ClearML vs Evidently AI
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
ClearML is the stronger AI pick in MLOps Platforms: it has a visibility score of 20.6 versus 2.4 for Evidently AI, and ranks ahead in 100% of the answers that name both.
Choose ClearML if…
- You want the brand AI engines rank higher (20.6 vs 2.4)
- You need a self-hosted or on-premises option
- You prefer a larger, established vendor (11–50 employees)
- open-source flexibility
Choose Evidently AI if…
- AI answers describe it more positively (50% vs 43% positive)
- 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
AI visibility side by side
Latest weekly run · Nov 2
| Metric | ClearML | Evidently AI |
|---|---|---|
| Visibility score | 20.6% | 2.4% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #8 | #25 |
| Share of voice | 4.5% | 0.9% |
| Mentions this run | 30 | 7 |
| Positive in AI answers | 43% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
ClearML 0pp · Evidently AI 0pp over 0 weekly runs.
Engine by engine
ClearML leads on 3 of 3 engines
Head to head in AI answers
3 engine answers name both brands
| Prompt | Engine | ClearML | Evidently AI |
|---|---|---|---|
| Best MLOps platform for startups | ChatGPT | #1 | #10 |
| Alternatives to the most popular MLOps platform | Perplexity | #3 | #19 |
| Official website of the top MLOps platform vendors | Perplexity | #12 | #19 |
Features, pricing & fit
| Dimension | ClearML | Evidently AI |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $15 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | Hosted servers, self-hosted, or a managed service in a VPC, on-premises (including air-gapped) or hybrid. | The open-source version runs on the customer's own infrastructure; Evidently Cloud runs on managed infrastructure. |
| Support | Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise) | — |
| Founded | 2016 | 2020 |
| Headquarters | Tel Aviv, Israel | San Francisco, CA, United States |
| Employees | 11–50 | 1–10 |
| Funding | Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised | Seed · $1M raised |
| Best for | Individuals, researchers and small teams on the free plan, growing AI teams on Pro, and enterprises running GPU clusters for multiple large projects. | AI and ML teams that want open-source evaluation, testing and monitoring for LLM applications and predictive models. |
Plans side by side
ClearML
Evidently AI
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
ClearML
- open-source flexibility
- transparent, clear pricing with a free self-hosted tier
- end-to-end MLOps coverage in one platform
- GPU orchestration and pipeline automation
- affordable choice for cost-conscious teams
Evidently AI
- 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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “ClearML vs Evidently AI”, https://slateindex.ai/compare/clearml-vs-evidently-ai, data of Nov 2, 2026. Licence: CC BY 4.0.