported estate and commitment data Multi-cloud Not published, free trial offered
AWS Migration Evaluator Building an AWS business case at no cost Agentless collector, observation window AWS only Free
Azure Migrate Estates already committed to Microsoft Appliance-based discovery and dependency mapping Azure only Free with an Azure subscription
Google Cloud Migration Center Pricing a Google Cloud target state Discovery client, imported inventory, or manual Google Cloud only Free
Tidal Accelerator Application-centric migration planning at enterprise scale Discovery plus application-level assessment Multi-cloud Quote from sales
Device42 Estates where nobody trusts the existing CMDB Agentless continuous discovery and dependency mapping Multi-cloud Quote from sales
Cloudamize Side-by-side TCO across AWS, Azure, and Google Cloud Automated discovery with performance analytics AWS, Azure, Google Cloud Not published by the vendor
Flexera One Migration planning inside an existing ITAM and license estate Inventory agents plus existing ITAM data Multi-cloud Quote from sales
Costanalyst Managing the bill after the workloads have landed Read-only cloud and SaaS billing connection AWS, Azure, Google Cloud, SaaS From $99 per month, published

Product facts checked July 2026. Vendors change pricing and packaging often, so confirm before you buy.

// DETAIL

Tool by tool

What each tool is genuinely best at

01

IBM Cloudability Shift

Best for: Teams that want plan and actual in one tool for the whole migration

The incumbent, and the reason you are reading this page. IBM describes it as a cloud financial management solution designed to help you analyze, plan, and track migrations to the public cloud. In practice that means modeling and comparing migration scenarios across providers, balancing existing on-premises commitments against forecast cloud cost, and then tracking planned cost against actual spend as workloads move, with the ability to re-plan when things change and see the cost and schedule impact immediately. Apptio launched it in November 2020 together with Cloudability SaaS, before the IBM acquisition completed in August 2023. Two things are worth knowing before you renew. It no longer appears in the main IBM Cloudability product navigation, which currently lists Cloudability, Cloudability Savings Automation, and Cloudability MSP, although the Shift product page itself is still live. And like the rest of the Cloudability line it carries no published price, only a free trial call to action. Its genuine advantage over everything else here is the tracking half: most alternatives stop at the estimate.

02

AWS Migration Evaluator

Best for: Building an AWS business case at no cost

Formerly TSO Logic, which AWS acquired and folded in. It installs a collector, watches the estate for a period, and produces a directional business case comparing what you run now against a right-sized AWS target state, including a view that accounts for bringing your own Windows licensing. AWS provides the tooling, the resulting reports, and solution architect time at no charge, and you pay only when you provision actual AWS resources. That combination makes it the highest-value first move in this whole category: even if you are certain you will buy a commercial platform, running Migration Evaluator first costs nothing and gives you a second opinion on the inventory. The obvious limit is that it prices AWS and will never tell you Azure would have been cheaper. Treat the output as an AWS quote, not as a neutral comparison, and be aware that the recommendation leans toward AWS-native destinations.

03

Azure Migrate

Best for: Estates already committed to Microsoft

Microsoft first-party discovery, assessment, and dependency analysis, delivered through an appliance you run in the existing environment. Core discovery and assessment come with an Azure subscription at no additional charge, so like Migration Evaluator it is free to find out what it thinks. It is strongest for organizations that already hold an Enterprise Agreement, because the assessment can reflect Azure Hybrid Benefit and existing license entitlements, and those are frequently the largest single swing factor in a Windows-heavy business case. Its weakness is the same as its strength. It answers what this estate costs on Azure, and it is not designed to help you decide between clouds. If your enterprise agreement has effectively made that decision already, this is the correct free tool and there is little reason to pay for a second opinion that reaches the same destination.

04

Google Cloud Migration Center

Best for: Pricing a Google Cloud target state

Google unified migration hub, which absorbed the StratoZone assessment product. It handles asset discovery of the current environment and cloud spend estimation for a Google Cloud target, and it accepts inventory several ways, including a discovery client, an imported file from another assessment, and manual entry. That import path is more useful than it sounds. If you have already run a discovery with someone else, you can often reuse that inventory here to get a Google-priced comparison without repeating the collection phase, which is the slow part of any assessment. Same structural caveat as the other two first-party tools: it prices Google Cloud. Run all three free tools if the decision is open and you have the time, because three vendor-priced estimates from three collectors is still cheaper than one commercial license and it will show you how wide the range genuinely is.

05

Tidal Accelerator

Best for: Application-centric migration planning at enterprise scale

Tidal describes Accelerator as collaborative, application-centric software to discover, assess, plan, and manage migrations, built specifically for enterprises making high-impact decisions quickly. The application-centric framing is the real differentiator and it matters more than it first appears. Most tools in this category produce a server list, and a server list does not map to how the business thinks or how migration waves are actually scheduled. Tidal organizes the work around applications and their dependencies, which is the unit that owns a budget and a maintenance window. Pricing is not published; the vendor directs enterprise buyers in the roughly 200 to 25,000-plus application range to contact sales. Consider it when the problem is coordinating hundreds of applications and many teams rather than producing a single TCO number, and when the planning and sequencing work is the expensive part of the project.

06

Device42

Best for: Estates where nobody trusts the existing CMDB

Device42 is a discovery and dependency mapping platform for hybrid IT rather than a migration product with a discovery feature bolted on, and the difference shows in messy environments. It continuously discovers and maps infrastructure and applications across data centers and cloud, agentlessly, and produces the affinity groupings that tell you which servers have to move in the same wave because they talk to each other constantly. If your organization has an out-of-date CMDB and an inventory argument that has been running for a year, this is often the tool that ends the argument. It is the right choice when the core problem is that you do not reliably know what you have. It is over-specified if you already have a clean, trusted inventory and only need a price on it, in which case a free first-party assessment will get you there faster and cheaper.

07

Cloudamize

Best for: Side-by-side TCO across AWS, Azure, and Google Cloud

Cloudamize automates discovery of applications and infrastructure, analyzes performance and dependencies, and calculates detailed TCO for moving to several public clouds, which makes it one of the more direct answers to the specific question Cloudability Shift is usually bought for. It came to Cloudreach through a 2017 merger and has moved with that business since. Its comparative TCO output across all three major clouds from a single discovery pass is the thing to evaluate it on, because that is exactly what the free first-party tools structurally cannot produce. On pricing, be careful what you read. Review aggregators publish a per-server figure, but the vendor does not publish a rate card, so treat any number you find on a comparison site as unverified and get a written quote. Also confirm current ownership and support arrangements directly, since this product has changed corporate home more than once.

08

Flexera One

Best for: Migration planning inside an existing ITAM and license estate

Flexera arrives at migration planning from software asset management rather than from cloud billing, and that origin is the whole argument for it. Its cloud migration and modernization capability sits alongside the license and inventory data Flexera already holds, so the assessment can reason about what a move does to your licensing position, not only to your compute bill. For a Windows, SQL Server, and Oracle estate, licensing is frequently the largest and most poorly modeled line in the business case, and the tool that already knows your entitlements has a genuine advantage. Flexera has also been assembling cloud cost capability aggressively, completing the acquisition of Spot from NetApp in March 2025 and announcing ProsperOps and Chaos Genius in January 2026. Pricing is not published. It is the natural choice if you already run Flexera for ITAM and the wrong shape of purchase if you do not, because you would be buying a large platform to use a small part of it.

09

Costanalyst

Best for: Managing the bill after the workloads have landed

We are the odd entry on this list and it would be dishonest to pretend otherwise. Costanalyst does not discover on-premises servers and does not build a pre-migration business case, so if you are choosing between staying and moving, buy one of the eight tools above instead. What we do is the phase that starts on the day the first workload is live and never ends: connect cloud accounts and SaaS subscriptions read-only, attribute every dollar to a team, product, or environment, flag anomalies before the invoice closes, and show the SaaS subscriptions that a migration tool never looks at even though they are often a larger line than the infrastructure. The reason we are on this page at all is a pattern worth naming. Migration plans are usually built, defended, and then abandoned once the move completes, because the assessment tool was scoped to the project and gets switched off with it. The forecast then has nothing checking it. Whether you use us or anyone else, decide before the project ends who owns the actual bill afterwards.

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// DECISION

How to choose

Pick by the problem you actually have

The destination is already decided by an enterprise agreement

Use the free first-party tool for that cloud and stop. Azure Migrate if the answer is Microsoft, AWS Migration Evaluator if it is Amazon, Google Cloud Migration Center if it is Google. You are not running a bake-off, you are producing a defensible number for a decision that has effectively been made, and a paid multi-cloud comparison will spend budget proving something nobody intends to act on. Put the money you save into the dependency mapping work instead, because that is what actually determines whether the waves land on schedule.

The cloud choice is genuinely open and the comparison has to be neutral

Discover once and price several targets from the same inventory. Cloudamize is built for exactly this, and Tidal and Device42 both support multi-target planning from a single discovery pass. The mistake to avoid is running two separate vendor assessments in different months and putting the totals on the same slide. Different collectors, different observation windows, and different rightsizing assumptions produce numbers that are not comparable, and the gap between them will be larger than the real difference between the clouds.

Nobody can agree on what is actually running

Start with Device42. When the inventory itself is contested, a TCO model is premature, because every number in it inherits the uncertainty in the server list. Agentless continuous discovery and dependency mapping settles what exists and what talks to what, and the affinity groups it produces become the migration waves. Expect this phase to take longer than the estimate that follows it, and resist the pressure to skip it. Almost every migration that goes badly over budget was scoped from an inventory somebody assumed was right.

The estate is Windows, SQL Server, or Oracle heavy

Look hard at Flexera, and if you already own it for ITAM the decision is close to made. Licensing usually swings a Windows business case further than compute sizing does, and the tools that model only infrastructure will quietly miss it. If you do not own Flexera, at minimum make sure whatever you do buy can express Azure Hybrid Benefit or bring-your-own-license scenarios, and get your licensing specialist into the room before the business case is signed rather than after.

The project is hundreds of applications and many teams

Tidal Accelerator is designed around this problem. At that scale the expensive, slow part is not calculating a target-state price, it is sequencing waves, tracking readiness per application, and keeping dozens of owners coordinated for a year and a half. A tool that models cost beautifully but has no view of application readiness will be replaced by a spreadsheet within a quarter, and then you are managing the migration in the spreadsheet and paying for the tool.

You already have Cloudability and the migration is underway

Keeping Cloudability Shift is a reasonable decision and worth defending on the tracking capability rather than on the estimate. The plan-versus-actual loop, with re-planning as scope changes, is the part most alternatives do not have, and rebuying it mid-project is disruptive. Do ask IBM directly about roadmap and packaging, given that Shift no longer appears in the main Cloudability navigation, and get the answer in writing before you commit to a multi-year term.

The migration is finished and the bill is now the problem

Stop buying assessment tools. The job has changed from forecasting a bill to controlling one, and those need different products. What you need now is continuous allocation so every dollar has an owner, anomaly detection that catches a runaway resource before the invoice closes, and coverage of SaaS subscriptions alongside infrastructure. That is the work Costanalyst does from $99 a month, and it is also what Vantage, Finout, and several tools in our broader cloud cost management comparison do. The important thing is that somebody owns it, because the migration business case stops being checked the moment the project team disbands.

// FAQ

Questions buyers ask

Migration cost planning tools, answered

What is Cloudability Shift?

Cloudability Shift is a cloud financial management solution from IBM, described by the vendor as designed to help you analyze, plan, and track migrations to the public cloud. It models and compares migration scenarios across providers, balances existing on-premises commitments against forecast cloud costs, and tracks planned spend against actual spend as workloads move. Apptio announced it in November 2020, alongside Cloudability SaaS.

Is Cloudability Shift still available?

Yes. The Cloudability Shift product page is still live and still offers a free trial as of September 2026. It is worth noting that Shift no longer appears in the main IBM Cloudability product navigation, which currently lists Cloudability, Cloudability Savings Automation, and Cloudability MSP. If you are signing a multi-year term, ask IBM directly for a roadmap statement in writing.

How much does Cloudability Shift cost?

IBM does not publish a price for Cloudability Shift. The product page offers a free trial and directs buyers to sales, which is consistent with the rest of the Cloudability line. Published prices do exist for the core Cloudability platform on the AWS Marketplace, but those listings cover Cloudability itself rather than Shift, so do not assume the same rate applies.

What is the best free alternative to Cloudability Shift?

AWS Migration Evaluator, Azure Migrate, and Google Cloud Migration Center are all free, and each will discover your estate and produce a costed target-state estimate for its own cloud. If your destination is already decided, the matching first-party tool is the best free alternative and there is little reason to pay. If the destination is open, run more than one, because no free tool from a cloud vendor will tell you a competitor is cheaper.

Can I compare AWS, Azure, and Google Cloud costs from one assessment?

Yes, but not with a free first-party tool. Cloudamize calculates detailed TCO across AWS, Azure, and Google Cloud from a single discovery pass, and Tidal and Device42 support multi-target planning from one inventory. The reason this matters is comparability: two separate vendor assessments run in different months with different collectors and different rightsizing assumptions produce totals you cannot honestly put side by side.

How accurate are cloud migration cost estimates?

Less accurate than the totals suggest, and the error is systematic rather than random. Most models price virtual machines carefully and treat egress, storage tiers, load balancers, managed database premiums, support plan percentages, and licensing changes as details. Gartner is widely cited for the finding that most cloud migrations exceed their original budget. Ask any vendor to point at where support plan cost and data transfer appear in the output before you trust the bottom line.

What is the difference between Cloudability and Cloudability Shift?

Cloudability manages the cost of cloud you are already running: billing data, allocation, rightsizing, and commitment recommendations. Shift is about the cloud you have not moved to yet: modeling a target state from your current estate, comparing scenarios, and tracking the migration against that plan. They cover consecutive phases, which is why organizations frequently buy one and later need the other.

Do I need a migration cost tool if I have already migrated?

No, and continuing to pay for one is a common waste. Once workloads are running, the job changes from forecasting a bill to controlling one, which needs allocation, anomaly detection, and commitment management rather than discovery and TCO modeling. Migration assessment licenses often survive a year past the point of usefulness because nobody owns the cancellation.

Can cloud migration costs be capitalized?

Sometimes, and the answer is specific to your accounting policy and jurisdiction, so treat this as a question for your controller rather than for a vendor. In broad terms US GAAP treatment tends to distinguish implementation costs of a hosting arrangement that is a service contract from ongoing subscription fees, with different treatment for each. Get the position agreed in writing before the business case is built on it, because a late reclassification can change how the project looks.

Which migration tool tracks actual spend against the plan?

Cloudability Shift is the clearest example and it is the main reason to keep it, since it is built to track planned cost against actual and to re-plan as variables change. Most assessment platforms produce a report and finish there. If you buy one of those, decide in advance which tool will hold the plan-versus-actual comparison after the assessment ends, because otherwise the forecast simply stops being checked at the moment it starts to matter.

Should I use a migration assessment tool or a consultancy?

They solve different halves and the honest answer is usually both, in sequence. A tool produces repeatable, defensible discovery and a model you own afterwards. A consultancy brings judgment about sequencing, refactoring, and the organizational work that no tool models. If you buy an engagement, make sure the discovered inventory and dependency map are exportable and yours to keep, because the inventory is the durable asset and the report is not.

What replaces Cloudability SaaS?

Cloudability SaaS, the SaaS spend module Apptio launched in November 2020 at the same time as Shift, no longer has its own product page: that URL now redirects to the main Cloudability page. If you were using it to manage software subscriptions, that job now belongs to a dedicated SaaS spend platform. We compare the current options, including where each is stronger than us, in our SaaS spend management buyer guide.

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