Compare

Feedback tools, compared.

Every comparison and alternatives guide we've written, in one place: Crumb against Canny, UserVoice, Productboard, Featurebase, and Fider, plus head-to-heads, pricing breakdowns, and roundups that cover the wider field.

We make Crumb, so weigh our take accordingly. Each page lists its sources and the date we checked them. Competitor prices and features come from each vendor's own site, and every one of these products is capable; confirm details with the vendor before you decide.

How to choose a feedback tool

Most feedback tools look alike on a features page: a place for customers to send requests, a way to rank them, a roadmap, and some kind of update when things ship. The differences that matter show up in five places, and it's worth deciding where you stand on each before you read any comparison, ours included.

1. What signal you rank by

Voting boards rank by how many people asked. That works well for consumer products and open-source projects, where every user counts about the same. B2B teams often care more about who asked: one request from an account paying six figures can outweigh fifty upvotes from free users. Some tools weigh votes by revenue, some sort by the ARR behind each request, and some leave it to a scoring formula your product team maintains. Pick the signal first, then the tool.

2. What makes the bill grow

Feedback tools price on very different axes: tracked users (the customers who post, vote, or comment), seats, makers, feedback volume, or a flat price per workspace. Two tools that cost the same today can be far apart in a year. Price each option at the customer count and team size you expect next year, and check whether the price is published at all or arrives after a demo.

3. Where the integrations sit

The issue tracker your engineers use and the CRM that holds account revenue decide how much copying and pasting you'll do. Check that both are supported, then check which plan they're on: CRM sync and SSO often sit a tier or two above the entry price.

4. How customers hear back

A feedback program only builds trust if people learn what happened to their request. Look at what triggers an update (a status change, a reply, a ship), how it's delivered, and whether customers who never visit your board still hear about it.

5. Who runs it, and where the data lives

Hosted tools take the operations off your plate. Open-source tools you can self-host keep feedback in your own database instead of a third party's, at the cost of running a server. If that matters to you, start with the open-source roundup below.

Once you know your answers, the pages below go deep on specific tools. If you're replacing one tool, start with its alternatives roundup; if you've narrowed it to two, start with the head-to-head.

Crumb vs another tool

Crumb vs Canny

The open-source Canny alternative: revenue weighting instead of upvotes, flat pricing instead of tracked users, and self-hosting.

Crumb vs UserVoice

A free, open-source UserVoice alternative with public pricing, feature by feature, plus costs at three team sizes and a migration guide.

Crumb vs Productboard

A lightweight alternative to a full product management platform: the customer feedback loop, prioritized by ARR, with a migration path.

Crumb vs Fider

Two AGPL-licensed, self-hostable tools with different scope: a public voting board, or in-app feedback tied to account revenue.

Crumb vs Featurebase

An open-source Featurebase alternative: a flat price instead of per-seat billing, feedback tied to account ARR, and self-hosting.

Guides, roundups, and head-to-heads

9 best UserVoice alternatives (2026, free & paid)

Nine UserVoice alternatives with who each fits, real limitations, and starting prices, including free and open-source options.

9 best Canny alternatives (2026, free & paid)

Nine Canny alternatives, hosted and open source, grouped by type: feedback boards, support suites, product management platforms, and self-hosted tools.

Canny vs Featurebase (2026)

Tracked-user pricing against per-seat pricing, a focused feedback tool against a support and feedback suite: features, costs, and migration.

Canny vs Productboard (2026)

A customer feedback portal against a product management platform: what each is for, features side by side, and how their pricing works.

Canny vs UserVoice (2026)

Self-serve with public tiered prices against a quote-only enterprise platform: features, pricing, revenue weighting, integrations, and migration.

Canny pricing, explained (2026)

What Canny costs at 100, 1,000, and 5,000 tracked users, what counts as a tracked user, which features sit on which plan, and a cost estimator.

The 5 best open-source feedback tools in 2026

Crumb, Fider, Quackback, ClearFlask, and LogChimp compared on license, stack, hosting, and what each is best at, plus tools to avoid.

See the revenue behind every request.

Free and open source to self-host. One click to start on Crumb Cloud.