# IT asset management for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "IT asset management platform" and as "hardware and software asset inventory tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/it/operations/it-asset-management/2026-11/enterprise

**Standing:** ServiceNow IT Asset Management leads with 63% of first choices; verdict clear leader. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [ServiceNow IT Asset Management](https://www.gane.ai/index/it/vendors/servicenow-it-asset-management/index.md) | 63% | 19% | 73 |
| 2 | [Flexera One IT Asset Management](https://www.gane.ai/index/it/vendors/flexera-one-it-asset-management/index.md) | 8% | 13% | 63 |
| 5 | [Lansweeper](https://www.gane.ai/index/it/vendors/lansweeper/index.md) | 2% | 12% | 43 |
| 6 | [ManageEngine AssetExplorer](https://www.gane.ai/index/it/vendors/manageengine-assetexplorer/index.md) | 2% | 13% | 30 |
| 7 | [InvGate Asset Management](https://www.gane.ai/index/it/vendors/invgate-asset-management/index.md) | 2% | 0% | 12 |
| 8 | [Freshservice](https://www.gane.ai/index/it/vendors/freshservice/index.md) | 2% | 28% | 25 |
| 16 | [Ivanti Neurons for ITAM](https://www.gane.ai/index/it/vendors/ivanti-neurons-for-itam/index.md) | 0% | 14% | 37 |
| 17 | [Device42](https://www.gane.ai/index/it/vendors/device42/index.md) | 0% | 5% | 19 |
| 18 | [Snow Software](https://www.gane.ai/index/it/vendors/snow-software/index.md) | 0% | 12% | 16 |
| 19 | [IBM Maximo](https://www.gane.ai/index/it/vendors/ibm-maximo/index.md) | 0% | 21% | 14 |
| 63 | [Asset Panda](https://www.gane.ai/index/it/vendors/asset-panda/index.md) | 0% | 42% | 12 |
| 117 | [Snipe-IT](https://www.gane.ai/index/it/vendors/snipe-it/index.md) | 0% | 87% | 15 |

Rank is by share of first choices among all 117 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: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Ivanti Neurons for ITAM
- Gemini 3.5 Flash: Flexera One IT Asset Management, ServiceNow IT Asset Management; alternatives Device42, Freshservice, Ivanti Neurons for ITAM
- Perplexity Sonar: ServiceNow IT Asset Management; alternatives Device42, Flexera One IT Asset Management, Freshservice, Lansweeper
- Grok 4.20: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Freshservice, IBM Maximo or Asset Management Solutions, Ivanti Neurons for ITAM
- Mistral Small: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Freshservice, InvGate Asset Management
- DeepSeek V4 Flash: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Ivanti Neurons for ITAM
- Llama 4 Maverick: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, IBM Maximo, InvGate Asset Management
- Qwen 3.7 Flash: ServiceNow IT Asset Management; alternatives Freshservice, IBM Engineering Lifecycle Optimization / IBM Maximo, ManageEngine AssetExplorer, Snow Software
- Kimi K2: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Ivanti Neurons for ITAM
- GLM 4.7 FlashX: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Freshservice, Lansweeper, ManageEngine AssetExplorer
- MiniMax M2.5: Flexera One IT Asset Management, ServiceNow IT Asset Management; alternatives Freshservice, Lansweeper, ManageEngine AssetExplorer
- GPT-6 Luna: ServiceNow IT Asset Management; alternatives Flexera One IT Asset Management, Ivanti Neurons for ITAM, Jira Service Management Assets
- Muse Glimmer 30B: Flexera One IT Asset Management, ServiceNow IT Asset Management; alternatives Ivanti Neurons for ITAM

## Sources the answers cite

72 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- designrush.com: 25 answers, 25 citations
- servicenow.com: 20 answers, 37 citations
- g2.com: 20 answers, 31 citations
- cloudaware.com: 19 answers, 25 citations
- resources.rework.com: 19 answers, 19 citations
- ninjaone.com: 18 answers, 20 citations
- flexera.com: 17 answers, 28 citations
- goworkwize.com: 15 answers, 18 citations

Pages named in the most answers:

- https://designrush.com/agency/it-services/trends/it-asset-management-software (25 answers)
- https://resources.rework.com/tools/it-management/best-it-asset-management-software-2026 (19 answers)
- https://techradar.com/best/best-asset-management-software (14 answers)
- https://bestdevops.com/top-10-it-asset-management-itam-tools-features-pros-cons-comparison (12 answers)
- https://cloudaware.com/blog/asset-management-tools (11 answers)
- https://gocodes.com/fixed-asset-management/best-it-asset-management-softwares (11 answers)
- https://goworkwize.com/blog/best-it-asset-management-software-enterprise (11 answers)
- https://verifiedmarketresearch.com/blog/best-it-asset-management-software (11 answers)
- https://aimultiple.com/itam-pricing (10 answers)
- https://ninjaone.com/blog/best-it-asset-management-software (10 answers)

## Warned against

- Snipe-IT: 13 of 15 labels negative. "Platforms to Approach with Caution or Avoid for Large Enterprises ... Smaller or SMB-Focused SaaS Tools (e.g., Snipe-IT open-source/free versions" (Grok 4.20, negative prompt)
- ServiceNow IT Asset Management: 14 of 73 labels negative. "user feedback on ServiceNow ITAM and Flexera One frequently notes implementation complexity, steep learning curves, and integration/reporting challenges at scale" (GPT-5.4 mini, negative prompt)
- Flexera One IT Asset Management: 8 of 63 labels negative. "user feedback on ServiceNow ITAM and Flexera One frequently notes implementation complexity, steep learning curves, and integration/reporting challenges at scale" (GPT-5.4 mini, negative prompt)
- Freshservice: 7 of 25 labels negative. "Reasons to avoid - Limited integrations - Scalability concerns - Higher-tier plans needed" (Muse Glimmer 30B, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: ServiceNow IT Asset Management at 63%.

- ServiceNow IT Asset Management: 56% to 63%, +7. Inside the floor by 4 points · rank 1 of 117, unchanged.
- Lansweeper: 9% to 2%, −7. Inside the floor by 4 points · rank 3 → 5 of 117.
- InvGate Asset Management: 9% to 2%, −7. Inside the floor by 4 points · rank 4 → 7 of 117.
- Flexera One IT Asset Management: 11% to 8%, −3. Inside the floor by 8 points · rank 2 of 117, unchanged.
- Freshservice: 0% to 2%, +2. Inside the floor by 9 points · rank 26 → 8 of 117.
- Device42: 2% to 0%, −2. Inside the floor by 9 points · rank 5 → 17 of 117.
- Snipe-IT: 2% to 0%, −2. Inside the floor by 9 points · rank 12 → 117 of 117.
- ManageEngine AssetExplorer: 2% to 2%, ±0. Inside the floor by 11 points · rank 6 of 117, unchanged.
- Ivanti Neurons for ITAM: 0% to 0%, ±0. Inside the floor by 11 points · rank 13 → 16 of 117.
- Snow Software: 0% to 0%, ±0. Inside the floor by 11 points · rank 14 → 18 of 117.
- IBM Maximo: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 19 of 117.
- BMC Helix ITAM: 0% to 0%, ±0. Inside the floor by 11 points · rank 15 → 20 of 117.

## Record

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