Reflet vs Canny: Open Source Alternative to Canny in 2026
Looking for a Canny alternative? Compare Reflet and Canny on pricing, open source, self-hosting, and features. Find out which product feedback tool is right for your team.
Damien Schneider, Founder8 min read
Canny is one of the most well-known product feedback platforms, but it comes at a steep price — and with no self-hosting option. If you are searching for an open source Canny alternative that gives you full control over your data without a four-figure monthly bill, Reflet is worth a serious look.
This page compares Reflet and Canny across the dimensions that matter most: features, pricing model, open-source access, and self-hosting.
At a Glance
Pricing: Where Canny Gets Complicated
Canny uses a tracked user pricing model, which means costs can escalate quickly and unpredictably as your product grows. Here is how their plans break down in 2026:
- Free: Up to 25 tracked users. In late 2025, Canny retired legacy free plans for users exceeding this limit.
- Core ($19/mo): 100+ tracked users, one feedback board, one roadmap, one integration.
- Pro (from $99/mo): Unlimited roadmaps, PM integrations (Jira, Linear, Asana), user segmentation. Scales to $379/mo at 700 users and $579/mo at 1,250 users.
- Business: Custom pricing. Required for SSO and — importantly — for removing Canny branding, which is treated as an additional paid upsell even at this tier.
The tracked user model creates a growth penalty: the more engaged your users are, the more you pay. A viral feature request can push you into a higher tier overnight.
Reflet's pricing is flat and predictable:
- Starter (Free): Unlimited posts, public roadmap and changelog, 1 admin, embeddable widget included.
- Growth ($15/mo): Everything in Starter plus additional admins, priority support, and advanced customization.
- Business ($49/mo): Full team management, RBAC, SSO, and custom integrations.
Feature Comparison
Where Reflet Has an Edge
Open Source and Self-Hostable
Canny is a fully closed-source SaaS product. There is no self-hosting option — your data lives on Canny's servers and you are bound by their pricing changes, which have now occurred four times. Reflet is open source under the SSPL license. You can inspect the code, audit security practices, and deploy the entire stack on your own infrastructure.
This matters most for teams with data residency requirements, compliance mandates, or a philosophical preference for owning their own tooling.
Embeddable Widget SDK
Reflet ships a drop-in widget that lets your users submit feedback without ever leaving your app. The React integration is two lines:
<RefletProvider publicKey="fb_pub_...">
<FeedbackButton />
</RefletProvider>
You can also use the lower-level hooks — useFeedbackList, useVote — to build a fully custom UI on top of the same data. Everything is TypeScript-first with full type definitions. Canny offers a widget, but it is less flexible and requires separate configuration for branding alignment.
Two-Way GitHub Sync
Reflet closes the feedback-to-code-to-shipped loop automatically. Link a feedback post to a GitHub issue, and when the PR that resolves it merges:
- The feedback status moves to Shipped without any manual action.
- A changelog entry is auto-generated with the PR title and linked commits.
This bidirectional sync means your roadmap and changelog stay accurate without a dedicated person maintaining them. Canny has no equivalent — status updates are always manual.
AI Triage: Auto-Tag, Score, and Deduplicate
Reflet's AI triage runs the moment feedback arrives. In milliseconds it:
- Auto-tags the post with relevant labels (e.g., UX, Productivity, Performance) at 94% confidence.
- Scores priority based on the content and historical voting patterns.
- Estimates complexity (e.g., ~2 hours for a small UI tweak).
- Detects duplicates and surfaces the closest existing post with a match score (e.g., 87% match).
This keeps your board clean and makes it easy to act on high-signal feedback immediately.
Real-Time Collaboration
Reflet is built on Convex, a backend that provides true real-time synchronization out of the box. When a team member updates a feedback item's status or a user leaves a comment, all connected clients update instantly — no polling, no page refresh. Canny offers some real-time updates but is primarily server-rendered, which makes the experience feel less responsive in collaborative scenarios.
Predictable, Usage-Independent Pricing
Reflet's pricing is not tied to the number of tracked users. You are not penalized for having an engaged community. This makes budgeting straightforward and removes the anxiety of a popular post sending you into a higher tier.
White-Label Without the Upsell
Reflet includes custom branding, custom CSS, and custom domain support without treating them as premium add-ons. On Canny, removing Canny branding requires the Business plan — and is listed as an additional upsell even at that tier.
Where Canny Has an Edge
More Mature AI Ecosystem
Both Reflet and Canny offer AI-powered feedback triage, but Canny's Autopilot feature has been in production longer and covers a wider range of automation — including auto-responding to users and routing posts to different boards based on content. Reflet's AI triage (auto-tagging, priority scoring, complexity estimation, duplicate detection) handles the most impactful parts of the workflow, but if you need deep AI automation across every step of your feedback process, Canny's Autopilot is more mature today.
Broader Native Integration Catalog
Canny has been in market since 2016 and has a broader set of native integrations and a larger community of users who have solved common deployment problems. If you have a specific integration requirement, Canny's catalog is wider. Reflet covers Slack, Discord, GitHub, Jira, Linear, and webhooks for custom integrations.
Enterprise Compliance
Canny's Business plan includes SSO integrations and enterprise-grade support SLAs. If your procurement process requires formal compliance certifications, Canny has more of this infrastructure in place.
Pricing Side-by-Side
Pricing comparison
Reflet
- Free tier
- Unlimited posts, public roadmap & changelog, 1 admin, embeddable widget
- Paid plans
- Growth $15/mo, Business $49/mo — flat pricing, not per tracked user
- Enterprise
- Custom pricing with SSO and dedicated support
Canny
- Free tier
- Limited to 25 tracked users
- Paid plans
- Core $19/mo, Pro from $99/mo (scales to $579/mo+)
- Enterprise
- Custom — required for white-label and SSO
When to Choose Reflet
- Your team values open-source software and code transparency
- You want the option to self-host and keep data on your own servers
- Predictable pricing matters more than usage-based scaling
- You need an embeddable widget SDK with a TypeScript-first API
- You want automated status updates and changelog generation via GitHub sync
- You need AI triage (auto-tagging, scoring, deduplication) without paying for Canny's higher tiers
- You need custom branding without paying for an enterprise tier
- You are a startup, indie developer, or small-to-mid-size team on a budget
- Real-time collaboration is important to your internal team workflow
When to Choose Canny
- You need Canny Autopilot's deeper AI automation (auto-response, multi-board routing)
- You need SOC 2 compliance or enterprise-level support contracts
- You rely on a specific native Canny integration that Reflet does not yet offer
- Your team prefers a vendor-managed, zero-maintenance SaaS deployment
- Budget is not a constraint
The Bottom Line
Canny is a polished product, but its closed-source model, tracked-user pricing, and escalating costs make it a poor fit for many teams — particularly startups and developers who want transparency and control.
Reflet covers the same core feature set — feedback boards with upvoting, kanban roadmap, changelog, custom branding, team management with RBAC — while adding open-source access, self-hosting, an embeddable widget SDK, two-way GitHub sync, and AI triage as first-class features. Canny's Autopilot is more mature for deep AI workflows, but for the vast majority of teams Reflet's triage capabilities are more than sufficient. For teams that value developer experience, predictable pricing, and the feedback-to-shipped automation loop, Reflet is the stronger choice.
Ready to try Reflet? Start for free or explore the open-source repository on GitHub.