ModelsAgree
← All leaderboards

Stytch

What ChatGPT, Claude, Gemini & Grok actually say · August 2026

Visit stytch.com

The verdict

Stytch appears in 11 AI-ranked categories — best position #1 for passkey authentication api for consumer apps.

Positioning brief — for the Stytch team

Why the models put Stytch at #1 for passkey authentication api for consumer apps

  • Passkeys as a first-class primitive Claude · Grokpasskeys as a first-class primitive rather than a bolt-on
  • Clean, flexible APIs and SDKs Claude · GPT · Grok · Geminiclean REST/backend SDKs, native mobile SDKs (iOS/Android)
  • Strong fraud detection and recovery GPT · Grokexcellent fraud detection/recovery flows
  • Consumer-focused fallback flows and UX Claude · GPT · Grokthe fallback flows (email OTP, OAuth) a consumer app actually needs when a device lacks a passkey

What would move the rank — the models’ fix lines, unified

  • Passkeys cannot be initial signup factor GPTPasskeys cannot be the initial signup factor—users must first verify an email or phone
  • Fewer drop-in UI components Claude · GeminiLacks drop-in UI widgets, requiring teams to design, code, and test their own login layouts and credential management interfaces.
  • Higher costs at very large scale GrokHigher costs at very large scale compared to some alternatives

Restructured from verbatim model output · nothing invented · every quote machine-verified

GPT #2Claude #1Gemini #5Grok #2

Purpose-built consumer auth API with passkeys as a first-class primitive rather than a bolt-on — clean REST/backend SDKs, native mobile SDKs (iOS/Android) that wrap platform passkey APIs correctly, and the fallback flows (email OTP, OAuth) a consumer app actually needs when a device lacks a passkey; usage pricing scales sanely for consumer MAU volumes. Assumption: you want a hosted API, not self-hosted infra.

GPT Excellent consumer-specific APIs and SDKs, polished prebuilt login, flexible sessions, fraud controls, and a generous 10,000-MAU free tier; strongest near-tie when abuse prevention and multiple fallback methods matter.

Grok Passwordless-first design with deep native passkey support, excellent fraud detection/recovery flows, clean APIs, and strong consumer UX focus (magic links + passkeys); high real-world value for teams wanting minimal friction and strong security without bolting on features.

Gemini A highly flexible, API-first headless platform that simplifies passkey creation, Related Origin Requests, and auto-upgrades without forcing pre-packaged frontend wrappers.

Where Stytch falls short, per the models

  • GPT Passkeys cannot be the initial signup factor—users must first verify an email or phone—so it is not for truly passkey-first onboarding.
  • Claude You're wiring flows yourself — it ships fewer polished prebuilt UI components than Clerk, so teams wanting drop-in screens do more frontend work.
  • Gemini Lacks drop-in UI widgets, requiring teams to design, code, and test their own login layouts and credential management interfaces.
  • Grok Higher costs at very large scale compared to some alternatives; not the broadest enterprise SSO toolkit out-of-the-box.

Top alternatives per the models: Clerk · Corbado · Hanko · SimpleWebAuthn

GPT #1Claude #4Gemini #3

Best overall balance of B2B-native organizations, tenant-level authentication policies, SAML/OIDC SSO, SCIM with group-to-role mapping, RBAC, M2M auth, and an embeddable self-service admin portal; unlimited organizations, five SSO/SCIM connections, and 10,000 MAUs free make it unusually strong value.

Gemini Highly customizable API-first architecture designed around B2B Organization primitives, providing granular programmatic control over tenant onboarding, multi-tenant discovery, RBAC, SAML SSO, and SCIM directory sync.

Claude Modern, developer-first API with a clean Organizations + RBAC data model, native SSO/SCIM, and strong session/M2M and fraud-prevention primitives; competitive, transparent pricing and good docs make it a strong value pick for teams building B2B auth fresh in 2026.

Where Stytch falls short, per the models

  • GPT Cloud-only and proprietary, so it is not for teams requiring self-hosting, air-gapped deployment, or infrastructure-level control.
  • Claude Younger enterprise track record and smaller ecosystem than Okta/Auth0; fewer prebuilt UI/admin components mean you assemble more yourself.
  • Gemini Lacks plug-and-play, pre-built admin portals for self-serve tenant IT administration, requiring developers to build custom management UI.

Top alternatives per the models: WorkOS · Frontegg · Clerk · Auth0

GPT #2Claude #3Gemini #4

Near-tie with Descope; mature iOS, Android, and React Native SDKs, strong REST/backend APIs, secure session handling, primary-or-secondary passkey use, recovery options, and 10,000 free MAUs

Claude Excellent developer-experience WebAuthn/passkey APIs with well-maintained native iOS/Android SDKs, flexible headless primitives (not just prebuilt UI), and a broader auth platform (OTP, OAuth, sessions, fraud/device fingerprinting) so passkeys sit inside a complete stack.

Gemini Exceptional developer experience offering native mobile SDKs that seamlessly integrate passkeys with multi-modal fallback authentication (biometrics, magic links, OTP) and managed session state.

Where Stytch falls short, per the models

  • GPT A user must verify an email or phone through another factor before registering a passkey, preventing true passkey-first onboarding
  • Claude Usage-based pricing scales with MAUs and can get expensive at consumer scale; you're adopting a full auth vendor, more than a focused passkey component.
  • Gemini Not for teams needing budget-friendly scaling or highly customized user schema migrations due to opinionated platform architecture and tier pricing.

Top alternatives per the models: Corbado · Apple Authentication Services + Android Credential Manager · Descope · Authsignal

#3🔑 Best enterprise SSO APIs for B2B SaaS3/3 models · updated 2026-08-03
GPT #2Claude #3Gemini #4

Strongest value for a new B2B identity stack: native organizations, SSO, SCIM, RBAC, JIT provisioning, and an embeddable admin portal, with five enterprise connections and 10,000 active users free.

Claude Strong developer-first B2B suite — SSO (SAML/OIDC), SCIM, RBAC, and organizations modeled as first-class primitives, with clean APIs and honest usage-based pricing; genuinely competes with WorkOS on the same B2B use case. Near-tie with #4 on B2B focus.

Gemini Developer-first headless auth API with clear organization-level multi-tenancy, clean SAML/OIDC SSO endpoints, and transparent usage pricing without forced UI templates.

Where Stytch falls short, per the models

  • GPT It is best adopted as the primary authentication system, not as a lightweight SSO layer over a mature existing stack.
  • Claude Younger ecosystem and smaller enterprise track record than Okta; you're betting on a platform still filling out the long tail of IdP edge cases and integrations.
  • Gemini Requires developers to build their own frontend enterprise connection management portals.

Top alternatives per the models: WorkOS · Auth0 · Descope · Frontegg

GPT #3Claude Gemini #4

Strongest choice when Stytch already owns authentication: SCIM changes directly update members, revoke deprovisioned users’ sessions, remove roles, support group-to-RBAC mappings and emit webhooks without application-side identity glue.

Gemini Seamlessly unifies B2B user authentication with enterprise SCIM provisioning, providing flexible API primitives and granular webhooks for teams building modern multi-tenant apps.

Where Stytch falls short, per the models

  • GPT Not a clean standalone SCIM layer for teams retaining another authentication system.
  • Gemini Adds unnecessary overhead and cost if your application only requires a standalone SCIM endpoint rather than a complete auth stack.

Top alternatives per the models: WorkOS · Scalekit · Okta · Microsoft Entra ID

#5🔐 Best Authentication provider for B2B SaaS2/4 models · updated 2026-07-19
GPT #2Claude #5Gemini Grok

Deep organization-first model, strong SDKs and APIs, granular tenant policies, MFA, RBAC, SSO, SCIM, M2M authentication, and embeddable customer-admin tooling with unusually transparent usage pricing

Claude Strong B2B-specific product (organizations, SSO, SCIM, RBAC as first-class primitives) with modern passwordless/passkey support and device-fingerprinting fraud tooling; API-first design gives more backend flexibility than Clerk while covering the same enterprise checklist.

Where Stytch falls short, per the models

  • GPT Its separate B2B architecture is awkward for products where personal accounts and organizational accounts must blend seamlessly
  • Claude Smaller ecosystem and community than the picks above — fewer integrations, examples, and hires who already know it; overlaps heavily with WorkOS/Clerk without clearly beating either, so it's usually the pick only when its fraud/passwordless stack matters.

Top alternatives per the models: WorkOS · Clerk · Auth0 · Descope

GPT Claude #4Gemini #4Grok

The strongest option on the inbound side of agent auth — making YOUR product an OAuth 2.1/PKCE identity provider so third-party agents and remote MCP clients can get user-consented, scoped tokens to your APIs; clean developer experience, dynamic client registration, and consent screens out of the box, which matters as every SaaS scrambles to expose an MCP server safely.

Gemini A developer-first IAM platform offering dedicated support for agent-to-app authentication, agent detection, and user-to-agent consent flows using standard OAuth 2.0/OIDC and Model Context Protocol (MCP).

Where Stytch falls short, per the models

  • Claude Covers agents calling into your app, not your agent calling out to third-party tools — teams needing outbound token brokering must pair it with something like Arcade, Composio, or Nango.
  • Gemini Only provides the authentication layer and does not handle token vaulting, automatic refreshing, or proxying requests for third-party SaaS APIs.

Top alternatives per the models: Arcade · Composio · Nango · Auth0 for GenAI

GPT #2Claude Gemini Grok

Near-tie with WorkOS and arguably stronger for deeply tenant-specific authentication: native isolated organizations, per-organization policies and RBAC, organization discovery, SSO, SCIM, JIT provisioning, M2M authentication, embedded administration, and transparent usage pricing

Where Stytch falls short, per the models

  • GPT Its ecosystem, integration catalog, and accumulated production guidance remain smaller than Auth0’s

Top alternatives per the models: WorkOS · PropelAuth · Descope · Clerk

GPT Claude Gemini #4Grok

Provides developer-first identity with Connected Apps and OAuth token vaulting, offering clean end-user consent flows, automatic token refresh, and reliable session isolation across web and agent interactions.

Where Stytch falls short, per the models

  • Gemini Focuses purely on identity and token vaulting rather than agent tool orchestration or MCP runtime execution, meaning it is not for teams seeking built-in tool registries or agent-level policy gates.

Poll history — On this board 1 of 2 polls since Aug 3 — off it in the latest

#7

Top alternatives per the models: Arcade · Composio · Nango · Auth0

#9🔑 Best AI agent authentication tool1/4 models · updated 2026-07-15
GPT Claude #4Gemini Grok

Best-in-class for the inbound direction — turning your product into an OAuth 2.1 authorization server so third-party agents and MCP clients can connect with dynamic client registration, granular scopes, and user consent, with strong docs and a developer experience that gets a remote MCP server authenticated in hours.

Where Stytch falls short, per the models

  • Claude Weakest on the outbound side (your agent calling other services) and on fine-grained data authorization — most teams pair it with an FGA-style layer rather than using it alone.

Top alternatives per the models: Arcade · Auth0 · Composio · Descope

GPT #5Claude Gemini

Excellent managed developer experience with first-class M2M clients, scoped short-lived JWTs, local verification, metadata, management APIs, and clean integration with B2B organizations and RBAC.

Where Stytch falls short, per the models

  • GPT Its machine credential and proof-of-possession choices are narrower than Auth0 or SPIRE, making it weaker for advanced high-assurance deployments.

Top alternatives per the models: Auth0 · SPIFFE/SPIRE · Keycloak · HashiCorp Vault

Head-to-head — how the models call it

Watch Stytch

Boards re-poll weekly and the models change their minds. One short email only when Stytch's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.

Embed your ranking badge

Stytch ranks #1 for best passkey authentication api for consumer apps by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.

Stytch — ranked #1 for Best passkey authentication API for consumer apps by AI models on ModelsAgree
Markdown (README)
[![Stytch — ranked #1 for Best passkey authentication API for consumer apps by AI models on ModelsAgree](https://modelsagree.com/badge/stytch.svg)](https://modelsagree.com/best/best-passkey-authentication-api-for-consumer-apps?utm_source=badge&utm_medium=embed&utm_campaign=badge-stytch)
HTML
<a href="https://modelsagree.com/best/best-passkey-authentication-api-for-consumer-apps?utm_source=badge&utm_medium=embed&utm_campaign=badge-stytch"><img src="https://modelsagree.com/badge/stytch.svg" alt="Stytch — ranked #1 for Best passkey authentication API for consumer apps by AI models on ModelsAgree" height="28"></a>

Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology