# Canny vs Featurebase vs FeatureOS (2026) - Pricing, Features, Verdict

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.

- 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
- Page: https://featureos.com/compare/featureos-vs-canny-vs-featurebase

## Pricing comparison

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

| Scenario | Canny | Featurebase | FeatureOS | Bottom line |
| --- | --- | --- | --- | --- |
| Solo or 1 seat | $0 (Free) (25 tracked users, no PM integrations) | $348/year (Growth) (1 seat, AI resolution fees extra) | $600/year (Starter) (5 seats, all core modules) | Canny and Featurebase are cheaper for one seat |
| 5 seats, need integrations | $948/year (Pro) (From $79/mo yearly, rises with tracked users) | $1,740/year (Growth) (5 seats, AI usage billed separately) | $600/year (Starter) (5 seats, Jira/Slack, AI included) | FeatureOS saves $348-$1,140/year |
| 10 seats, growing team | From $948/year (Pro) (Rises with tracked users) | $7,080/year (Professional) (10 seats) | $1,200/year (Growth) (10 seats, SSO, API, whitelabeling) | FeatureOS saves $5,880/year vs Featurebase |
| 15 seats, large team | Custom (Business) (Quote from Canny) | $10,620/year (Professional) (15 seats) | $2,500/year (Business) (15+ seats, dedicated CSM) | FeatureOS saves $8,120/year vs Featurebase |

## Feature comparison

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

## What Sets Them Apart

- **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.

## So Which One Do You Pick?

### 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

## FAQ

### How are Canny, Featurebase, and FeatureOS different?

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.

### Which one costs the least for a growing team?

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.

### What's the deal with Featurebase pivoting to live chat?

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.

### Does Canny have AI features?

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.

### Do any of them include surveys?

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.

### Which tool is best for a small startup?

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.

### Can I switch from Canny or Featurebase to FeatureOS?

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.

### What about knowledge bases?

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.

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Source: https://featureos.com/compare/featureos-vs-canny-vs-featurebase
Product overview: https://featureos.com/featureos.md