IBM Apptio
IBM Apptio is an IT financial management and chargeback management product
Leads at enterprise. Ranked 192 of 192 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
QuickBooks Online is first at 13%.
Ranked first, contested: Nicus ITFM Platform has 8%. 6 of 14 models made it the first choice when asked directly.
Ranked first. Next is IBM Apptio Cloudability at 15%.
Why models recommend it
“1. IBM Apptio - a comprehensive suite of IT Financial Management (ITFM) solutions designed to help organizations modernize how they plan, understand, and optimize IT spend.”Llama 4 Maverick · Direct question · first choice
“1) IBM Apptio (ApptioOne, Apptio Cloudability) - Key strengths: IT Financial Management (ITFM): budgeting, forecasting, TCO, consumption-based chargeback/showback.”GLM 4.7 FlashX · Paraphrase question · first choice
“Long regarded as the industry standard for Technology Business Management (TBM)... Deepest functionality and broad industry benchmarking capabilities.”Gemini 3.5 Flash · Comparative question · first choice
“The category creator and leader in Technology Business Management (TBM)... Named a Leader in Forrester Wave™ for IT Financial Management Software”Kimi K2 · Comparative question · first choice
What gives them pause
“it is advisable to steer clear of IBM Apptio, Nicus, Flexera One, ServiceNow ITFM, VMware Tanzu CloudHealth, and NetSuite”Mistral Small · Negative question · warning
“criticized for having a high negative share and being labeled as a "criticized challenger"”Llama 4 Maverick · Negative question · warning
“What to Avoid on a Limited Budget - IBM Apptio — starts around $200K–$600K per year”DeepSeek V4 Flash · Budget-constrained question · warning
“*Verdict:* Avoid unless you have a dedicated, large team to manage the system.”GLM 4.7 FlashX · Negative question · warning
Also on the shortlist
The products named in the same answers as IBM Apptio, over the 110 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 65 | 5 | Compare → | |
| 61 | 1 | Compare → | |
| 58 | 0 | View → | |
| 36 | 1 | Compare → | |
| 29 | 0 | View → | |
| 28 | 1 | View → | |
| 26 | 3 | Compare → | |
| 21 | 0 | View → | |
| 15 | 0 | View → | |
| 14 | 0 | View → |
What the models named instead of IBM Apptio →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 109 of the 110 answers that named IBM Apptio and are not a share of its labels.
Domains cited
No domain is on file for IBM Apptio, so its own site is not marked. Twenty-six were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 3 | 0 | 0 | 2 | 5 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 2 | 3 |
| Perplexity Sonar | 1 | 0 | 0 | 2 | 3 |
| Grok 4.20 | 3 | 0 | 0 | 2 | 5 |
| Mistral Small | 1 | 0 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 2 | 3 |
| Llama 4 Maverick | 1 | 0 | 1 | 1 | 3 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 2 | 1 | 0 | 3 | 6 |
| GLM 4.7 FlashX | 3 | 0 | 1 | 1 | 5 |
| MiniMax M2.5 | 2 | 0 | 0 | 0 | 2 |
| GPT-6 Luna | 1 | 0 | 0 | 1 | 2 |
| Muse Glimmer 30B | 1 | 0 | 0 | 2 | 3 |