Alternatives
Best ClearML alternatives in 2026
Data compiled by Toolradar Updated How we rate
Cite this list: Toolradar, best ClearML alternatives 2026, toolradar.com/alternatives/clearml
5 direct alternatives to ClearML and 3 more tools in the same category, compared on pricing, features, and best-for use cases. Pick the right replacement without the marketing fluff.
Quick answer
- Weights & Biases is the top alternative to ClearML on our list, followed by MLflow and Comet ML.
- 5 of the 8 alternatives have a free plan, starting with Weights & Biases.
- Highest rated: Microsoft Excel, 4.8 out of 5 from 22,705 ratings, Sep 2026.
- 8 alternatives
- 5 direct
- 5 with a free plan
Top 3 alternatives to ClearML
Weights & Biases
#1 Top pickTrack, compare, and share ML experiments and models
Starting price
From $60 /mo
Cheapest paid plan, monthly, as of November 2026
4.6 /5 on G2 · 57 ratings, Aug 2026
Our take
Best overall
MLflow
#2Manage your ML lifecycle: track, register, and deploy models
Pricing
Free
4.3 /5 on SourceForge · 67 ratings, May 2026
Comet ML
#3Machine learning experiment tracking platform
Starting price
From $19 /mo
Cheapest paid plan, monthly, as of November 2026
4.3 /5 on G2 · 26 ratings, Sep 2026
ClearML vs 8 alternatives
| Tool | Starting price (Nov 2026) | Free plan | Rating | Fit |
|---|---|---|---|---|
 | Price: $15/mo | Free plan: Yes | 4.7 out of 5, from 13 ratings on G2 (13) | |
| Price: $60/mo | Free plan: Yes | 4.6 out of 5, from 57 ratings on G2 (57) | Direct alternative |
| Price: Free | Free plan: Yes | 4.3 out of 5, from 67 ratings on SourceForge (67) | Direct alternative |
| Price: $19/mo | Free plan: No | 4.3 out of 5, from 26 ratings on G2 (26) | Direct alternative |
| Price: Free | Free plan: Yes | 4.5 out of 5, from 22 ratings on G2 (22) | Direct alternative | |
 | Price: $150/mo | Free plan: No | n/a | Direct alternative |
 | Price: $9.99/mo | Free plan: Yes | 4.8 out of 5, from 22,705 ratings across G2 and Capterra (22,705) | Same category as ClearML |
 | Price: $35/mo | Free plan: Yes | 4.5 out of 5, from 34,413 ratings across G2 and Capterra (34,413) | Same category as ClearML |
 | Price: Usage-based | Free plan: No | 4.3 out of 5, from 2,007 ratings on G2 (2,007) | Same category as ClearML |
Why people consider alternatives to ClearML
ClearML tracks machine learning experiments and manages model lifecycle without lock-in. Log metrics, compare runs, manage datasets-MLOps infrastructure you can self-host or run in their cloud.
Teams most often switch away when one of these starts to bite:
- Pricing at scale as usage or premium tiers add up.
- Missing integrations with the rest of your stack.
- Performance or scale limits as your needs grow.
- A specific feature gap you have hit in analytics.
The 5 direct alternatives below cover the same core job (analytics) with different trade-offs. The 3 tools marked "Same category as ClearML" fit the category but replace ClearML less directly.
ClearML by the numbers
Toolradar data: ClearML's entry paid plan ($15/user/mo, billed monthly) ranks #29 of 71 (joint) for price among the Workflow Automation tools with a verified entry price per user, where the median is $18/user/mo. As of Nov 2026.
| Metric | ClearML | Peer median | Position (1 is best) |
|---|---|---|---|
| Entry paid plan | $15/user/mo, billed monthly | $18/user/mo | #29 of 71 (joint) tools priced per user, verified price |
| Free plan | Yes | 36% have one | n/a |
| Listed as an alternative to | 10 tools | 2 | #136 of 1036 (joint) |
| Compare-page visits, last 30 days | 51 visits | 33 | #46 of 185 (joint) tools with 20+ compare-page visits |
Listed as an alternative to: #105 on 2026-10-16 to #136 on 2026-11-03 (rank among 1036 tools, 1 is best).
Each position is counted among the tools that have data for that row, as noted under it. A lower entry price ranks higher; prices are read on vendor pages and compared only with tools priced on the same basis. All Workflow Automation data · How we compute this. Advertising and placement fees are not inputs to any position. Visit counts include visits from every source.
Cite this: Toolradar, “ClearML by the numbers”, Nov 2026.
Analytics leaderboards from Toolradar data
Toolradar ranks Analytics tools on one measure at a time, only where at least 8 tools have data. As of Nov 2026.
Lowest entry price, plans with no stated unit
Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.
Counted among 325 tools with no stated price unit, verified price.
| # | Tool | Entry plan |
|---|---|---|
| 1 | Algolia | $0.50/mo |
| 2 | Pollfish | $0.95/mo |
| 3 | Prelude | $1/mo |
| 3 | Whitespark | $1/mo, billed monthly |
| 5 | LogDNA | $1.50/mo, billed monthly |
Lowest entry price, per-user plans
Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.
Counted among 56 tools priced per user, verified price.
| # | Tool | Entry plan |
|---|---|---|
| 1 | Flowace | $3/user/mo, billed monthly |
| 1 | Primalogik | $3/user/mo, billed monthly |
| 1 | Toolscase Timetracker | $3/user/mo, billed monthly |
| 4 | Desklog | $3.50/user/mo, billed monthly |
| 5 | Claude Usage Tracker | $4/user/mo, billed monthly |
Lowest entry price, flat team plans
Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.
Counted among 40 tools priced as a flat team plan, verified price.
| # | Tool | Entry plan |
|---|---|---|
| 1 | Ditto Music | $1.58/mo flat, billed yearly |
| 2 | TrustPulse | $9/mo flat, billed monthly |
| 3 | Ausha | $15/mo flat, billed yearly |
| 3 | Sparkpost | $15/mo flat, billed monthly |
| 5 | Captivate | $17/mo flat, billed yearly |
Most media coverage, last 30 days
Number of distinct articles published in the last 30 days by independent press, blogs and newsletters that mention the tool. A story carried by several outlets counts once; the vendor's own blog, review sites, forums and republishing sites do not count.
Counted among 26 tools mentioned in the last 30 days.
| # | Tool | Articles |
|---|---|---|
| 1 | Google Ads | 51 articles |
| 2 | AppLovin | 10 articles |
| 3 | Trump Accounts | 6 articles |
| 4 | SerpAPI | 5 articles |
| 5 | AdMob | 4 articles |
A position exists only when at least 8 tools have data for that metric. 438 of 1304 Analytics tools have a verified price; the others publish none we could read (often "contact sales"). Advertising and placement fees are not inputs to any position. Visit counts include visits from every source. How we compute this. Cite this: Toolradar, “Analytics leaderboards”, Nov 2026. Data licensed CC BY 4.0. All Analytics statistics.
8 alternatives to ClearML
Direct alternatives come first, ranked by G2 and Capterra ratings, media mentions, and editor review. Tools marked "Same category as ClearML" follow, ranked the same way.
- 1
Weights & Biases
Free planTrack, compare, and share ML experiments and models
4.6 /5 on G2 · 57 ratings, Aug 2026
From $60/mo, billed monthly; free plan available
- 2
MLflow
100% freeManage your ML lifecycle: track, register, and deploy models
4.3 /5 on SourceForge · 67 ratings, May 2026
Free
- 3
Comet ML
PaidMachine learning experiment tracking platform
4.3 /5 on G2 · 26 ratings, Sep 2026
From $19/user/mo, billed monthly
- 4
Kubeflow
100% freeThe open-source foundation for building and deploying AI platforms on Kubernetes.
4.5 /5 on G2 · 22 ratings, Oct 2026
Free
- 5
Neptune.ai
Free planExperiment tracking for ML teams
From $150/user/mo, billed monthly; free plan available
- 6
Microsoft Excel
Free plan Battle-tested at scaleIndustry-standard spreadsheet software
4.8 /5 across G2 and Capterra · 22,705 ratings, Sep 2026
From $9.99/mo, billed monthly; free plan available
Same category as ClearML
- 7
SurveyMonkey
Free plan Battle-tested at scaleGather feedback faster with pre-built templates and powerful analysis
4.5 /5 across G2 and Capterra · 34,413 ratings, Sep 2026
From $35/mo, billed monthly; free plan available
Same category as ClearML
- 8
Google Ads
Paid Battle-tested at scaleReach customers across Google's network with AI-powered campaigns
4.3 /5 on G2 · 2,007 ratings, Mar 2026
Price not published
Same category as ClearML
Frequently asked questions
What is the best alternative to ClearML?
Based on real-signal scoring (G2 and Capterra ratings, media mentions, and editorial review), the top alternatives to ClearML are Weights & Biases, MLflow, Comet ML. Each solves the same core job with different trade-offs on pricing, features, and integrations.
Is there a free alternative to ClearML?
Yes. MLflow is 100% free (no paid upgrade path) (Manage your ML lifecycle: track, register, and deploy models). Freemium tools on this list offer a free tier with paid upgrades; they are not the same as fully free.
Why do people look for ClearML alternatives?
Common reasons teams switch away from ClearML: pricing that scales aggressively, missing integrations with the rest of their stack, performance or scale limits, or a specific feature gap in analytics. The alternatives on this page solve the same core problem with different trade-offs.
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.
Side-by-side comparisons
In-depth comparison pages for ClearML versus each alternative.
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