Opaline vs ClearML: Which is Better in 2026?
Choosing between Opaline and ClearML comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Bottom line: ClearML wins this matchup. Google Analytics is our overall Analytics pick. Google Analytics is our free Analytics pick. Pick Opaline if you need analytics.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Opaline
Visualize coding agent activity and unlock team learning
Best for you if:
- • You want free tier provides substantial value for small teams
- • You want deep visibility into coding agent behavior and team usage
ClearML
Open-source MLOps platform for experiment tracking
Best for you if:
- • You want mLOps platform
- • You want experiment tracking
| At a Glance | Opaline | ClearML |
|---|---|---|
Starts at | FreeFree tier available | FreeFree tier available |
Best For | Analytics | Developer Tools |
Rating | - | 4.7/5G2 4.7 |
Free plan | Yes | Yes |
Watch out for | $1,000 annual platform fee on Enterprise | n/a |
Choose Opaline or ClearML?
Choose Opaline if
Visualize coding agent activity and unlock team learning
- You want free tier provides substantial value for small teams
- You want deep visibility into coding agent behavior and team usage
- Your work is analytics-shaped, not developer tools-shaped
Choose ClearML if
Open-source MLOps platform for experiment tracking
- You want mLOps platform
- You want experiment tracking
- Your work is developer tools-shaped, not analytics-shaped
| Feature | Opaline | ClearML |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | No ratings yet | ★4.7/5 13 reviews |
| Categories | AnalyticsDeveloper Tools | Developer ToolsAnalytics |
In-Depth Analysis
Opaline
Visualize coding agent activity and unlock team learning
The free tier is genuinely generous, giving three members and 50,000 agent runs per month at $0, and Basic at $21 per member per year-billed is a fair entry point for unlimited teams and runs.
Watch out
$1,000 annual platform fee on Enterprise
Strengths
- +Free tier provides substantial value for small teams
- +Deep visibility into coding agent behavior and team usage
- +Helps identify learning opportunities and common failure patterns
Weaknesses
- -Advanced analytics and enterprise features require paid plans
- -Limited to coding agents; no support for other AI tools or general development analytics
Key features
ClearML
Open-source MLOps platform for experiment tracking
ClearML's pricing is quite generous, especially with its robust Community tier offering 100GB storage and 1M API calls for free.
Strengths
- +MLOps platform
- +Experiment tracking
- +Data management
- +Open source core
- +Self-hostable
Weaknesses
- -Learning curve
- -UI complex
- -Documentation dense
- -Enterprise expensive
- -Smaller community
Key features
Pricing: Opaline vs ClearML
| Plan | Opaline | ClearML |
|---|---|---|
| Tier 1 | $0 Free | Free Community |
| Tier 2 | $21 per member/month (Billed yearly) Basic | $15 month per user Pro |
| Tier 3 | $42 per member/month (Billed yearly) Business | custom Scale |
| Tier 4 | From $85 per member/month + $1,000 annual platform fee Enterprise | custom Enterprise |
Pricing verified from each vendor's public pricing page. Compare in detail on Opaline pricing and ClearML pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Opaline
Want the highest-rated option?
ClearML is rated 4.7/5. Opaline has no ratings yet.
Go with: ClearML
Value user reviews?
Opaline: no ratings yet. ClearML: 13 reviews (4.7/5).
Go with: ClearML
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Opaline is a analytics tool. ClearML is in developer tools. Pick the category that matches your needs.
How important are ratings?
ClearML is rated 4.7/5; Opaline has no ratings yet.
Key Takeaways
ClearML
- Free tier available
- Our pick for this comparison
Opaline
- Better fit for analytics
The Bottom Line
ClearML wins this matchup. Google Analytics is our overall Analytics pick. Google Analytics is our free Analytics pick.
Frequently Asked Questions
Is Opaline or ClearML better?
ClearML is rated in our evaluation. Both are freemium.
What are Opaline and ClearML used for?
Opaline: Visualize coding agent activity and unlock team learning. ClearML: Open-source MLOps platform for experiment tracking.
What does Opaline cost vs ClearML?
Opaline is freemium (free tier + paid plans). ClearML is freemium (free tier + paid plans). Visit their websites for detailed pricing.