FeatureOS vs Canny vs Featurebase
Three-Way 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.
The Quick Version
Same starting point, different bets
Canny
Vote-based feedback boards with Autopilot import
From $228/year
Featurebase
Feedback boards with a built-in live chat pivot
From $348/year
FeatureOS
Full feedback loop: boards, roadmap, changelog, docs, surveys
Free, then $600/year
Pricing Comparison
Canny charges per tracked user. Featurebase and FeatureOS charge per seat. But the numbers are different.
Solo or 1 seat
Canny
$228/year (Core)
No integrations, no API
Featurebase
$348/year (Growth)
1 seat, AI resolution fees extra
FeatureOS
$0/year (Free)
2 seats, all core modules
Bottom Line
FeatureOS free plan handles this
5 seats, need integrations
Canny
$948/year (Pro)
100+ tracked users
Featurebase
$1,740/year (Growth)
5 seats, $0.29/AI resolution
FeatureOS
$600/year (Starter)
5 seats, Jira/Slack, AI included
Bottom Line
FeatureOS saves $348-$1,140/year
10 seats, growing team
Canny
$5,000-$8,000/year
Custom pricing territory
Featurebase
$7,080/year (Professional)
10 seats
FeatureOS
$1,200/year (Growth)
10 seats, SSO, API, whitelabeling
Bottom Line
FeatureOS saves $3,800-$6,800/year
15 seats, large team
Canny
$10,000+/year
Enterprise contracts
Featurebase
$10,620/year (Professional)
15 seats
FeatureOS
$2,500/year (Business)
15+ seats, dedicated CSM
Bottom Line
FeatureOS saves $7,500-$8,120/year
Feature Comparison
All three side by side
| Feature | FeatureOS 18/20 | Canny 12/20 | Featurebase 15/20 |
|---|---|---|---|
| Core Modules | |||
| Feedback Boards | |||
| Product Roadmaps | |||
| Changelog / Release Notes | |||
| In-app Surveys & Forms | |||
| Knowledge Base / Docs | |||
| Live Chat Platform | |||
| Feedback Collection | |||
| In-app Feedback Widget | |||
| Public Voting Portal | |||
| Users Can See Each Other's Ideas | |||
| Guest Submissions | |||
| Autopilot (cross-channel import) | |||
| AI & Analysis | |||
| AI Sentiment Analysis | |||
| AI Duplicate Detection | |||
| AI Included in Plan | |||
| Integrations | |||
| Jira / Linear / GitHub | |||
| API Access | |||
| Pricing & Access | |||
| Unlimited End Users | |||
| SSO | |||
| White-labeling | |||
| Seat-based Pricing | |||
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 charges $0.29 per AI resolution plus a $19/agent add-on. 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
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
Ready to See for Yourself?
Full platform, 30 days, no credit card. Coming from Canny or Featurebase? We'll handle the data migration.
30-day trial - No credit card - Migration help included
Frequently Asked Questions
Common questions when comparing Canny, Featurebase, and FeatureOS.
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 jumps to custom pricing around $5,000-$8,000/year, 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 charges per resolution ($0.29 each) plus a $19/agent monthly add-on, 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 has a free plan too, and it includes more (all five modules). 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.
Can't find what you're looking for? Contact us at support@featureos.app
Dig Deeper
Head-to-head breakdowns if you've narrowed it down