# Codebashing: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/codebashing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 0% | 22 | 8% | 12 |

## What the models said for it

- "Checkmarx Codebashing is an interactive software designed to enhance secure coding skills" (Claude Haiku 4.5, Secure code training)
- "Best For: Devs who already use Checkmarx and want quick, remediation‑focused training." (GLM 4.7 FlashX, Secure code training)
- "For tight integration with your existing scanning tools: Codebashing (Checkmarx)" (DeepSeek V4 Flash, Secure code training)
- "Bite-sized modules may provide less depth than full exploit-and-remediate labs." (Perplexity Sonar, Secure code training)

## And against it

- "Usually considered a lighter-weight learning option compared with deeper enterprise platforms." (GPT-5.4 mini, Secure code training)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Codebashing, from 18 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- ebool.com: 11
- securecodewarrior.com: 9
- sourceforge.net: 9
- blog.secureflag.com: 8
- securityjourney.com: 8
- peerspot.com: 7
- ransomleak.com: 7
- reddit.com: 7
- comparitech.com: 6
- g2.com: 6

### Pages cited

- https://ebool.com/secure-code-training-platforms: 11
- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms: 7
- https://ransomleak.com/blog/best-secure-coding-training-2026: 7
- https://comparitech.com/net-admin/best-secure-code-training-tools: 6
- https://guideflow.com/blog/application-security-training: 6
- https://owasp.github.io/DevSecOpsGuideline/1-People/1-2-Training/1-2-1-Secure-coding: 5
- https://reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_on: 5
- https://topbusinesssoftware.com/categories/secure-code-training: 5

## In its own words

What Codebashing's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Turn Your Developers Into AppSec Champions; Involve your developers as equal partners in your AppSec program to establish trust and ensure secure software development. (https://codebashing.com/)
- For: developers (https://codebashing.com/)
- Price stated: Buy now on AWS (https://codebashing.com/)
- Free plan or trial: Get A Free Demo (https://codebashing.com/)

## What it publishes

Every page codebashing.com exposes, read 2026-10-05: 11 addresses. By kind, pages and the last 90 days:


## 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.