# IT service management for enterprise buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "ITSM platform" and as "IT service desk and ticketing 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-service-management/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/operations/it-service-management/enterprise/index.md

**Standing:** ServiceNow ITSM leads with 65% of first choices; verdict clear leader. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [ServiceNow ITSM](https://www.gane.ai/index/it/vendors/servicenow-itsm/index.md) | 65% | 24% | 76 |
| 2 | [Jira Service Management](https://www.gane.ai/index/it/vendors/jira-service-management/index.md) | 13% | 10% | 61 |
| 3 | [Freshservice](https://www.gane.ai/index/it/vendors/freshservice/index.md) | 9% | 18% | 55 |
| 4 | [HaloITSM](https://www.gane.ai/index/it/vendors/haloitsm/index.md) | 9% | 31% | 13 |
| 7 | [BMC Helix ITSM](https://www.gane.ai/index/it/vendors/bmc-helix-itsm/index.md) | 0% | 21% | 57 |
| 8 | [Ivanti Neurons for ITSM](https://www.gane.ai/index/it/vendors/ivanti-neurons-for-itsm/index.md) | 0% | 12% | 33 |
| 9 | [TeamDynamix](https://www.gane.ai/index/it/vendors/teamdynamix/index.md) | 0% | 8% | 13 |
| 11 | [ManageEngine ServiceDesk Plus](https://www.gane.ai/index/it/vendors/manageengine-servicedesk-plus/index.md) | 0% | 32% | 19 |
| 49 | [Zendesk ITSM](https://www.gane.ai/index/it/vendors/zendesk-itsm/index.md) | 0% | 58% | 12 |

Rank is by share of first choices among all 51 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: ServiceNow ITSM; alternatives BMC Helix ITSM, Cherwell, Ivanti Neurons for ITSM, Jira Service Management
- GPT-5.4 mini: ServiceNow ITSM; alternatives BMC Helix ITSM, Ivanti Neurons for ITSM, Jira Service Management
- Gemini 3.5 Flash: ServiceNow ITSM; alternatives Freshservice, HaloITSM, Ivanti Neurons for ITSM, Jira Service Management
- Perplexity Sonar: ServiceNow ITSM; alternatives BMC Helix ITSM, Ivanti Neurons for ITSM, TeamDynamix, Xurrent
- Grok 4.20: ServiceNow ITSM; alternatives BMC Helix ITSM, Freshservice, InvGate Service Management, Jira Service Management
- Mistral Small: ServiceNow ITSM; alternatives BMC Helix ITSM, InvGate Service Management
- DeepSeek V4 Flash: ServiceNow ITSM; alternatives BMC Helix ITSM, InvGate Service Management, Jira Service Management
- Llama 4 Maverick: ServiceNow ITSM; alternatives SolarWinds Service Desk, TeamDynamix
- Qwen 3.7 Flash: ServiceNow ITSM; alternatives Freshservice, Jira Service Management, ManageEngine ServicePlus
- Kimi K2: ServiceNow ITSM; alternatives BMC Helix ITSM, Freshservice, Jira Service Management
- GLM 4.7 FlashX: ServiceNow ITSM; alternatives BMC Helix ITSM, InvGate Service Management, Jira Service Management
- MiniMax M2.5: no first choice
- GPT-6 Luna: ServiceNow ITSM; alternatives Freshservice, Jira Service Management
- Muse Glimmer 30B: ServiceNow ITSM; alternatives BMC Helix ITSM

## 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:

- blog.invgate.com: 31 answers, 36 citations
- motadata.com: 30 answers, 39 citations
- atomicwork.com: 28 answers, 32 citations
- teamdynamix.com: 28 answers, 30 citations
- ones.com: 26 answers, 51 citations
- freshworks.com: 24 answers, 30 citations
- expertinsights.com: 23 answers, 26 citations
- virima.com: 23 answers, 23 citations

Pages named in the most answers:

- https://teamdynamix.com/blog/best-itsm-tools (28 answers)
- https://expertinsights.com/it-management/the-top-it-service-management-itsm-solutions (21 answers)
- https://virima.com/blog/top-itsm-software-platforms-compared-2026-buyers-guide (21 answers)
- https://atomicwork.com/itsm/best-itsm-tools (20 answers)
- https://blog.invgate.com/best-itsm-tools (19 answers)
- https://motadata.com/blog/best-itsm-tools (19 answers)
- https://console.com/blog/best-itsm-tools (15 answers)
- https://cio.economictimes.indiatimes.com/tools/10-best-it-service-management-software/130383486 (14 answers)
- https://deel.com/blog/best-itsm-tools (14 answers)
- https://viasocket.com/discovery/blog/pqrrwm/9-best-itsm-software-for-enterprises-that-deliver (14 answers)

## Warned against

- ServiceNow ITSM: 18 of 76 labels negative. "What to Avoid for Predictable TCO

ServiceNow - While the market leader for large enterprises, it requires custom quotes and typically incurs 3-5x implementation costs." (GLM 4.7 FlashX, budget prompt)
- Freshservice: 10 of 55 labels negative. "Platforms to Avoid... hits walls on advanced workflows, multi-departmental CMDB depth, and high-volume SLAs" (Grok 4.20, negative prompt)
- BMC Helix ITSM: 12 of 57 labels negative. "Traditional On-Premise Legacy Suites (e.g., Legacy BMC Remedy...) ... massive technical debt, complex code structures, and slow, rigid workflows" (Gemini 3.5 Flash, negative prompt)
- SolarWinds Service Desk: 6 of 8 labels negative. "Generally Avoid for Large Enterprises | SolarWinds Service Desk | Better for mid-market; may lack depth for complex enterprise needs" (MiniMax M2.5, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: ServiceNow ITSM at 62%.

- Jira Service Management: 19% to 12%, −7. Inside the floor by 4 points · rank 2 of 45, unchanged.
- HaloITSM: 5% to 10%, +5. Inside the floor by 6 points · rank 5 → 4 of 45.
- TeamDynamix: 5% to 0%, −5. Inside the floor by 6 points · rank 4 → 9 of 45.
- Freshservice: 7% to 10%, +3. Inside the floor by 8 points · rank 3 of 45, unchanged.
- ManageEngine ServiceDesk Plus: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 13 of 45.
- ServiceNow ITSM: 63% to 62%, −1. Inside the floor by 10 points · rank 1 of 45, unchanged.
- BMC Helix ITSM: 0% to 0%, ±0. Inside the floor by 11 points · rank 7 of 45, unchanged.
- Ivanti Neurons for ITSM: 0% to 0%, ±0. Inside the floor by 11 points · rank 8 of 45, unchanged.
- Zendesk ITSM: 0% to 0%, ±0. Inside the floor by 11 points · rank 35 → 44 of 45.

## Record

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