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Comparison

Three tools that started with the same idea: collect feedback, let users vote. But they've gone in pretty different directions since then. Here's how they stack up now.

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The Quick Version

Same starting point, different bets

Canny

Vote-based feedback boards with Autopilot import

Free, Pro from $948/year

Featurebase

Feedback boards with a built-in live chat pivot

From $348/year

FeatureOS

Full feedback loop: boards, roadmap, changelog, docs, surveys

$600/year, 14-day free trial

Pricing Comparison

Canny charges per tracked user. Featurebase and FeatureOS charge per seat. But the numbers are different.

Solo or 1 seat

Canny

$0 (Free)

25 tracked users, no PM integrations

Featurebase

$348/year (Growth)

1 seat, AI resolution fees extra

FeatureOS

$600/year (Starter)

5 seats, all core modules

Bottom Line

Canny and Featurebase are cheaper for one seat

5 seats, need integrations

Canny

$948/year (Pro)

From $79/mo yearly, rises with tracked users

Featurebase

$1,740/year (Growth)

5 seats, AI usage billed separately

FeatureOS

$600/year (Starter)

5 seats, Jira/Slack, AI included

Bottom Line

FeatureOS saves $348-$1,140/year

10 seats, growing team

Canny

From $948/year (Pro)

Rises with tracked users

Featurebase

$7,080/year (Professional)

10 seats

FeatureOS

$1,200/year (Growth)

10 seats, SSO, API, whitelabeling

Bottom Line

FeatureOS saves $5,880/year vs Featurebase

15 seats, large team

Canny

Custom (Business)

Quote from Canny

Featurebase

$10,620/year (Professional)

15 seats

FeatureOS

$2,500/year (Business)

15+ seats, dedicated CSM

Bottom Line

FeatureOS saves $8,120/year vs Featurebase

Feature Comparison

All three side by side

Feature FeatureOS 18/20 Canny 12/20 Featurebase 15/20
Core Modules
Feedback Boards Yes Yes Yes
Product Roadmaps Yes Yes Yes
Changelog / Release Notes Yes Yes Yes
In-app Surveys & Forms Yes No No
Knowledge Base / Docs Yes No Yes
Live Chat Platform No No Yes
Feedback Collection
In-app Feedback Widget Yes Yes Yes
Public Voting Portal Yes Yes Yes
Users Can See Each Other's Ideas Yes Yes Yes
Guest Submissions Yes Yes Yes
Autopilot (cross-channel import) No Yes No
AI & Analysis
AI Sentiment Analysis Yes No No
AI Duplicate Detection Yes No No
AI Included in Plan Yes No No
Integrations
Jira / Linear / GitHub Yes Yes Yes
API Access Yes Yes Yes
Pricing & Access
Unlimited End Users Yes No Yes
SSO Yes Yes Yes
White-labeling Yes Yes Yes
Seat-based Pricing Yes No Yes

What Sets Them Apart

Three feedback tools that went in different directions

Pricing Is All Over the Map

Canny's per-user model punishes growth. Featurebase charges per seat but gets pricey at scale ($7,080/year for 10 seats). FeatureOS charges $1,200/year for 10 seats with everything included. The math speaks for itself.

Featurebase Pivoted to Live Chat

Featurebase has been shifting focus toward becoming a live chat platform. That's great if you need chat, but it means feedback features may not get the same attention going forward. Something to factor into a long-term decision.

AI: Three Different Stories

FeatureOS includes AI (sentiment, duplicates, tagging) in the plan. Featurebase bills AI usage on top of seats. Canny has no AI analysis at all. If you're sorting through volume, that adds up.

Where Canny Still Leads

Canny's Autopilot pulls feedback from Intercom, Slack, email, and support tools automatically. If you're drowning in feedback from scattered channels and want it consolidated without manual work, that's Canny's strongest card.

Where Featurebase Has an Edge

If you need live chat baked into your feedback tool, Featurebase is the only one offering it. They also have a knowledge base, similar to FeatureOS. Canny doesn't offer either of those.

Surveys? Only One Option

Neither Canny nor Featurebase has built-in surveys or forms. If you want structured feedback collection beyond a voting board, FeatureOS is the only one of these three that includes it.

Who Uses FeatureOS

Teams that looked at all the options

TRUSTED BY THE BEST

1,500+ teams ship with FeatureOS.

“Pricing felt right. Product felt intuitive. They even built a new feature for us!”
Michael Eckstein, Product Marketing Manager at Buffer
4.1M end users on FeatureOS boards
86% customers over 3+ years with FeatureOS

So Which One Do You Pick?

Depends on what you're optimizing for

Pick Canny if:

  • Auto-importing feedback from scattered channels is critical
  • You have under 100 active users (keeps costs low)
  • You want a focused feedback tool, nothing more
  • You'll handle docs, surveys, and chat with other tools

Pick Featurebase if:

  • You want feedback boards AND live chat in one tool
  • You're a small team and don't mind per-resolution AI fees
  • The pivot to chat actually aligns with what you need
  • Budget for 10+ seats isn't a concern

Pick FeatureOS if:

  • You want feedback, roadmap, changelog, docs, and surveys in one place
  • AI analysis without usage fees matters to you
  • You're growing and pricing needs to stay predictable
  • You'd rather not bet on a tool that's pivoting away from feedback

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Frequently Asked Questions

Common questions when comparing Canny, Featurebase, and FeatureOS.

Have more questions?

All three started as feedback board tools, but they've gone in different directions. Canny is laser-focused on feedback collection with a strong auto-import feature called Autopilot. Featurebase has been pivoting toward live chat and support alongside feedback. FeatureOS covers the full feedback loop - boards, roadmaps, changelog, knowledge base, and surveys in one platform.

FeatureOS, by a significant margin. For a 10-seat team: FeatureOS Growth is $1,200/year, Canny Pro starts at $948/year and rises with tracked users (Business is custom), and Featurebase Professional is $7,080/year. The gap gets wider as you add more people.

Featurebase has been shifting resources toward building a live chat and support platform. That's fine if you need chat, but it raises questions about how much attention the feedback side will get going forward. Worth considering if feedback management is your primary use case.

No. Canny doesn't offer AI-powered analysis like sentiment detection or duplicate merging. FeatureOS includes AI from the Starter plan. Featurebase has AI but bills AI usage on top of seats, so costs scale with usage.

Only FeatureOS. Neither Canny nor Featurebase has built-in forms or surveys. If you want structured feedback collection beyond a voting board, you'd need a separate tool with those two.

Depends on what you value. Canny's free plan works if you just need a basic board with no integrations. FeatureOS offers a 14-day free trial on all plans, extendable to 30 days, so you can try all five modules before committing. Featurebase's cheapest plan starts at $348/year for a single seat. For most small teams, FeatureOS gives you the most room to grow without hitting price walls.

Yes. FeatureOS offers free migration help. Reach out to the support team and they'll move your feedback, votes, and comments over. It's a pretty routine process at this point.

FeatureOS and Featurebase both have built-in knowledge bases. Canny doesn't. If self-service documentation is important to you, that narrows the field to two.

Dig Deeper

Head-to-head breakdowns if you've narrowed it down

vs FeatureOS vs Canny Detailed pricing calculator and feature breakdown vs FeatureOS vs Featurebase Full comparison including the live chat pivot FeatureOS Pricing Every plan laid out - no "contact us" walls

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