# Infisical vs SOPS: which do AI models recommend for secrets, October 2026

IT AI Recommendation Index, October 2026 Edition, Secrets management. Zero of fourteen models named Infisical first on the direct prompt; zero named SOPS. Page: https://it-ai-index.com/identity/secrets-management/infisical-vs-sops/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Infisical | 15% | #3 of 13 | 0% | 43 | 13 of 14 |
| SOPS | 2% | #8 of 13 | 10% | 10 | 6 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: Doppler, HashiCorp Vault) (alternatives: AWS Secrets Manager, Akeyless, Delinea Secret Server, Infisical)
- Gemini 3.5 Flash: neither first, one named (first choices: Doppler) (alternatives: Infisical)
- Grok 4.1 Fast: neither first, one named (first choices: Doppler) (alternatives: 1Password, Infisical)
- DeepSeek V4 Flash: neither first, one named (first choices: Doppler) (alternatives: Akeyless, Infisical)
- Qwen 3.7 Flash: neither first, one named (first choices: Doppler) (alternatives: 1Password Secrets Manager, Infisical)
- GLM 4.7 FlashX: neither first, one named (first choices: HashiCorp Vault) (alternatives: AWS Secrets Manager, Doppler, Infisical)
- MiniMax M2.5: neither first, one named (first choices: Doppler) (alternatives: HashiCorp Vault, Infisical)
- GPT-6 Luna: neither first, one named (first choices: Doppler) (alternatives: AWS Secrets Manager, Infisical)
- Muse Glimmer 30B: neither first, one named (first choices: Doppler) (alternatives: AWS Secrets Manager, Akeyless, Azure Key Vault, Google Secret Manager, HashiCorp Vault, Infisical)
- GPT-5.4 mini: neither named (first choices: AWS Secrets Manager, Azure Key Vault) (alternatives: HashiCorp Vault)
- Perplexity Sonar: neither named (first choices: Doppler) (alternatives: HashiCorp Vault)
- Mistral Small: neither named (first choices: HashiCorp Vault) (alternatives: AWS Secrets Manager, Azure Key Vault)
- Llama 4 Maverick: neither named
- Kimi K2: neither named (first choices: Delinea Secret Server, HashiCorp Vault) (alternatives: 1Password, AWS Secrets Manager)

## What the models said about Infisical

- "Infisical Pro at $18/identity/month is often the best value for startups seeking affordable, developer-friendly secrets management with minimal operational overhead." (Muse Glimmer 30B, budget prompt, first choice)
- "Infisical is often cited as the best open‑source choice for 2026 because it balances a generous free tier with strong features and a polished developer experience." (GLM 4.7 FlashX, budget prompt, first choice)
- "My recommendation for tight budgets: Infisical or HashiCorp Vault (self-hosted)" (MiniMax M2.5, budget prompt, first choice)

## What the models said about SOPS

- "Tools such as SOPS can help keep files encrypted in Git, but that alone doesn’t give you centralized runtime access control" (GPT-6 Luna, negative prompt, soft negative)
- "Start with SOPS if you want the absolute cheapest option and are comfortable managing keys and access yourself." (GLM 4.7 FlashX, budget prompt, first choice)
- "Mozilla SOPS | No servers to hack, no hosting costs, and secrets are securely version-controlled alongside your code." (Gemini 3.5 Flash, budget prompt, alternative)
- "Choose OpenBao or SOPS if your team is very price-sensitive and has the technical capacity to run it yourself." (Perplexity Sonar, budget prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.