# IT asset management: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "IT asset management platform" and as "hardware and software asset inventory tool", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/operations/it-asset-management/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/operations/it-asset-management/index.md

**Standing:** Snipe-IT leads with 24% of first choices; verdict contested. 45 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Snipe-IT](https://www.gane.ai/index/it/vendors/snipe-it/index.md) | 24% | 17% | 42 |
| 2 | [ManageEngine AssetExplorer](https://www.gane.ai/index/it/vendors/manageengine-assetexplorer/index.md) | 20% | 14% | 44 |
| 3 | [Freshservice](https://www.gane.ai/index/it/vendors/freshservice/index.md) | 18% | 6% | 33 |
| 4 | [Lansweeper](https://www.gane.ai/index/it/vendors/lansweeper/index.md) | 16% | 11% | 38 |
| 5 | [InvGate Asset Management](https://www.gane.ai/index/it/vendors/invgate-asset-management/index.md) | 7% | 0% | 17 |
| 8 | [GLPI](https://www.gane.ai/index/it/vendors/glpi/index.md) | 2% | 10% | 10 |
| 10 | [Asset Panda](https://www.gane.ai/index/it/vendors/asset-panda/index.md) | 0% | 14% | 21 |
| 11 | [Ivanti Neurons for ITAM](https://www.gane.ai/index/it/vendors/ivanti-neurons-for-itam/index.md) | 0% | 14% | 21 |
| 12 | [Device42](https://www.gane.ai/index/it/vendors/device42/index.md) | 0% | 7% | 15 |
| 13 | [Flexera One IT Asset Management](https://www.gane.ai/index/it/vendors/flexera-one-it-asset-management/index.md) | 0% | 26% | 19 |
| 23 | [ServiceNow IT Asset Management](https://www.gane.ai/index/it/vendors/servicenow-it-asset-management/index.md) | 0% | 44% | 36 |

Rank is by share of first choices among all 61 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Freshservice, Lansweeper; alternatives Ivanti Neurons for ITAM
- Gemini 3.5 Flash: Setyl; alternatives BlueTally, Freshservice, Lansweeper, Torii
- Perplexity Sonar: Freshservice; alternatives InvGate Asset Management, ManageEngine AssetExplorer, Virima
- Grok 4.20: Freshservice, ManageEngine AssetExplorer; alternatives InvGate Asset Management
- Mistral Small: Freshservice; alternatives ManageEngine AssetExplorer
- DeepSeek V4 Flash: InvGate Asset Management; alternatives Freshservice, Lansweeper, ManageEngine AssetExplorer
- Llama 4 Maverick: ManageEngine AssetExplorer; alternatives AMG, Freshservice, Ivanti Neurons for ITAM, Lansweeper
- Qwen 3.7 Flash: Lansweeper; alternatives Freshservice, ManageEngine AssetExplorer
- Kimi K2: Freshservice; alternatives Asset Panda, HaloITSM, ManageEngine AssetExplorer, ServiceDesk Plus
- GLM 4.7 FlashX: Freshservice, ManageEngine AssetExplorer; alternatives Asset Panda, InvGate Asset Management, Oomnitza, ServiceNow IT Asset Management
- MiniMax M2.5: Freshservice, ManageEngine AssetExplorer; alternatives Virima

## Sources the answers cite

63 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- virima.com: 41 answers, 50 citations
- blog.invgate.com: 36 answers, 55 citations
- cloudaware.com: 31 answers, 41 citations
- assetmanagement.global: 28 answers, 31 citations
- setyl.com: 23 answers, 24 citations
- assetpanda.com: 21 answers, 21 citations
- reddit.com: 18 answers, 38 citations
- forbes.com: 16 answers, 17 citations

Pages named in the most answers:

- https://virima.com/blog/top-asset-management-tools-you-need-to-know-about (31 answers)
- https://blog.invgate.com/it-asset-management-software (29 answers)
- https://cloudaware.com/blog/asset-management-tools (23 answers)
- https://assetmanagement.global/blog/it-asset-management/best-it-asset-management-software (21 answers)
- https://assetpanda.com/resource-center/compare/best-it-asset-management-software-top-itam-platforms-compared (20 answers)
- https://setyl.com/blog/best-it-asset-management-software-for-midsize-companies (18 answers)
- https://forbes.com/advisor/business/software/best-it-asset-management-software (15 answers)
- https://rippling.com/blog/best-it-asset-management-small-business (11 answers)
- https://techradar.com/best/best-asset-management-software (10 answers)
- https://expertinsights.com/it-management/the-top-it-asset-management-itam-solutions (9 answers)

## Warned against

- ServiceNow IT Asset Management: 16 of 36 labels negative. "platforms to approach with caution... Extremely complex setup requiring significant professional services" (Kimi K2, negative prompt)
- ManageEngine AssetExplorer: 6 of 44 labels negative. "Avoid if: You need robust automated discovery or non-ManageEngine integrations." (Grok 4.20, negative prompt)
- Flexera One IT Asset Management: 5 of 19 labels negative. "Incomplete API documentation, large-scale deployment issues often unresolved, requires more technical expertise than marketed" (Kimi K2, negative prompt)
- Snipe-IT: 7 of 42 labels negative. "Some users in the sysadmin community have expressed dissatisfaction with Snipe-IT and recommend avoiding it" (Mistral Small, negative prompt)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/it.