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SlateIndex

Comet

New

The Fastest Path to Agents That Work

MLOps PlatformsNew York, NY, United States51–200 employeesFounded 2017

Visibility score
13.6%
New vs last week
Weekly run · Nov 2

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

  • Comet ranks #10 of 61 in MLOps Platforms with an AI visibility score of 13.6 (SlateIndex, Nov 2, 2026).
  • Comet is most visible on ChatGPT (21.3) and least on Google AI Mode (4.8).
  • AI engines name Comet in 13 of the 30 MLOps Platforms buyer prompts SlateIndex tracks.
  • comet.com is the source AI engines cite most in answers about Comet, with 17 citations.

About

Company details for Comet

Opik is an open-source platform for observing, testing and optimizing LLM applications and AI agents, with tracing, evaluations and prompt optimization. It includes Ollie, an assistant inside Opik that reviews traces and suggests fixes. Comet also offers an MLOps platform for experiment tracking, model registry and dataset management. It ranks #10 of 61 in MLOps Platforms on SlateIndex and has a visibility score of 13.6 in the latest weekly run.

Founded in 2017 and headquartered in New York, NY, United States, the company employs 51–200 people. It has raised about $70M. Its differentiator: opik is truly open source, powered by Comet's enterprise-grade infrastructure.

Website
comet.com
Categories
MLOps Platforms
Company size
51–200 employees
Headquarters
New York, NY, United States
Founded
2017
Company type
Private, venture-backed
Funding
Series B · $70M raised
Customers
10,000 · per comet.com/site
Pricing
Free; paid from $19 / mo · usage-based
Free trial
Free plan available
Deployment
Cloud, virtual private cloud, on-premises, or self-hosted open source
Platforms
Python SDK, TypeScript SDK, REST API, MCP server
Integrations
60+ native
Compliance
SOC 2, ISO 27001, ISO 9001, HIPAA, GDPR
Support
Community (Slack and GitHub), Self-service (Ask AI and Opik MCP Server), Email support, Dedicated support team and SLAs, 2-hour response time SLA on Enterprise

Read from linkedin.com, comet.com, g2.com, facebook.com, finsmes.com, siliconangle.com · refreshed Nov 2, 2026.

AI visibility

Latest weekly run · Nov 2 · next run Nov 9

Visibility score
13.6%
across MLOps Platforms answers, weighted by position
ChatGPT21.3%
AI Mode4.8%
Perplexity14.8%
Change
New
vs last week’s run
Category rank
#10 of 61
in MLOps Platforms
Mentions
19
in this week’s run
Share of voice
2.7%
of AI mentions in MLOps Platforms

Visibility score trend

Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.

Now13.6%
30-day change—
High · low13.6% · 13.6%
Rank#10
0%25%50%75%100%Nov 2Comet 14%

Changes appear after the second weekly run in MLOps Platforms. MLflow leads the category at 50.9%.

Media

Website and product screenshots for Comet

All media

AI mentions & citations

Recent answers that name Comet

All prompts

Products & features

What Comet sells

Opik

Open-source AI observability, evaluation and agent optimization platform, also offered as a cloud service.

Comet MLOps

Experiment management, model registry, dataset management and production monitoring for machine learning models.

Ollie

AI assistant inside Opik that analyzes traces, proposes fixes and can edit code through Opik Connect.

Strengths engines cite

  • Free tier for individuals and small projects
  • Robust experiment tracking
  • Great visualization tools
  • Clear, publicly listed pricing

Target market & buyers

AI builders and teams developing LLM applications and agents.

Notable customers include Zencoder, Ancestry, Cepsa, Etsy, Uber, Zappos.

Funding & recent developments

Funding

RoundYearAmount
Seed2018$2M
Series A2021$13M
Series B2021$50M
Latest known roundTotal raised
Series B$70M

Recent developments

  1. Jun 2026ProductCost intelligence launched in Opik

    Morningstar reported a launch of cost intelligence in Opik, Comet's LLM tool.

  2. Dec 2025Productcomet-ml Python SDK 3.55.0 released

    Release 3.55.0 of the comet-ml Python SDK shipped, with releases continuing through 2025.

  3. May 2025CompanyCourt denies Comet ML restraining order request

    A federal judge denied Comet ML's request for a temporary restraining order against the upcoming launch of the COMET browser.

Competitive landscape

How Comet compares with its top three alternatives

All alternatives

Comet most often appears alongside MLflow, Weights & Biases, Amazon SageMaker AI in AI answers.

BrandVisibilityShare of voicevs last weekStarting price
Comet13.6%2.7%NewFree plan
MLflow50.9%9.7%NewPricing not available
Weights & Biases29.7%7%NewPricing not available
Amazon SageMaker AI44.4%8%NewPricing not available
ClearML20.6%4.5%NewFree plan

What AI answers say

Sentiment and themes from the answers that mention this brand

Reviews

Positive 53% · Neutral 42% · Mixed 5% of 19 engine answers that mention Comet

Praised for

  • Free tier for individuals and small projects
  • Robust experiment tracking
  • Great visualization tools
  • Clear, publicly listed pricing

Criticised for

    Pricing

    Usage-based pricing with a free plan

    Full pricing
    Opik Open Source$0free
    Opik Free Cloud$0free plan
    Opik Pro Cloud$19month
    Opik EnterpriseCustomcustom
    MLOps Free$0free plan
    MLOps Pro$19user/month
    MLOps EnterpriseCustomcustom

    Cite as: SlateIndex, “Comet AI visibility profile”, https://slateindex.ai/brand/comet, data of Nov 2, 2026. Licence: CC BY 4.0.