# Secure code training for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "secure code training platform" and as "developer security training", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/it/developer/secure-code-training/enterprise

**Standing:** Secure Code Warrior Learning Platform leads with 62% of first choices; verdict clear leader. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Secure Code Warrior Learning Platform](https://www.gane.ai/index/it/vendors/secure-code-warrior-learning-platform/index.md) | 62% | 16% | 73 |
| 2 | [SecureFlag](https://www.gane.ai/index/it/vendors/secureflag/index.md) | 13% | 5% | 55 |
| 3 | [Security Journey](https://www.gane.ai/index/it/vendors/security-journey/index.md) | 10% | 13% | 47 |
| 4 | [AppSecEngineer](https://www.gane.ai/index/it/vendors/appsecengineer/index.md) | 6% | 7% | 29 |
| 5 | [Checkmarx Codebashing](https://www.gane.ai/index/it/vendors/checkmarx-codebashing/index.md) | 2% | 31% | 26 |
| 10 | [Veracode Security Labs](https://www.gane.ai/index/it/vendors/veracode-security-labs/index.md) | 0% | 12% | 32 |
| 11 | [Immersive Labs](https://www.gane.ai/index/it/vendors/immersive-labs/index.md) | 0% | 0% | 16 |

Rank is by share of first choices among all 65 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: AppSecEngineer; alternatives Secure Code Warrior Learning Platform, SecureFlag
- GPT-5.4 mini: Secure Code Warrior Learning Platform; alternatives OWASP Secure Coding Dojo, SecureFlag
- Gemini 3.5 Flash: Secure Code Warrior Learning Platform; alternatives AppSecEngineer, Checkmarx Codebashing, Hack The Box, Immersive Labs
- Perplexity Sonar: Secure Code Warrior Learning Platform; alternatives AppSecEngineer, SecureFlag
- Grok 4.20: Secure Code Warrior Learning Platform; alternatives Immersive Labs, KnowBe4, Security Journey, Veracode Security Labs
- Mistral Small: Secure Code Warrior Learning Platform, SecureFlag; alternatives SecureCodingHub, Security Journey
- DeepSeek V4 Flash: Secure Code Warrior Learning Platform; alternatives SecureFlag, Security Journey
- Llama 4 Maverick: Secure Code Warrior Learning Platform; alternatives Avatao, SecureFlag, Veracode Security Labs
- Qwen 3.7 Flash: Secure Code Warrior Learning Platform, SecureFlag; alternatives AppSecEngineer, Kontra, SANS Developer Security Training
- Kimi K2: Secure Code Warrior Learning Platform; alternatives Immersive Labs, SecureFlag
- GLM 4.7 FlashX: Secure Code Warrior Learning Platform; alternatives AppSecEngineer, SecureFlag, Security Journey
- MiniMax M2.5: Secure Code Warrior Learning Platform, Security Journey; alternatives Immersive Labs, SecureFlag, Security Compass SSP
- GPT-6 Luna: Secure Code Warrior Learning Platform; alternatives SecureFlag
- Muse Glimmer 30B: Secure Code Warrior Learning Platform; alternatives SecureFlag, Security Journey

## Sources the answers cite

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

- g2.com: 39 answers, 75 citations
- securecodewarrior.com: 39 answers, 57 citations
- gane.ai/index: 35 answers, 40 citations
- securityjourney.com: 33 answers, 57 citations
- sourceforge.net: 31 answers, 43 citations
- appsecengineer.com: 28 answers, 40 citations
- ransomleak.com: 26 answers, 27 citations
- guideflow.com: 26 answers, 26 citations

Pages named in the most answers:

- https://gane.ai/index/it/developer/secure-code-training/enterprise (32 answers)
- https://g2.com/categories/secure-code-training/enterprise (26 answers)
- https://guideflow.com/blog/application-security-training (26 answers)
- https://ransomleak.com/blog/best-secure-coding-training-2026 (26 answers)
- https://veracode.com/developers/training (23 answers)
- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms (22 answers)
- https://comparitech.com/net-admin/best-secure-code-training-tools (22 answers)
- https://sourceforge.net/software/secure-code-training/for-enterprise (19 answers)
- https://securecodinghub.com/ (16 answers)
- https://appsecengineer.com/enterprises/secure-coding-training (15 answers)

## Warned against

- Secure Code Warrior Learning Platform: 12 of 73 labels negative. "large enterprises should be cautious about or avoid the following secure code training platforms... "fake scenarios," "shitty code samples," a "confusing interface"" (Mistral Small, negative prompt)
- Security Journey: 6 of 47 labels negative. "often compared unfavorably in bake-offs and has a higher-than-average negative label rate (6 out of 48 labels negative)" (Mistral Small, negative prompt)
- Checkmarx Codebashing: 8 of 26 labels negative. "Checkmarx Codebashing uses custom pricing only" (Claude Haiku 4.5, budget prompt)
- Veracode Security Labs: 4 of 32 labels negative. "This platform is a strong candidate for caution due to integration and cost issues." (GLM 4.7 FlashX, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Secure Code Warrior Learning Platform at 62%.

- Secure Code Warrior Learning Platform: 37% to 62%, +25. Cleared the floor by 14 points · rank 1 of 65, unchanged.
- SecureFlag: 22% to 13%, −9. Inside the floor by 2 points · rank 2 of 65, unchanged.
- Security Journey: 18% to 10%, −8. Inside the floor by 3 points · rank 3 of 65, unchanged.
- AppSecEngineer: 0% to 6%, +6. Inside the floor by 5 points · rank 14 → 4 of 65.
- SafeStack Academy: 4% to 0%, −4. Inside the floor by 7 points · rank 4 → 16 of 65.
- Veracode Security Labs: 2% to 0%, −2. Inside the floor by 9 points · rank 5 → 10 of 65.
- Checkmarx Codebashing: 2% to 2%, ±0. Inside the floor by 11 points · rank 7 → 5 of 65.
- SANS Developer Security Training: 2% to 2%, ±0. Inside the floor by 11 points · rank 8 → 6 of 65.
- Immersive Labs: 0% to 0%, ±0. Inside the floor by 11 points · rank 32 → 11 of 65.
- Codebashing: 0% to 0%, ±0. Inside the floor by 11 points · rank 15 of 65, unchanged.

## 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.