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Home›AI Companies›Comet ML

Comet ML

Developer Tools

ML experiment tracking and LLM evaluation platform

Comet is an ML platform for experiment tracking, model versioning, and LLM evaluation. Monitor production models, run prompt evaluations, and manage the full ML lifecycle.

Top 2%·22K GitHub stars·350K visits/mo
comet.comGitHubPricingXLinkedInYouTube
Comet ML preview

Overall Score

40

Top 2%

of AI companies

Overall Score

40

Top 2%-1 last 90d

GitHub Stars

22K

Python · updated 2d ago

Monthly Visits

350K

2m 35s avg visit

AI Referrals

35 / mo

chatgpt.com, gemini.google.com

Executive summary

Comet is an ML platform for experiment tracking, model versioning, and LLM evaluation. Monitor production models, run prompt evaluations, and manage the full ML lifecycle.

Developer ToolsOpen Source
  • Operates in developer tools.
  • Roughly 350K monthly visits — meaningful audience reach.
  • Active open-source repo with 22K GitHub stars.

Why it ranks

Overall 40/100
  • Traffic is light
    22/100
  • GitHub is strong
    60/100
  • Community is light
    29/100
  • Momentum is light
    24/100

Each dimension is weighted (traffic 20% · community 25% · growth 15% · momentum 15% · innovation 10%) and combined into the overall.

View full analytics →

Recent signals

Latest detected signals across traffic, developer activity and community mentions.

  1. Last GitHub push

    3 days ago
  2. Indexed by indexator.ai

    Mar 28, 2026
  3. GitHub repo created

    May 2023·21,560 stars today
  4. Featured on Product Hunt

    Apr 2018
View all 5 signals →

Traffic & Engagement

May 2026
Monthly Visits
350K
Visit Duration
2m 35s
Pages / Visit
5.82
Bounce Rate
42.4%

Traffic Sources

May 2026
  • direct56.3%
  • searchorganic21.4%
  • socialorganic7.1%
  • referrals5.9%
  • displayads4.1%
  • searchpaid2.5%
  • genai1.0%
  • mail0.9%
  • socialpaid0.6%
  • affiliate0.3%

AI Referrals

35 / mo

Referral growth vs previous period

  • chatgpt.com+199%
  • gemini.google.com+26%

Top Keywords

May 2026
KeywordVolume / MoCPC
comet321,160$0.48
comet ai16,950$3.56
opik4,360$0.69
comet browser85,730$0.67
commet9,580$0.49

Top Countries

  • 🇺🇸US19.4%
  • 🇷🇺RU17.1%
  • 🇮🇳IN11.7%
  • 🌐NG3.9%
  • 🌐PL3.2%

Pricing

from comet.com

Open Source

$0

Pro Cloud

$19

/ monthly

Enterprise

Custom

Free trial available

About Comet ML

Comet is an ML platform for experiment tracking, model versioning, and LLM evaluation. Monitor production models, run prompt evaluations, and manage the full ML lifecycle.

GitHub21,560 stars
LanguagePython
LicenseApache-2.0
Websitecomet.com

Track Comet ML

Get notified when score, traffic, GitHub or community signals change.

Recent signals

Latest detected signals across traffic, developer activity and community mentions.

  1. Last GitHub push

    3 days ago
  2. Indexed by indexator.ai

    Mar 28, 2026
  3. GitHub repo created

    May 2023·21,560 stars today
  4. Featured on Product Hunt

    Apr 2018
  5. Launched on Product Hunt

    Apr 2018·193 upvotes · 14 comments

Score

Score breakdown

Overall 40/100

Six signals, each 0–100, blended into the overall by their listed weight.

22·20%
60·10%
29·25%
24·15%

Score trend

last 90 days

Traffic

Traffic & Engagement

May 2026
Monthly Visits
350K
Visit Duration
2m 35s
Pages / Visit
5.82
Bounce Rate
42.4%

Traffic Sources

May 2026
  • direct56.3%
  • searchorganic21.4%
  • socialorganic7.1%
  • referrals5.9%
  • displayads4.1%
  • searchpaid2.5%
  • genai1.0%
  • mail0.9%
  • socialpaid0.6%
  • affiliate0.3%

Top Countries

  • 🇺🇸US19.4%
  • 🇷🇺RU17.1%
  • 🇮🇳IN11.7%
  • 🌐NG3.9%
  • 🌐PL3.2%

Discovery

AI Referrals

35 / mo

Referral growth vs previous period

  • chatgpt.com+199%
  • gemini.google.com+26%

Top Keywords

May 2026
KeywordVolume / MoCPC
comet321,160$0.48
comet ai16,950$3.56
opik4,360$0.69
comet browser85,730$0.67
commet9,580$0.49

Pricingfrom comet.com ↗
Free trialUSD

Open Source

$0

  • Full AI observability & agent testing feature set
  • True OSS: same codebase as the hosted versions
  • Agent tracing & analysis
  • Test Suites & assertions
  • Agent Playground

Pro Cloud

$19monthly

  • Up to 50 team members
  • 100k spans per month
  • 60-day data retention
  • Customizable monthly span limits
  • Customizable data retention periods

Enterprise

Custom

  • Unlimited team members
  • Flexible deployments
  • Service accounts and view-only users
  • Single sign-on
  • Dedicated support and SLAs
  • SOC 2, ISO 27001, ISO 9001, HIPAA, and GDPR compliance

No community data yet

We have not detected enough reviews, saves or community ratings for this company yet.

Community vote

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Your vote helps improve ranking signals.

GitHub

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

21.6k1.7k228 issues· Python· Apache-2.0· updated 2d ago
evaluationhacktoberfesthacktoberfest2025langchainllama-indexllm
1