| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Cloud security posture management | Cloud and infrastructure | 0% | 17 of 80 | 28% | 18 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cloud-native application protection | Cloud and infrastructure | 0% | 36 of 70 | 0% | 1 | under 10 labels · led by Wiz at 37% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| CSPM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 37 → 17 of 80 |
| CNAPP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 70, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 2 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Lacework offers behavioral anomaly detection to reduce false positives with strong focus on runtime security” Claude Haiku 4.5 · CSPM · comparative prompt · alternative
“Provides thorough coverage across AWS, Azure, Google Cloud, and hybrid environments” MiniMax M2.5 · CSPM · paraphrase prompt · alternative
“Lacework – Good for mid-market, though acquired by Fortinet (some uncertainty)” Kimi K2 · CSPM · paraphrase prompt · alternative
“Best for teams worried about insider threats or compromised credentials” Qwen 3.7 Flash · CSPM · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Using Lacework now carries the risk of the tool becoming obsolete or significantly changing its roadmap” Qwen 3.7 Flash · CSPM · negative prompt · hard negative
“What to Avoid on a Tight Budget... unlikely to be "limited budget" friendly” Kimi K2 · CSPM · budget prompt · hard negative
“noted for high costs (starting around $22K/year) and may not be the best fit” Mistral Small · CSPM · negative prompt · soft negative
“If you are not already a Fortinet customer, you should be highly cautious” Gemini 3.5 Flash · CSPM · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 37 of the 43 answers that named Lacework FortiCNAPP and are not a share of its labels.
No domain is on file for Lacework FortiCNAPP, so its own site is not marked.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Lacework FortiCNAPP's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Lacework FortiCNAPP, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Lacework FortiCNAPP by email, built from the raw record of the edition. It shows: