ClearML vs Spotlight by Backplanes: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for ClearML and Spotlight by Backplanes side by side. This page compares data; it is not a hands-on review.
On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
ClearML
Open-source MLOps platform for experiment tracking
Spotlight by Backplanes
Understand, improve, and track your AI agent sessions
Best for you if:
- • You want a tool that provides deep visibility into AI agent behavior that is otherwise invisible
| At a Glance | ClearML | Spotlight by Backplanes |
|---|---|---|
Starts at | Free plan, paid from $15/user/mo, billed monthly Pro plan | Free 100% free |
Category | Analytics Developer Tools | Developer Tools Analytics |
Rating | 4.7/5 G2 4.7 13 reviews | n/a |
Free plan | Yes | Yes |
Choose ClearML or Spotlight by Backplanes?
Choose ClearML if
- You need analytics features specifically.
Choose Spotlight by Backplanes if
- You want a tool that provides deep visibility into AI agent behavior that is otherwise invisible
- You want a tool that helps optimize agent performance and identify cost-saving opportunities
In-Depth Analysis
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
- Pro: MLOps platform
- Pro: Experiment tracking
- Pro: Data management
- Pro: Open source core
- Pro: Self-hostable
Weaknesses
- Con: Learning curve
- Con: UI complex
- Con: Documentation dense
- Con: Enterprise expensive
- Con: Smaller community
Key features
Spotlight by Backplanes
Understand, improve, and track your AI agent sessions
Strengths
- Pro: Provides deep visibility into AI agent behavior that is otherwise invisible.
- Pro: Helps optimize agent performance and identify cost-saving opportunities.
- Pro: Offers tailored reports for different organizational roles (security, engineering, finance).
- Pro: Free for individuals and teams, making it accessible.
- Pro: Easy installation via a single command-line script.
Weaknesses
- Con: Supports specific AI agent platforms (Claude Code and Codex), limiting broader applicability.
- Con: Org-level features for attribution and specific controls require direct contact with the vendor for setup.
Key features
Plans and prices: ClearML vs Spotlight by Backplanes
| Tool | Plans and prices | Source |
|---|---|---|
| ClearML |
| clear.ml/pricing read Nov 2, 2026 |
| Spotlight by Backplanes | No plan prices on file | backplanes.com |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on ClearML pricing and Spotlight by Backplanes pricing.
Key Takeaways
ClearML
- Worth considering for analytics
Spotlight by Backplanes
- Worth considering for developer tools
What the data shows
On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
- Only ClearML has a published user rating (4.7/5 from 13 reviews); Spotlight by Backplanes has none we can show.
- ClearML starts at $15/user/mo, billed monthly; Spotlight by Backplanes has no public paid plan price on file.
- Both have a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do ClearML and Spotlight by Backplanes compare in 2026?
On the data below the two are close or not directly comparable, so we do not name a winner for this pair. Only ClearML has a published user rating (4.7/5 from 13 reviews); Spotlight by Backplanes has none we can show. ClearML starts at $15/user/mo, billed monthly; Spotlight by Backplanes has no public paid plan price on file. Both have a free plan.
What are ClearML and Spotlight by Backplanes used for?
ClearML: Open-source MLOps platform for experiment tracking. Spotlight by Backplanes: Understand, improve, and track your AI agent sessions.
What does ClearML cost vs Spotlight by Backplanes?
ClearML's cheapest paid plan is Pro at $15/user/mo, billed monthly; it also has a free plan. Spotlight by Backplanes is free. Prices read on the vendors' pricing pages, latest check Nov 2, 2026.
What's the main difference between ClearML and Spotlight by Backplanes?
ClearML's main strength: MLOps platform. Spotlight by Backplanes's main strength: provides deep visibility into AI agent behavior that is otherwise invisible.
Spotted an outdated price or a wrong fact? Suggest a correction: we check it against the vendor's own page. Work for one of these vendors? Claim your listing to update it yourself.