BI + AI · Hex Alternative

Qrly vs Hex

Hex is a notebook product where embedding requires every external viewer to hold a Hex account — there is no true embed portal. Qrly is BI + AI in one self-hostable platform: natural-language Ask (NL→SQL) on your choice of local LLM (Ollama, LM Studio) or cloud (Claude, Gemini, OpenAI, Azure), live dashboards, and embedded analytics via signed-JWT for unlimited customer tenants — no external accounts required.

Qrly wins

BI + AI in one self-hosted platform, flat pricing

  • AI Ask (NL→SQL) across 12+ database dialects
  • BYO LLM: local Ollama / LM Studio, or Claude / Gemini / OpenAI / Azure
  • Embedded analytics via signed-JWT — no external Hex accounts needed
  • AI anomaly detection, schema descriptions, performance analyzer
  • Multi-tenant with PostgreSQL row-level security
  • Flat license for unlimited users — no Enterprise Server pricing
Tie / depends

Developer ergonomics & Git workflow

  • Both handle Markdown everywhere
  • Both have CLI tools (gh for Hex Tech, queryly CLI for Qrly)
  • Both integrate tightly with Git commits and PRs
  • Both expose REST and GraphQL APIs
Hex wins

Native Git workflow & developer mindshare

  • PR-to-issue linking is genuinely unbeatable
  • Free in public open-source repos
  • Enormous developer mindshare — zero training
  • Hex Tech Projects view is solid for repo work
  • Already open in the tab next to the code
Feature
Recommended Qrly Self-hosted · Belgium
Hex Hex Tech / Microsoft
Self-hostable on your own infra
Included
GHES — full Hex Tech stack, pricey
No cap / story-point ceremony required
Included
No forced caps
Built-in customer embed portal
Included
External users need Hex Tech accounts
Native Alert with auto-escalation
Included
No Alert concept
Native scheduled subscription (4 providers)
Included
No native inbound email
Query language with history (WAS, CHANGED)
QQL
Weak search, no history ops
Azure AD + Google + LDAP + Basic simultaneously
Included
SAML SSO, no LDAP
OIDC SSO user provisioning
Included
Enterprise tier only
AI with on-prem option (Ollama, LM Studio)
Included
Copilot is cloud-only
Multi-tenant architecture out of the box
Included
Orgs are hard boundaries
Tableau data import on day 1
Native importer
3rd-party tools only
Flat pricing (unlimited users)
Included
GHE is per-user / month
Productive in under 5 minutes
Included
Hex Tech is fast to start
EU data residency (native, not a tier)
Included
Only via GHES on-prem
No marketplace plugin required for basics
Included
Hex Tech Marketplace / Actions
Boards, dashboard, roadmaps
Included
Projects — basic vs dedicated boards
REST API + webhooks
Included
Included
Advanced Roadmaps / portfolio planning
Included
Projects is not a roadmap product
Confluence-style wiki included
Question docs
Repo wikis basic, Pages for docs
Legend Included Partial / extra cost Not available
01 / Embedded Analytics

External users cannot file questions

A customer hits a bug. To report it, they need a Hex Tech account. For a B2B product — especially one whose buyers are legal, finance, HR or procurement — that is a non-starter. You cannot route support into a tracker that requires your users to sign up for a developer platform they have never heard of, agree to a third-party terms of service, and then figure out where your public repo actually lives.

Qrly ships with a dedicated customer portal plus native scheduled subscription. Customers reply to an email and a question appears, attached to the right project, Alert clock already running. No account creation, no external identity provider, no learning curve. Just a web form for people who want one, and an inbox for people who do not.

02 / Business logic

No priority, severity, Alert

Labels are strings. "priority: high" is indistinguishable from "priority: hihg" to the system. There is no enforcement, no ordering, no escalation when a P1 question sits for six hours, and no way to say "this field is required before a question can be closed". Hex simply was not designed to enforce business policy on top of engineering work — that was never its job.

Qrly has first-class priority, severity and type fields with real validation, required-field rules per workflow state, and a native Alert engine that auto-fan-outs breaches before a customer has to write a second email. You can finally answer the question "which P1 questions are currently past due" with a single query instead of a spreadsheet.

03 / Repo boundary

The wrong shape for a company

Issues live in a repo. Priorities, labels and milestones are per-repo. Cross-repo queries are painful and slow. Hex Tech Projects aggregates across repos, but it cannot enforce policy: if you have 50 repos, you have 50 places where a label can drift, a priority can mean something different, or a required field can silently vanish after a maintainer edit.

Qrly's tenant → project → question hierarchy is the actual shape of a business. Priorities, types, severities and Alerts are defined once at the tenant level and respected everywhere below. New projects inherit the rules automatically. You spend the time on the work, not on keeping 50 repo configurations in sync.

04 / Hidden cost

The enterprise bill bundles everything

Hex Tech Enterprise sits at roughly €21/user/month (as of 2026-04). That number does not buy you "better Issues" — it buys Issues plus repos plus Actions minutes plus Copilot Pro plus Packages plus advanced security, all folded into one line on the invoice. If your goal is a company-wide tracker and a embedded analytics, you are paying for five things you do not need to get the one thing you actually want.

Qrly is priced as a flat license for unlimited users. You pay for the tracker and the embedded analytics because that is what you want. The rest of your Git infrastructure — Hex Tech Free, Hex Tech Team, or a fully self-hosted Git server — stays exactly where it is, at exactly the price you already pay.

Qrly — The Pulse

Annual flat fee · per tenant · cheapest tier
  • Annual fee per tenant €1,875
  • Users inside tenant Unlimited
  • Embedded Analytics portal Included
  • alerts and subscriptions Included
  • OIDC, SSO, on-prem AI Included
  • Self-hosting Included
3-year TCO (single tenant, 50 users): €5,625
Annual flat fee per tenant. Unlimited users & projects inside the tenant. Multi-tenant deployments scale tier-by-tier.

Hex Tech Enterprise (context)

Per-seat monthly · Hex Tech Cloud or GHES
  • Hex Tech Free (public repos) €0
  • Hex Tech Team (private repos) ~€4 / user / mo
  • Hex Tech Enterprise Cloud ~€21 / user / mo
  • GHES self-host Similar per-user, annual
  • Embedded Analytics portal Not applicable
  • alerts and subscriptions Not applicable
3-year TCO (50 users, Enterprise): ≈ €37,800
Note: bundles repos, Actions, Copilot Pro and Packages — not an apples-to-apples tracker comparison.

The standard migration path

Qrly's Hex Tech importer talks directly to the REST and GraphQL APIs. No ETL pipeline required.

  1. Export issues via API. Use the Hex Tech REST or GraphQL API to pull issues, PR comments, labels, milestones, assignees and cross-references. A personal access token or Hex Tech App is enough.
  2. Map repos to Qrly projects. Repos become projects (or group an entire Org under a tenant). Labels become labels, milestones become releases, assignees match by email or Hex Tech login.
  3. Import issues with comments. Qrly preserves comments, cross-references and threading. Original Hex Tech issue links are kept as external references so deep links in old Slack messages and commit footers still resolve.
  4. Bring users in via SAML / OIDC. If you already use Hex Tech SAML, point Qrly at the same identity provider. OIDC handles provisioning without manual invites.
  5. Keep Hex for dev-only work. Most teams leave Hex enabled on dev-facing repos for internal engineering chores and PR-tight bugs, while routing all customer reports, incidents and cross-team work through Qrly.
Does Qrly replace Hex for developers?

It can, but it does not have to. Many teams keep Hex for pure repo-level dev work — PR-linked bugs, chores, refactors — and route everything else (customer reports, incidents, cross-repo epics, Alerts) through Qrly. Qrly integrates with the same Git workflow, so commits and PRs still link cleanly back to questions.

Can Qrly import Hex?

Yes. Qrly's Hex Tech importer reads the REST and GraphQL APIs and pulls issues, comments, labels, milestones, assignees and cross-repo references. Repos become projects (or tenants), labels become labels, milestones become releases. Original Hex Tech links are preserved as external references so old Slack and commit deep-links keep working.

What about the PR-issue linking I love?

Qrly's Git integration supports the same commit-message syntax for closing and linking issues across Hex Tech, GitLab and self-hosted providers. Teams that want the absolute tightest PR view still keep Hex open for the dev-only repo board and mirror customer-facing work into Qrly. The two are complements, not substitutes, for most engineering orgs.

Why not just use Hex Tech Enterprise Server?

Hex Tech Enterprise Server self-hosts the whole Hex Tech platform — repos, Actions, Packages, Copilot and Issues together — with Hex Tech Enterprise pricing attached. If you only need a tracker and a embedded analytics, GHES makes you pay for four other products plus the annual commit. Qrly self-hosts just the tracker, on any Linux box, with no per-seat pricing.

Can customers file questions without a Hex Tech account?

Yes. Qrly ships with a dedicated customer embed portal and native scheduled subscription from four delivery channels. Your end users file a question with their work email — no Hex Tech login, no public repo visibility, no risk of a procurement team accidentally commenting on your open-source project.

Cost for 50 users over 3 years?

€1,875 per year per tenant on the cheapest tier (The Pulse), with unlimited users & projects inside the tenant — €5,625 over three years for a single tenant, with embedded analytics, Alert and on-prem AI already included. Hex Tech Enterprise at roughly €21/user/month lands near €37,800 over three years for 50 users, but that bundles repos, Actions and Copilot — so it is not a clean apples-to-apples comparison.

Keep Hex Tech. Add the tracker Hex was never meant to be.

Priorities, Alerts, embed portal, QQL, scheduled subscription. Self-hostable. Flat pricing. Made in Belgium.