Evidently AI
NewOpen-source AI evaluation and observability
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
- Evidently AI ranks #25 of 61 in MLOps Platforms with an AI visibility score of 2.4 (SlateIndex, Nov 2, 2026).
- Evidently AI is most visible on ChatGPT (5.4) and least on Google AI Mode (0).
- AI engines name Evidently AI in 7 of the 30 MLOps Platforms buyer prompts SlateIndex tracks.
- amazon.com is the source AI engines cite most in answers about Evidently AI, with 6 citations.
About
Company details for Evidently AI
Evidently AI makes an open-source Python library under Apache 2.0 for evaluating, testing and monitoring LLM applications, RAG systems, AI agents and ML models. The library includes more than 100 built-in metrics, a testing API and reports, and it can run on the customer's own infrastructure. Evidently Cloud is the hosted version, adding tracing, datasets, synthetic data generation, dashboards and alerts. It ranks #25 of 61 in MLOps Platforms on SlateIndex and has a visibility score of 2.4 in the latest weekly run.
Founded in 2020 and headquartered in San Francisco, CA, United States, the company employs 1–10 people. It has raised about $1M. Its differentiator: fully open-source under Apache 2.0, with the evaluation and monitoring framework runnable on the customer's own infrastructure.
- Website
- evidentlyai.com
- Categories
- MLOps Platforms
- Company size
- 1–10 employees
- Headquarters
- San Francisco, CA, United States
- Founded
- 2020
- Company type
- Private, venture-backed
- Funding
- Seed · $1M raised
- Deployment
- The open-source version runs on the customer's own infrastructure; Evidently Cloud runs on managed infrastructure.
Read from linkedin.com, github.com, evidentlyai.com, aiverseworld.com, startupintros.com · refreshed Nov 2, 2026.
AI visibility
Latest weekly run · Nov 2 · next run Nov 9
Visibility score trend
Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.
Changes appear after the second weekly run in MLOps Platforms. MLflow leads the category at 50.9%.
Media
Website and product screenshots for Evidently AI
AI mentions & citations
Recent answers that name Evidently AI
How do companies deploy and monitor machine learning models without a dedicated tool?
How long does it take to roll out an MLOps platform?
Best MLOps platform for startups
Evidently · Prometheus · Grafana
What are the best MLOps Platforms tools in 2026?
Evidently · Arize · WhyLabs
What should an MLOps platform integrate with?
Alternatives to the most popular MLOps platform
For many teams, a practical vendor-neutral stack is ClearML or MLflow for tracking, Dagster or Airflow for orchestration, BentoML or KServe for serving, and Evidently or Arize for monitoring.
Official website of the top MLOps platform vendors
Products & features
What Evidently AI sells
Evidently open-source library
Apache 2.0 Python library with more than 100 built-in evaluation metrics, a testing API and reports.
Evidently Cloud
Hosted product adding tracing, datasets, synthetic data generation, dashboards, alerts and no-code workflows.
Open-source ML monitoring dashboard
Self-hostable monitoring dashboard released as open source in January 2025.
Strengths engines cite
- Listed as a monitoring option in vendor-neutral ML stacks
- Named alongside Prometheus and Grafana in monitoring setups
- Grouped with Arize and WhyLabs as a monitoring tool
Target market & buyers
AI and ML teams, from startups to enterprises.
Funding & recent developments
Funding
| Round | Year | Amount |
|---|---|---|
| Seed | 2021 | $1M |
| Latest known round | Total raised |
|---|---|
| Seed | $1M |
Recent developments
- Nov 2025ProductEvidently 0.7.17 adds LLM tracing and dataset management
Release 0.7.17 brought LLM tracing and dataset management into the open-source library.
- Jan 2025ProductSelf-hostable monitoring dashboard released as open source
The company released a self-hostable ML monitoring dashboard as open source.
Competitive landscape
How Evidently AI compares with its top three alternatives
Evidently AI most often appears alongside MLflow, AWS, Google Vertex AI in AI answers.
| Brand | Visibility | Share of voice | vs last week | Starting price |
|---|---|---|---|---|
| Evidently AI | 2.4% | 0.9% | New | Pricing not available |
| MLflow | 50.9% | 9.7% | New | Pricing not available |
| AWS | 35.7% | 7.5% | New | Pricing not available |
| Google Vertex AI | 33.1% | 7.2% | New | Pricing not available |
| Amazon SageMaker AI | 44.4% | 8% | New | Pricing not available |
What AI answers say
Sentiment and themes from the answers that mention this brand
Positive 50% · Neutral 50% · Mixed 0% of 2 engine answers that mention Evidently AI
Praised for
- Listed as a monitoring option in vendor-neutral ML stacks
- Named alongside Prometheus and Grafana in monitoring setups
- Grouped with Arize and WhyLabs as a monitoring tool
Criticised for
Cite as: SlateIndex, “Evidently AI AI visibility profile”, https://slateindex.ai/brand/evidently-ai, data of Nov 2, 2026. Licence: CC BY 4.0.