Canny vs Featurebase: Which Feedback Tool Is Right for You?

Canny and Featurebase both help you collect customer feedback, run a public roadmap, and ship a changelog. They diverge on pricing model and scope. Canny bills by tracked users and stays focused on feedback. Featurebase bills per seat and bundles a support inbox and live chat alongside the feedback toolkit.

Canny is a focused feedback tool billed by tracked users, with AI Autopilot included on every plan. Featurebase is a feedback-plus-support platform billed per seat, with its Fibi AI agent charged separately at $0.29 per resolution. Pick Canny if you want feedback only and an engaged community in the hundreds. Pick Featurebase if you want feedback and support in one tool. If you want an open-source option with no per-seat or tracked-user billing, Quackback is free to self-host.

Pricing last verified May 2026. Vendors may change plans without notice. Check each vendor's pricing page for the latest figures.

If you're evaluating both tools in 2026, the right choice comes down to how you want to be billed and how wide a net you want to cast. A team that needs a clean feedback board and a public roadmap has different requirements than a team that wants feedback, a help center, and live chat under one login.

This guide breaks down what each tool does well, where each falls short, how they compare on features and pricing, and when an open-source alternative might be the better path. For a deeper look at Canny's costs, see the Canny pricing breakdown.

Canny overview

Canny is a focused feedback management tool that has been in the market since 2017. It covers the core loop most SaaS teams need: users submit feature requests, vote on the ideas they care about, and get notified when you ship.

The product includes feedback boards, voting, a public roadmap, a changelog, and an AI feature called Autopilot that discovers feedback inside support conversations from tools like Intercom, Zendesk, Freshdesk, Gong, and Zoom. Autopilot attributes that feedback to users and creates posts on your behalf, so your team doesn't comb through tickets by hand.

Pricing

Canny overhauled its pricing in May 2025, moving from per-admin billing to tiered pricing based on tracked users. A tracked user is anyone who has a post, vote, or comment attributed to them in your workspace.

• Free: $0/mo for 25 tracked users, 5 managers, Autopilot AI included
• Core: $19/mo (billed annually) for 100 tracked users, 5 managers, custom domains, content translations
• Pro: $79/mo (billed annually) for 100 tracked users, 10 managers, PM integrations (Jira, ClickUp, Linear)
• Business: Custom pricing for 5,000+ tracked users, SSO/SAML, CRM integrations, white-label

Costs climb as you cross tracked-user thresholds. Core runs $19/mo at 100 tracked users, then roughly $49 at 200, $125 at 500, and $249 at 1,000. Pro runs $79/mo at 100, then about $129 at 200, $279 at 500, and $529 at 1,000. Canny auto-upgrades you to the next tier if you exceed your limit, though you can set spend caps. For a full cost breakdown at different scales, see Canny pricing in 2026.

Strengths

• Focused product. Canny does one thing and does it well. The interface is clean and easy to learn. Most teams are running within a day.
• Autopilot AI on every plan. Feedback discovery from support conversations is included even on the free tier. You don't pay extra for AI.
• Mature integrations. Slack, Jira, Linear, GitHub, Intercom, Zendesk, and Salesforce (Business only). The integrations are stable and well-maintained.
• Established product. Nine years in market and thousands of customers. The product is reliable and unlikely to disappear.

Weaknesses

• Tracked-user pricing climbs with engagement. A viral feature request or a support-tool integration pushes you across thresholds quickly. You can set spend caps, but plan for cost growth tied to user activity.
• SSO requires the Business plan. If your organization needs SAML SSO for compliance, you need the Business plan with custom pricing.
• No self-hosting. Canny is hosted SaaS only. There's no way to run it on your own infrastructure or audit the source code.
• PM integrations require Pro. Jira, ClickUp, and Linear are locked to the Pro plan at $79/mo.

For alternatives to Canny, see best Canny alternatives in 2026.

Featurebase overview

Featurebase is a combined feedback and customer support platform that bundles feedback boards, a roadmap, and a changelog with a help center and live chat in a single tool. It targets teams that want to collect feature requests and answer support questions without running two separate products.

The feedback side covers the familiar workflow: users submit ideas, vote, and comment, while you organize requests into boards and publish a roadmap and changelog. The support side adds a shared inbox, a help center, and Fibi, an AI support agent that resolves customer questions. AI Copilot assists human agents inside conversations. This breadth is Featurebase's defining trait: it reaches beyond feedback into the support tooling that companies like Intercom occupy.

Pricing

Featurebase uses per-seat pricing across four tiers. A seat is a team member with admin access to your workspace.

• Free: $0/mo for 1 seat, 1 board, 1 roadmap, unlimited posts, changelog (no AI, no custom domain)
• Growth: $29/seat/month (billed annually) for the Fibi AI agent, AI Copilot, custom domains, integrations, basic analytics
• Professional: $59/seat/month (billed annually) with 20 free Lite seats, workflows, SLAs, user segmentation, API and webhooks
• Enterprise: $99/seat/month (billed annually) with 50 free Lite seats, multi-brand workspace, custom admin roles, and SSO login

The Fibi AI support agent is billed separately at $0.29 per resolution on every paid plan, on top of your seat cost. AI features are not available on the free plan. SSO login is gated to the Enterprise tier. For the feedback-only use case, the free plan covers a single board and roadmap, but you stay on a featurebase.app subdomain until you upgrade.

Strengths

• Feedback plus support in one tool. A shared inbox, a help center, and live chat live alongside your feedback boards. One login, one vendor.
• Genuinely useful free plan. Unlimited posts, one board, one roadmap, and a changelog at no cost. Good enough for an early-stage product collecting its first feedback.
• Outcome-based AI pricing. Fibi charges $0.29 per resolution rather than a flat AI subscription, so you pay for results when the agent actually resolves a ticket.
• Lite seats on higher tiers. Professional and Enterprise include 20 and 50 free Lite seats, which helps when many teammates only need read or light access.

Weaknesses

• Per-seat costs add up. Every admin needs a paid seat. A five-person team on Growth pays $145/mo (annual), and Professional doubles the per-seat rate.
• AI billed on top of seats. Fibi's $0.29 per resolution is separate from your seat cost. High support volume means the AI line item grows independently of headcount.
• SSO requires Enterprise. SAML SSO sits on the most expensive tier at $99/seat/month.
• No self-hosting. Featurebase is hosted SaaS only. No on-premises deployment and no source code to audit.
• Broader than some teams need. If you only want a feedback board and roadmap, the support inbox and live chat add surface area you won't use.

For a head-to-head, see Quackback vs Featurebase.

Feature comparison

Here's how Canny, Featurebase, and Quackback compare across the features that matter for feedback management.

The three tools cover overlapping ground with different boundaries. Canny stays tight on feedback. Featurebase reaches into support. Both gate features (SSO, full AI, PM integrations) behind higher tiers, which is standard for SaaS. Quackback includes all features on every self-hosted installation but requires you to manage your own infrastructure.

Pricing comparison

What each tool costs depends on your team size and how many users interact with your feedback system. Canny scales with tracked users. Featurebase scales with admin seats. Here's a side-by-side estimate at different scales.

Small team (3 admins, 500 feedback users)

Mid-size team (8 admins, 2,000 feedback users)

Larger team (20 admins, 10,000+ feedback users)

Each pricing model scales on a different axis. Canny's tiered tracked-user pricing means costs increase as engagement grows, regardless of team size. Featurebase's per-seat billing means costs grow with the number of admins, plus a separate $0.29-per-resolution charge for Fibi AI. Quackback has no billing model — the software is free, and you pay for your own infrastructure and LLM API usage. The right model depends on which dimension you expect to grow fastest.

When to choose Canny

Canny is the right fit when your primary goal is focused feedback management and you don't want a support inbox bundled in.

Choose Canny if:

• You want a dedicated feedback tool. Boards, voting, roadmap, and changelog, without a help center or live chat layered on top. Your team learns it quickly and users find it intuitive.
• Your engaged feedback community is in the hundreds. Tracked-user pricing stays reasonable when your active voters number in the low hundreds. A smaller, engaged base gets good value from Core or Pro.
• You rely on support-conversation mining. Canny's Autopilot pulls insights out of Intercom, Zendesk, and Freshdesk conversations and is included on every plan, including free.
• You want a mature, established product. Canny has been in market since 2017. The integrations are well-tested and the company isn't going anywhere.

Where Canny struggles: large feedback communities (tracked-user costs become unpredictable), teams that need SSO without Business-tier custom pricing, and organizations that want to own their data or self-host.

When to choose Featurebase

Featurebase is the right fit for teams that want to handle feedback and customer support in one place rather than buying two separate tools.

Choose Featurebase if:

• You want feedback and support together. A shared inbox, help center, live chat, and an AI support agent sit alongside your feedback boards. One vendor handles both jobs.
• You're starting out and want a real free plan. The free tier gives you a board, a roadmap, a changelog, and unlimited posts at no cost, which is enough to validate the workflow before you pay.
• You prefer outcome-based AI billing. Fibi charges $0.29 per resolution rather than a flat AI fee, so the AI cost tracks the value it delivers.
• Your admin count is small and stable. Per-seat pricing rewards lean teams. A two or three person team on Growth keeps the bill modest.

Where Featurebase struggles: teams with many admins (per-seat costs climb fast), organizations that need SSO without the Enterprise tier, teams that only want feedback and don't need the support side, and anyone who wants to self-host.

Consider Quackback if...

Neither Canny nor Featurebase is the only path. If the trade-offs of both tools don't sit well with you, Quackback takes a fundamentally different approach.

You want to avoid vendor lock-in. Quackback is open source under AGPL-3.0. The code is available, auditable, and forkable. You're not dependent on a vendor's pricing decisions, feature roadmap, or continued existence. If Quackback the company disappeared tomorrow, the software keeps running on your server.

You don't want per-seat or tracked-user pricing. No tracked users. No per-seat charges. No feature gates based on plan tiers. One installation gives you everything: feedback boards, voting, a public roadmap, a changelog, 24 integrations, SSO/OIDC, custom branding, and REST API access. Your costs don't grow as your team or user base grows.

You want AI without per-resolution fees or credit caps. Quackback includes duplicate detection, merge suggestions, theme summaries, and feedback ingestion from Slack and email on every installation. You bring your own OpenAI-compatible API key and pay your LLM provider directly. No $0.29-per-resolution charge like Featurebase's Fibi. No tier-dependent access like Canny.

You want an MCP server. Quackback's MCP server implements the Model Context Protocol, the standard supported by Claude, Cursor, and Windsurf. Connect an AI agent and it gets full access to your feedback data across 23 tools: search posts, triage requests, write responses, create changelog entries, and merge duplicates. Neither Canny nor Featurebase offers this.

You want to self-host. Deploy with Docker or on Railway. Your data lives in your PostgreSQL database on your infrastructure. Full control over backups, access, and compliance. This matters for teams with data residency requirements or organizations that can't send customer feedback to a third-party SaaS platform.

The trade-off: you manage your own infrastructure instead of paying a SaaS vendor. For teams with DevOps capacity, a $10–20/mo VPS runs the full platform. For teams that want managed hosting, Quackback Cloud is live, with no per-seat or tracked-user billing.

For detailed head-to-head comparisons, see Quackback vs Canny and Quackback vs Featurebase. For a broader look at the landscape, see best Canny alternatives in 2026.

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Frequently asked questions

Is Canny or Featurebase cheaper?

It depends on your shape. Canny bills by tracked users, so an engaged community in the thousands gets expensive fast. Featurebase bills per seat, so a small team with many feedback users stays cheaper, but per-seat costs climb with admins plus a separate $0.29-per-resolution AI fee.

Does Featurebase include customer support tools?

Yes. Featurebase bundles a shared support inbox, a help center, live chat, and the Fibi AI agent alongside its feedback boards, roadmap, and changelog. Canny stays focused on feedback only. Choose Featurebase for feedback and support in one tool; choose Canny if you only need feedback.

Do Canny or Featurebase offer self-hosting?

No. Both are hosted SaaS products with no self-hosting option. Your feedback data lives on their infrastructure, and you're subject to their pricing changes over time. If self-hosting, data ownership, or open-source licensing matters, Quackback is the primary alternative. It's open source (AGPL-3.0) and deploys with Docker.

How does AI pricing differ between Canny and Featurebase?

Canny includes Autopilot AI on every plan, including the free tier, at no extra cost. Featurebase charges its Fibi agent separately at $0.29 per resolution on top of your seat cost, and AI is unavailable on its free plan. Quackback includes AI; you pay only your own LLM usage.

Which feedback tool has a better free plan?

Both offer one. Canny's free tier allows 25 tracked users, 5 managers, and Autopilot AI. Featurebase's free tier allows 1 seat, 1 board, 1 roadmap, unlimited posts, and a changelog, but no AI. For a free plan with no user or seat caps, Quackback is open source and self-hosted.