# AIOps platforms for small business buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "AIOps platform" and as "IT event correlation and noise reduction tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Added to the October 2026 Edition on October 4, 2026. Page: https://www.gane.ai/index/it/operations/aiops-platforms/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/aiops-platforms/smb/index.md

**Standing:** Atera leads with 19% of first choices; verdict contested. 59 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Atera](https://www.gane.ai/index/it/vendors/atera/index.md) | 19% | 0% | 34 |
| 2 | [New Relic Applied Intelligence](https://www.gane.ai/index/it/vendors/new-relic-applied-intelligence/index.md) | 12% | 19% | 32 |
| 3 | [PagerDuty AIOps](https://www.gane.ai/index/it/vendors/pagerduty-aiops/index.md) | 10% | 12% | 34 |
| 4 | [Datadog](https://www.gane.ai/index/it/vendors/datadog/index.md) | 10% | 38% | 39 |
| 5 | [Site24x7](https://www.gane.ai/index/it/vendors/site24x7/index.md) | 7% | 0% | 19 |
| 6 | [Grafana Cloud](https://www.gane.ai/index/it/vendors/grafana-cloud/index.md) | 7% | 0% | 13 |
| 7 | [OpenObserve](https://www.gane.ai/index/it/vendors/openobserve/index.md) | 5% | 0% | 14 |
| 11 | [BigPanda](https://www.gane.ai/index/it/vendors/bigpanda/index.md) | 3% | 55% | 22 |
| 12 | [Dynatrace](https://www.gane.ai/index/it/vendors/dynatrace/index.md) | 3% | 72% | 43 |
| 13 | [Coralogix](https://www.gane.ai/index/it/vendors/coralogix/index.md) | 2% | 0% | 13 |
| 16 | [Elastic Observability](https://www.gane.ai/index/it/vendors/elastic-observability/index.md) | 2% | 18% | 11 |
| 88 | [Moogsoft](https://www.gane.ai/index/it/vendors/moogsoft/index.md) | 0% | 61% | 18 |

Rank is by share of first choices among all 92 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: Atera; alternatives Datadog AIOps, Moogsoft, Site24x7
- GPT-5.4 mini: PagerDuty AIOps; alternatives Dynatrace, New Relic AIOps, Splunk ITSI
- Gemini 3.5 Flash: Datadog; alternatives Freshservice, New Relic Applied Intelligence, PagerDuty AIOps, Sherlocks.ai
- Perplexity Sonar: Site24x7; alternatives Datadog, OpenObserve
- Grok 4.20: Atera; alternatives Coralogix, Datadog, LogicMonitor, Site24x7
- Mistral Small: Dynatrace, OpenObserve; alternatives ServiceNow ITOM
- DeepSeek V4 Flash: Atera; alternatives Coralogix, New Relic Applied Intelligence, PagerDuty AIOps
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: OpenObserve; alternatives Atera, BigPanda, Coralogix
- Kimi K2: Atera, Datadog; alternatives BigPanda, New Relic Applied Intelligence
- GLM 4.7 FlashX: Atera, New Relic Applied Intelligence; alternatives Coralogix, PagerDuty AIOps, Site24x7
- MiniMax M2.5: Atera
- GPT-6 Luna: New Relic Applied Intelligence; alternatives Datadog
- Muse Glimmer 30B: Atera; alternatives Better Stack, BigPanda, Motadata ObserveOps

## Sources the answers cite

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

- g2.com: 52 answers, 78 citations
- motadata.com: 51 answers, 56 citations
- openobserve.ai: 31 answers, 33 citations
- newrelic.com: 27 answers, 35 citations
- coralogix.com: 27 answers, 28 citations
- learn.g2.com: 26 answers, 36 citations
- comparitech.com: 22 answers, 22 citations
- thectoclub.com: 22 answers, 22 citations

Pages named in the most answers:

- https://motadata.com/blog/aiops-platforms (50 answers)
- https://g2.com/categories/aiops-platforms (44 answers)
- https://openobserve.ai/blog/top-10-aiops-platforms (30 answers)
- https://coralogix.com/ai-blog/aiops-tools (27 answers)
- https://thectoclub.com/tools/best-aiops-platforms (22 answers)
- https://comparitech.com/net-admin/best-aiops-platforms (21 answers)
- https://learn.g2.com/best-aiops-platforms-for-it-operations-monitoring (21 answers)
- https://zapier.com/blog/aiops-platform (21 answers)
- https://newrelic.com/blog/ai/best-aiops-tools (19 answers)
- https://freshworks.com/aiops/tools (17 answers)

## Warned against

- Dynatrace: 31 of 43 labels negative. "What to Avoid Enterprise tools like Dynatrace, ServiceNow, New Relic, and IBM Instana are generally too expensive" (MiniMax M2.5, budget prompt)
- IBM Instana: 10 of 10 labels negative. "What to Avoid Enterprise tools like Dynatrace, ServiceNow, New Relic, and IBM Instana are generally too expensive" (MiniMax M2.5, budget prompt)
- Moogsoft: 11 of 18 labels negative. "Moogsoft's capabilities may be more than what smaller teams with limited tooling and modest alert volume need" (Llama 4 Maverick, negative prompt)
- Datadog: 15 of 39 labels negative. "Avoid enterprise-priced leaders like Dynatrace / Datadog as a first AIOps purchase" (Muse Glimmer 30B, direct prompt)

## 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.