Software advice
Best AI Secrets Management Software in 2026
AI secrets management software is a vault that stores API keys, database passwords, tokens and certificates, hands them to applications at runtime, rotates them on a schedule and logs every read. The AI angle covers two things: credentials for AI agents and coding assistants that need scoped, short-lived access, and detection of secrets that leak into prompts or repositories. It is not a password manager for staff logins.
Quick answer
Infisical ranks first because it prints every plan limit, offers a free tier, shows US and EU regions and ships an MIT-licensed core. Doppler fits teams that want a hosted tool with printed seat prices. AWS Secrets Manager fits teams already inside AWS.
A platform engineer picking a secrets manager in 2026 faces a changed workload. Coding agents, CI jobs and LLM tools now ask for credentials all day, and a long-lived key pasted into an agent config is a leak waiting to happen. Vendors respond with agent identities, short-lived credentials and secret scanning for prompts. Their pages differ in what they print: a few show prices and limits, hyperscalers show unit rates, and others send you to sales. This ranking weighs what a buyer can check on vendor pages read in November 2026, such as plan limits, hosting regions, certifications and exit routes, and tested no rotation workflow.
The 10 best AI secrets management software in 2026, ranked
There is no score. Vendors can pay for more visibility on this website, for example a higher place in a ranking or more room on a page. Commercial relationships can also affect which products we feature and how prominently. How we rank.
| # | Tool | Best for | Free plan | Entry price |
|---|---|---|---|---|
| 1 | Infisical | Engineering teams that want a hosted or self-hosted vault with printed identity-based prices | Yes | $20 per identity per month billed annually |
| 2 | Doppler | Product teams wanting secrets synced to CI and cloud at printed seat prices | Yes | $21 per user per month for Team |
| 3 | Bitwarden Secrets Manager | Teams already on Bitwarden that want machine secrets in the same vendor with US or EU storage | Yes | $6 per user per month for Teams |
| 4 | Akeyless | Multi-cloud enterprises that want SaaS secrets, encryption and remote access under one metered contract | Yes | Quoted |
| 5 | AWS Secrets Manager | Teams whose workloads run on AWS and need rotation wired into IAM and AWS logging | Trial | $0.40 per secret per month plus $0.05 per 10,000 API calls |
| 6 | Passbolt | European teams that want an open-source, self-hosted credential store with an API and CLI | Yes | 4.50 euros per user per month billed annually for Pro |
| 7 | Azure Key Vault | Azure workloads that need secrets, keys and certificates in one store with Entra ID access | No | Quoted |
| 8 | Google Secret Manager | Google Cloud teams that want versioned secrets with regional placement and customer-managed keys | Yes | Quoted |
| 9 | HashiCorp Vault | Large platform teams that need policy-driven secrets, certificates and encryption across many systems | No | Quoted |
| 10 | 1Password | Companies on 1Password that want service accounts or a Connect server for CI and Kubernetes | No | Quoted |
- 1
Infisical ranks first because its pricing page prints plan limits down to environments and audit retention, gives a free plan for 5 identities and a 30-day trial without a card, and its core is MIT-licensed. US and EU cloud regions are stated. It loses points on certifications, which its security page does not list, and Enterprise detail is quote-only.
Strong on
- Free, Pro, Advanced and Enterprise limits are printed, including environments and audit retention
- MIT-licensed core is free to self-host, with licensed self-hosting available through sales
- Cloud has separate US and EU regions, and enterprise keys can sit in an external KMS or HSM
Weak on
- Security documentation read does not list SOC 2 or ISO 27001
- Billing per identity counts machines as well as people, so costs scale with automation
Skip it if: Buyers whose procurement requires a stated SOC 2 or ISO 27001 report on the vendor's page before a first call. Free plan covers 5 identities. Dynamic secrets and full rotation need Advanced at $40 per identity.
- 2
Doppler is second because its pricing page lists limits for every tier, charges nothing for AI agents and other non-human identities, and its security page states SOC 2 and ISO 27001. The fact sheet names a single Google Cloud region in the US and the AI statement is limited to chat tools, so EU-bound buyers must ask about residency.
Strong on
- Developer, Team and Enterprise limits are printed, with a 14-day Team trial
- AI agents and non-human identities carry no seat fee
- Security page states SOC 2 and ISO 27001, with AES-256-GCM encryption
Weak on
- Fact sheet names one hosting region, Google Cloud us-central1
- Dynamic secrets sit in Enterprise, and custom roles are a paid add-on on Team
Skip it if: Companies that need EU-only hosting of secrets without an on-prem Enterprise deployment. Developer is free for 3 users. Dynamic secrets and SCIM require the quote-only Enterprise plan.
- 3
Bitwarden Secrets Manager ranks third because the product page prints three plans with machine-account limits, the data-storage page states Azure hosting in the US or EU, and the core is open source. Dynamic secrets and rotation are not described, and self-hosting is reserved for Enterprise, so it is a store and distributor more than a secrets automation platform.
Strong on
- Free, Teams and Enterprise prices are printed, with machine accounts counted separately
- Vault data is stored in Azure in the US or EU, with 7-day point-in-time restore
- CLI, Kubernetes operator, GitHub Actions, GitLab and Jenkins integrations are listed
Weak on
- Rotation and dynamic secrets are not described on the product page
- Self-hosting is an Enterprise feature, at $12 per user per month
Skip it if: Teams that need on-demand database credentials or automatic rotation built into the vault. Free covers 2 users and 3 machine accounts. Extra machine accounts cost $1 each on paid plans.
- 4
Akeyless ranks fourth because its pricing page prints free plan limits and billing units, and its security page lists SOC 2 Type II, ISO 27001, FedRAMP and FIPS 140-3 claims with a patented key technology. No dollar price is shown and no hosting regions are named, which keeps it below vendors that publish rates. Treat the claims as vendor statements.
Strong on
- Free plan limits are itemized, including 5 dynamic and 5 rotated secrets
- Security page lists SOC 2 Type II, ISO 27001 and 27701, PCI DSS and FedRAMP
- Says neither Akeyless nor its cloud providers can access customer secrets and keys
Weak on
- No dollar prices, and the free plan omits SAML, LDAP and HSM integration
- Hosting regions are not named, and tables mix products, so limits need confirming
Skip it if: Small teams that want a price per seat or identity before talking to a salesperson. Free plan lists limits such as 500 static secrets. Enterprise is quote-only and metered by clients and connectors.
- 5
AWS Secrets Manager comes fifth because its unit rates are public and simple, rotation covers AWS and third-party services on demand or by schedule, and AWS lists SOC, ISO 27001 and PCI programs on its compliance page. It is built for AWS identity and replication, which makes it awkward across clouds, and its product page does not mention AI.
Strong on
- Per-secret and per-call prices are public, with no minimum fee on the pricing page
- Rotation works for AWS and third-party services without redeploying applications
- AWS compliance page lists SOC 1, 2 and 3, ISO 27001 and PCI DSS programs
Weak on
- Access control depends on IAM, so non-AWS workloads need extra setup
- No agent-specific credential features are described on the product page
Skip it if: Companies that run mostly on other clouds or on-premise, where AWS IAM is not the identity source. New accounts receive up to $200 in AWS Free Tier credits. Creating new secret versions is not charged.
- 6
Passbolt sits sixth because the pricing page prints a free AGPLv3 Community edition, a Pro price in euros and a Luxembourg registered address. The product is a team password and secret manager with an open API, so it covers shared credentials well but lacks the dynamic secrets and rotation engines that rank higher tools offer.
Strong on
- Community edition is free and open source under AGPLv3, with unlimited users
- Pro price is printed in euros and dollars, with self-hosting on common Linux distributions
- Registered in Luxembourg, with client-side end-to-end encryption for secrets
Weak on
- Pro requires at least 10 users, which excludes the smallest teams
- Pricing page does not describe rotation or dynamic secrets
Skip it if: Platform teams that need short-lived database credentials or automated rotation across clouds. Community is free under AGPLv3. Pro needs at least 10 users and Enterprise is quoted.
- 7
Azure Key Vault ranks seventh because Microsoft's documentation states two tiers, FIPS 140-3 Level 3 HSM keys on Premium and Entra ID authorization, but the pricing page showed no dollar figures when read. It is strong inside Azure and replicates within a region and to a secondary region. It says nothing about AI agent credentials.
Strong on
- Premium tier uses FIPS 140-3 Level 3 validated HSMs for protected keys
- Authentication runs through Microsoft Entra ID with Azure RBAC authorization
- Logs can stream to a storage account, event hub or Azure Monitor
Weak on
- Dollar rates were not visible on the pricing page read, only billing dimensions
- Built for Azure services, so non-Azure workloads need extra identity wiring
Skip it if: Teams that want predictable per-identity pricing or run most workloads outside Azure. Billed per 10,000 operations by tier. The pricing page read showed placeholder dollar amounts.
- 8
Google Secret Manager lands eighth because the documentation page read describes global and regional secrets, user-managed replication, CMEK and AES-256 at rest, while the pricing page was truncated and showed no rates. Rotation is a recommendation and notification rather than a managed rotation engine on the page read. Pricing needs the calculator. Confirm the free tier amounts before budgeting.
Strong on
- Regional secrets keep data in a chosen location for residency needs
- Customer-managed encryption keys from Cloud KMS are optional
- Versions support rollback, aliases, disabling and permanent destruction
Weak on
- Pricing rates and free tier amounts could not be read on the pricing page
- Rotation mechanics are not described on the overview page
Skip it if: Companies that need cross-cloud dynamic secrets without writing their own rotation logic. Billed on active secret versions, access operations and rotation notifications, with a free tier. Rates were not readable.
- 9
HashiCorp Vault ranks ninth here because the pages read show no Vault price, no plan names for Vault and no license statement, even though the product page describes secrets, certificates, keys, data protection and short-lived credentials for AI agents. Strength in depth is not the issue; what a buyer can verify before a sales call is.
Strong on
- Product page covers secrets, certificates, keys and encryption as a service
- Describes policies scoped to AI agents and short-lived credentials issued at runtime
- Pricing page lists pay-as-you-go, Flex and self-managed Enterprise plan types
Weak on
- Vault-specific prices and editions were not shown on the pages read
- Operating a self-managed cluster takes dedicated platform engineering time
Skip it if: Small teams without a platform engineer, where hosted tools offer faster time to value. Pricing page shows pay-as-you-go, Flex and Enterprise self-managed plan types. Vault prices were not shown.
- 10
1Password ranks last because the pages read show how its secrets automation works, with hosted service accounts and a self-hosted Connect server, but no plan price, certification or hosting region. Rate limits apply to service accounts, and the privacy page names a Toronto address and a product called 1Password for Agents without describing it. Expect a sales call.
Strong on
- Offers hosted service accounts and a self-hosted Connect server with a REST API
- Supports a CLI, Kubernetes integrations and CI/CD integrations
- Included with a 1Password subscription, so no separate secrets product is bought
Weak on
- Service accounts are subject to strict rate limits and request quotas
- Plan prices, certifications and hosting regions were not shown on the pages read
Skip it if: Teams that need dynamic secrets or rotation engines for databases and cloud accounts. Secrets Automation is included with a 1Password subscription. The plan prices were not readable.
How these AI secrets management software were judged
How well does a secrets manager rotate and scope credentials for AI agents?
Depth shows in rotation and dynamic secrets. Infisical lists dynamic secrets, gateways and full rotation from its Advanced plan, and Doppler lists automatic rotation on Team and dynamic secrets on Enterprise. the Akeyless free plan allows 5 dynamic and 5 rotated secrets. HashiCorp positions Vault for short-lived credentials issued to agents and for scanning prompts and workflow definitions. AWS rotates on demand or on a schedule, while Google publishes rotation notifications that your own code must act on. Test with one real database credential and one agent token: create it, rotate it, revoke it and read the audit trail.
What does secrets management software cost?
Prices are unusually visible in this category. As of November 2026 Infisical charges $20 per identity per month on annual Pro and $40 on Advanced, with a free plan for 5 identities. Doppler's Team plan is $21 per user per month after a free tier for 3 users. Bitwarden Secrets Manager is $6 per user on Teams and $12 on Enterprise. AWS charges $0.40 per secret per month plus $0.05 per 10,000 API calls. Akeyless and HashiCorp quote enterprise tiers, and Passbolt Pro is 4.50 euros per user. Count machine identities, not only humans, because they drive the bill.
Where are secrets stored and who can read them?
Hosting and key custody decide this. Infisical Cloud has US and EU regions, runs on AWS and lets enterprises use external KMS or HSM keys. Bitwarden stores vault data in Azure in the US or EU. Doppler runs on Google Cloud in us-central1 with AES-GCM and HSM-backed keys. Akeyless states its DFC technology means neither it nor its cloud providers can access customer secrets. Azure Key Vault Premium uses FIPS 140-3 Level 3 HSMs. None of the pages we read said customer secrets train AI models, so the vendor's policy was not checked for this beyond what is stated.
How hard is it to leave a secrets manager?
Secrets themselves export easily; the lock-in sits in the wiring. Every application, pipeline and Kubernetes workload that fetches from the old store must be repointed, and rotation jobs, policies and audit history must be rebuilt. Open-source cores lower that cost: Infisical's core is MIT-licensed and free to self-host, and Passbolt's Community edition is AGPLv3. Cloud-native stores are the hardest to leave because access depends on provider identity. HashiCorp's Vault speaks an API many tools copy. Before committing, ask for a full export including versions and audit logs, and time a test migration.
Which secrets manager fits a small team versus an enterprise?
A team of five on one cloud can start on Infisical's free plan, Doppler's free tier or the cloud provider's own store at a few cents per secret. A startup that already runs Bitwarden or 1Password for staff may add machine accounts rather than a new vendor. Larger groups with several clouds, SSH and database access, and strict audit needs should read the enterprise tiers of Akeyless, Infisical, Doppler and HashiCorp, where SCIM, approval workflows and HSM integration appear. Public-sector buyers should look for self-hosting, since several tools offer it. Match the tier to identities and environments, not to the headcount.
How to choose an AI secrets manager in three steps
- Inventory the secrets and who asks for them. List every credential type you run, such as database logins, cloud keys, third-party API tokens, signing certificates and LLM provider keys. Next to each, note which human, service, pipeline or agent reads it and how often. This count of machine identities is what Infisical, Akeyless and Bitwarden bill on, and what decides whether a free tier covers you. Include contractors, short-lived CI runners and every coding assistant that holds a token. Do this before any trial, because the number of identities sets the plan you need.
- Test rotation and revocation on one real credential. Pick a database user and an agent token, store them in each shortlisted product and rotate both without downtime. Revoke access for one identity and confirm the audit log shows who read what and when. Dynamic secrets, which are generated per request and expire, are the feature that separates tiers, so check on which plan they are available. Record the time it takes an engineer, not only the pass or fail. Repeat the test on each product with the same credential so the comparison stays fair.
- Check hosting, key custody and the exit path. Ask where the service runs, whether you can choose the EU region, who holds the encryption keys and whether you can bring your own KMS or HSM. Read the vendor's statement on AI features and your data. Then request an export of secrets, versions and audit logs, and run a trial migration into a second tool. A vendor that cannot show an export is a vendor you may not be able to leave. Keep the answers in writing, since trust pages change between a sales call and a signature.
Frequently asked questions
What is the best AI secrets management software in 2026?
Infisical ranks first here because it prints plan limits and prices, offers a free tier for 5 identities, has US and EU cloud regions and ships an MIT-licensed core you can self-host. Doppler suits teams that want a hosted tool with seat prices, and AWS Secrets Manager suits teams already inside AWS.
Do AI agents need a secrets manager?
They benefit from one. An agent given a long-lived API key in its configuration can leak it through logs or prompts. Vendors such as HashiCorp, Bitwarden and Doppler describe scoped, expiring credentials and audit logs for agent access. Use short-lived tokens and review the audit trail for every agent identity.
How much does a secrets manager cost for a small team?
Infisical and Doppler have free tiers, and Bitwarden Secrets Manager's free plan allows 2 users and 3 machine accounts. Paid rates start near $6 per user per month at Bitwarden Teams and $21 at Doppler Team, as of November 2026. AWS bills $0.40 per secret per month plus API calls.
Is it better to use my cloud provider's secret store?
On a single cloud, yes, it is often the cheapest and simplest option because identity and logging are built in. Across multiple clouds or on-premise systems it becomes awkward. Dedicated tools such as Infisical, Doppler and Akeyless work across providers, at the cost of another vendor to trust.
Can I self-host a secrets manager?
Yes. Infisical's core is MIT-licensed and free to self-host, with licensed supported self-hosting through sales. Bitwarden lists self-hosting on its Enterprise plan, Passbolt offers a Community edition under AGPLv3, and HashiCorp sells an Enterprise self-managed plan. Doppler lists on-prem or cloud deployment for Enterprise. Check each edition.
Which options offer EU hosting?
Infisical Cloud has an EU region, Bitwarden stores vault data in Azure in the US or EU, and Passbolt is a Luxembourg company that can be self-hosted anywhere. Google offers regional secrets and Azure and AWS have regional services. Doppler's security fact sheet names a single US Google Cloud region.
What is the difference between a password manager and a secrets manager?
A password manager stores logins for people, with autofill and sharing. A secrets manager serves machines: applications, pipelines and agents fetch credentials through an API, with rotation, policies and logs. Bitwarden, 1Password and Passbolt cover both worlds, while Infisical, Doppler and Vault focus on the machine side.
How do I move from one secrets manager to another?
Export secrets, versions and audit logs, then repoint every workload that reads them, which is the larger job. Run both stores in parallel for a period, migrate one environment at a time and keep the old store read-only until rotation has replaced every credential. Tools with open-source cores or standard APIs make this easier.