Best Cisco Duo alternatives 2026

Based on 55 AI answers to 42 buyer questions in LLM Infrastructure & LLMOps that name no product and where AI recommends a tool. Cisco Duo itself is recommended in 0 of them. The ranking counts only those questions; questions that name a product are listed below but not counted.

Most recommended alternatives

1
Langfuserecommended for 29 questions · avg. position 1.4
“Langfuse My first choice Tracing, observability, prompt management, evaluations. Open-source and self-hostable, with a free cloud option. Good starting point for a small team.”
2
LangSmithrecommended for 20 questions · avg. position 1.8
“Strong for tracing, datasets, automated evaluators, and human annotation queues. Particularly interesting for LangChain and LangGraph applications.”
3
Braintrustrecommended for 20 questions · avg. position 2.8
“Braintrust Evaluation datasets, experiment tracking, scoring, and regression comparisons. A good option for teams wanting an evaluation platform.”
4
Arize Phoenixrecommended for 15 questions · avg. position 3.1
“My initial recommendation would be to run a proof of concept with Langfuse and Opik, and compare them against Phoenix if OpenTelemetry compatibility is particularly important.”
5
MLflowrecommended for 9 questions · avg. position 2.8
“The strongest candidates to evaluate are LangSmith, Arize AX, Weights & Biases Weave, Datadog LLM Observability, and MLflow.”
6
DeepEvalrecommended for 7 questions
“DeepEval Open-source evaluation framework with test cases and metrics for correctness, hallucination, relevance, and more.”
7
LiteLLMrecommended for 5 questions · avg. position 4
“LiteLLM | Open source Self-hosted or managed | OpenAI-compatible API, 100+ providers, fallbacks, budgets, routing | Maximum flexibility and infrastructure control”
8
Weights & Biasesrecommended for 4 questions · avg. position 1
“If you're evaluating W&B for an LLM application, I'd consider it a genuine candidate for an evaluation and observability platform.”
9
Ragasrecommended for 4 questions
“I would then add DeepEval and Ragas selectively rather than relying exclusively on each platform's built-in scoring.”
10
Groqrecommended for 3 questions · avg. position 1
“An interesting alternative for extremely fast inference on supported models. Its specialized hardware makes it worth including in latency-focused tests.”
11
OpenAIrecommended for 3 questions · avg. position 1.5
“Yes, OpenAI supports prompt versioning and rollback natively, but there's an important distinction between its Prompt Management features and the recommended long-term architecture.”
12
Arize AXrecommended for 3 questions · avg. position 2.5
“My recommendation: Arize AX or Langfuse Enterprise, depending on how strict your regulatory requirements are and how much infrastructure you want to manage.”

Who AI recommends, by feature and question

Each question shows the tools its answers recommend, in the order they were listed, and where Cisco Duo stands.

SDKs and Client Libraries (4)

LLM Evaluation (3)

Artifact and Dataset Versioning (2)

Prompt Management and Versioning (2)

Experiment Comparison (2)

CI/CD Evaluation Integration (2)

How can I run LLM evaluation suites automatically in CI/CD so regressions get caught before merge?Cisco Duo: not named
LangSmith Langfuse DeepEval Ragas promptfoo GitHub Actions pytest
Can Braintrust run evaluation suites automatically in CI/CD so prompt regressions get caught before merge?Cisco Duo: not named
Braintrust

Agent Evaluation (2)

Model and Dataset Registry (2)

Most recommended alternatives

1
Auth0recommended for 13 questions · avg. position 2.3
“Yes. Auth0 supports SCIM provisioning and directory synchronization for enterprise customers, but the important distinction is the direction of synchronization and what you want to synchronize.”
2
Microsoft Entra IDrecommended for 11 questions · avg. position 1.3
“If you're already using Microsoft 365: Evaluate Entra ID first. You may already have the required functionality included in your existing subscriptions.”
3
Oktarecommended for 10 questions · avg. position 1.6
“Okta - Strong workforce SSO, MFA, lifecycle management and application integrations. - Auth0 provides developer-oriented customer identity capabilities.”
4
Ping Identityrecommended for 10 questions · avg. position 3
“Ping Identity can provide a fairly comprehensive identity governance and administration (IGA) solution, including automated access reviews, certification campaigns, access requests, approval workflows, and audit reportin...”
5
WorkOSrecommended for 9 questions · avg. position 1
“WorkOS | Very good | AuthKit, Directory Sync, SSO and SCIM APIs | B2B SaaS and enterprise customer identity”
6
Clerkrecommended for 9 questions · avg. position 1.7
“Clerk | Excellent | APIs, React components, SDKs, webhooks | Fast integration, React and Next.js”
7
Descoperecommended for 7 questions · avg. position 3
“Descope | Very good | APIs, SDKs and visual authentication flows | Low-code authentication and complex journeys”
8
SailPointrecommended for 5 questions · avg. position 4
“SailPoint: Particularly strong for complex enterprise identity governance, entitlement management, certifications, and expanding governance across human and non-human identities.”
9
JumpCloudrecommended for 4 questions · avg. position 4
“Yes, JumpCloud can replace a separate identity provider (IdP) for many mid-size companies, but it depends on how sophisticated your identity architecture is.”
10
Supabase Authrecommended for 3 questions · avg. position 2
“Best for a Supabase/PostgreSQL stack: Supabase Auth.”
11
Microsoft Entra ID Governancerecommended for 3 questions · avg. position 2
“Microsoft Entra: Strong choice for integrating workforce and agent identity governance into the Microsoft security ecosystem.”
12
Better Authrecommended for 2 questions · avg. position 2
“Best for open-source, self-managed authentication: Better Auth.”