# Container and Kubernetes security for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "container security platform" and as "Kubernetes security tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/it/cloud/container-and-kubernetes-security/2026-11/smb

**Standing:** Trivy leads with 38% of first choices; verdict contested. 60 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Trivy](https://www.gane.ai/index/it/vendors/trivy/index.md) | 38% | 4% | 68 |
| 2 | [Falco](https://www.gane.ai/index/it/vendors/falco/index.md) | 22% | 4% | 55 |
| 3 | [Kubescape](https://www.gane.ai/index/it/vendors/kubescape/index.md) | 13% | 0% | 28 |
| 4 | [Snyk Container](https://www.gane.ai/index/it/vendors/snyk-container/index.md) | 10% | 7% | 58 |
| 5 | [Aikido Security](https://www.gane.ai/index/it/vendors/aikido-security/index.md) | 5% | 28% | 25 |
| 6 | [Kyverno](https://www.gane.ai/index/it/vendors/kyverno/index.md) | 3% | 0% | 16 |
| 8 | [Sysdig Secure](https://www.gane.ai/index/it/vendors/sysdig-secure/index.md) | 3% | 48% | 50 |
| 10 | [Docker Scout](https://www.gane.ai/index/it/vendors/docker-scout/index.md) | 0% | 7% | 14 |
| 11 | [Chainguard](https://www.gane.ai/index/it/vendors/chainguard/index.md) | 0% | 9% | 11 |
| 15 | [Anchore](https://www.gane.ai/index/it/vendors/anchore/index.md) | 0% | 27% | 11 |
| 97 | [Wiz](https://www.gane.ai/index/it/vendors/wiz/index.md) | 0% | 48% | 31 |
| 98 | [Microsoft Defender for Containers](https://www.gane.ai/index/it/vendors/microsoft-defender-for-containers/index.md) | 0% | 48% | 21 |

Rank is by share of first choices among all 101 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: Sysdig Secure; alternatives Aqua Security, Snyk Container
- Gemini 3.5 Flash: Snyk Container; alternatives Amazon ECR scanning, Amazon GuardDuty, Aqua Cloud Security Platform, Google Artifact Registry Vulnerability Scanning
- Perplexity Sonar: Snyk Container; alternatives Falco, Kubescape, Trivy
- Grok 4.20: Falco, Trivy; alternatives Snyk Container
- Mistral Small: Falco, Trivy; alternatives Kubescape, Snyk Container
- DeepSeek V4 Flash: Trivy; alternatives Docker Scout, Falco, Harbor, Kyverno
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Snyk Container; alternatives Anchore, StackHawk, Trivy
- Kimi K2: Aikido Security; alternatives Chainguard, Docker Security / Docker Scout, Falco, Snyk Container
- GLM 4.7 FlashX: Snyk Container, Sysdig Secure; alternatives Aqua Security, Falco, Microsoft Defender for Containers, Trivy
- MiniMax M2.5: Trivy; alternatives Aqua Security, Snyk Container, Sysdig Secure
- GPT-6 Luna: Aikido Security; alternatives Amazon Inspector, Trivy
- Muse Glimmer 30B: Falco, Trivy; alternatives AWS Container Insights, Aikido Security, Aqua Security, Google Cloud Container Security

## Sources the answers cite

70 of 84 answers came back with a source list, from 13 of 14 models. Sites named in the most answers:

- softwareadvice.com: 35 answers, 44 citations
- g2.com: 33 answers, 44 citations
- gbhackers.com: 26 answers, 26 citations
- cyberpress.org: 23 answers, 26 citations
- softwareadvice.co.uk: 23 answers, 23 citations
- github.com: 22 answers, 39 citations
- chainguard.dev: 20 answers, 20 citations
- capterra.com: 18 answers, 20 citations

Pages named in the most answers:

- https://g2.com/categories/container-security-tools/small-business (26 answers)
- https://softwareadvice.co.uk/directory/4438/container-security/software (23 answers)
- https://cyberpress.org/container-security-by-business-size-2 (21 answers)
- https://gbhackers.com/best-container-security-compared (21 answers)
- https://softwareadvice.com/container-security/small-business (20 answers)
- https://chainguard.dev/supply-chain-security-101/container-security-tools-a-buyers-guide (18 answers)
- https://softwareadvice.com/container-security (17 answers)
- https://zenarmor.com/docs/network-security-tutorials/top-container-security-tools (15 answers)
- https://capterra.co.uk/directory/32916/container-security/software (14 answers)
- https://capterra.com/container-security-software (14 answers)

## Warned against

- Sysdig Secure: 24 of 50 labels negative. "Why to avoid: Sysdig is excellent for runtime security, but it typically uses a per-node or per-cluster pricing model" (GLM 4.7 FlashX, negative prompt)
- Aqua Security: 29 of 47 labels negative. "its traditional model relies heavily on a complex sidecar architecture... small engineering teams usually cannot spare time for" (Qwen 3.7 Flash, negative prompt)
- Prisma Cloud: 27 of 38 labels negative. "Prisma Cloud's pricing, starting at $9,000/year for 100 credits in the Business Edition, is on the expensive side for smaller organizations." (Muse Glimmer 30B, negative prompt)
- Microsoft Defender for Containers: 10 of 21 labels negative. "Why to avoid/caution: While it is a top-rated tool, it is often criticized for being expensive for small to medium businesses" (GLM 4.7 FlashX, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Trivy at 38%.

- Trivy: 22% to 38%, +16. Cleared the floor by 5 points · rank 1 of 101, unchanged.
- Falco: 12% to 22%, +10. Inside the floor by 1 point · rank 4 → 2 of 101.
- Snyk Container: 19% to 10%, −9. Inside the floor by 2 points · rank 2 → 4 of 101.
- Kubescape: 19% to 13%, −6. Inside the floor by 5 points · rank 3 of 101, unchanged.
- Wiz: 4% to 0%, −4. Inside the floor by 7 points · rank 6 → 97 of 101.
- Sysdig Secure: 6% to 3%, −3. Inside the floor by 8 points · rank 5 → 8 of 101.
- Microsoft Defender for Containers: 3% to 0%, −3. Inside the floor by 8 points · rank 8 → 98 of 101.
- Aikido Security: 3% to 5%, +2. Inside the floor by 9 points · rank 7 → 5 of 101.
- Kyverno: 1% to 3%, +2. Inside the floor by 9 points · rank 12 → 6 of 101.
- SUSE NeuVector: 1% to 3%, +2. Inside the floor by 9 points · rank 9 → 7 of 101.
- Orca Security: 1% to 0%, −1. Inside the floor by 10 points · rank 10 → 29 of 101.
- Aqua Security: 1% to 0%, −1. Inside the floor by 10 points · rank 14 → 100 of 101.

## 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.