Secrets management · October 2026 Edition
1Password vs SOPS
Zero of fourteen models named 1Password first on the direct prompt; zero named SOPS. 1Password was named by fourteen of the fourteen models and SOPS by six and 1Password carries 25 labels and SOPS 10, so the shares are not directly comparable.
Named in five categories this edition.
SOPS
accepted challengerNamed in one category this edition.
First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate16%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 13; printed, not drawn.
Labels2510A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, 1Password reading right to left. Rank and label count are printed, not drawn.Doppler was named alongside these two in ten of the fourteen direct answers. HashiCorp Vault vs 1Password · HashiCorp Vault vs SOPS · Doppler vs 1Password
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; every quote names the model and the prompt it came from. Both figures come from the secrets management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
1PasswordFirst choices, of fourteen modelsSOPSDirect00
Paraphrase00
Comparative00
Budget-constrained01
Scale-constrained101 against 1Password
Negative003 against 1Password · 1 against SOPS
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where 1Password and SOPS stood in it.
| Model | DirectSO | ParaphraseSO | ComparativeSO | Budget-constrainedSO | Scale-constrainedSO | NegativeSO |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | SO | SO | ||||
| Perplexity Sonar | SO | |||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | SO | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | | SO | ||||
| Muse Glimmer 30B | | SO | |
1PasswordSO SOPS first choice named as an alternative argued againstblank: not namedEach cell is one answer, 1Password on the left and SOPS on the right.The direct prompt
The plain question, one answer per model, grouped by where 1Password and SOPS stood in it.
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.1 FastDoppler alternatives: 1Password, Infisical
Kimi K2Delinea Secret Server, HashiCorp Vault alternatives: 1Password, AWS Secrets Manager
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Doppler, HashiCorp Vault alternatives: AWS Secrets Manager, Akeyless, Delinea Secret Server, Infisical
GPT-5.4 miniAWS Secrets Manager, Azure Key Vault alternatives: HashiCorp Vault
Gemini 3.5 FlashDoppler alternatives: Infisical
Perplexity SonarDoppler alternatives: HashiCorp Vault
Mistral SmallHashiCorp Vault alternatives: AWS Secrets Manager, Azure Key Vault
DeepSeek V4 FlashDoppler alternatives: Akeyless, Infisical
Llama 4 Maverickno first choice
Qwen 3.7 FlashDoppler alternatives: 1Password Secrets Manager, Infisical
GLM 4.7 FlashXHashiCorp Vault alternatives: AWS Secrets Manager, Doppler, Infisical
MiniMax M2.5Doppler alternatives: HashiCorp Vault, Infisical
GPT-6 LunaDoppler alternatives: AWS Secrets Manager, Infisical
Muse Glimmer 30BDoppler alternatives: AWS Secrets Manager, Akeyless, Azure Key Vault, Google Secret Manager, HashiCorp Vault, Infisical
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
Level: the same share of first choices.
1Password2%#7 of 13SOPS2%#8 of 13
The full mid-market standing →Enterprise
Level: the same share of first choices.
1Password0%#11 of 12SOPS0%#– of 12
The full enterprise standing →What the models said about 1Password
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“*Cons:* Not designed for automated machine-to-machine communication (CI/CD injection is harder/clunkier).” Qwen 3.7 Flash · scale prompt · soft negative
“Standard SaaS Password Managers (e.g., LastPass, 1Password) ... The Risk: Human-Centric Design.” Qwen 3.7 Flash · negative prompt · soft negative
What the models said about SOPS
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“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
Also compared
HashiCorp Vault vs 1PasswordHashiCorp Vault vs SOPSDoppler vs 1PasswordDoppler vs SOPSInfisical vs 1PasswordInfisical vs SOPSAWS Secrets Manager vs 1PasswordAWS Secrets Manager vs SOPSAzure Key Vault vs 1PasswordAzure Key Vault vs SOPSBitwarden Secrets Manager vs 1PasswordBitwarden Secrets Manager vs SOPSAll twenty-eight head-to-head pages and the full secrets standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.