AnyscaleProduction-scale AI with Ray
vs
Fiddler AIThe Control Plane for Enterprise AI Agents
Comparison · MLOps Platforms · weekly run Nov 2
Anyscale vs Fiddler AI
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Anyscale is the stronger AI pick in MLOps Platforms: it has a visibility score of 0.6 versus 0.6 for Fiddler AI.
Choose Anyscale if…
- You need ISO/IEC 27001 coverage
- You prefer a larger, established vendor (201–500 employees)
Choose Fiddler AI if…
- You want a free plan to start
- You need a self-hosted or on-premises option
- You need HIPAA coverage
- Integrates with observability and logging tools
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Anyscale | Fiddler AI |
|---|---|---|
| Visibility score | 0.6% | 0.6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #43 | #44 |
| Share of voice | 0.3% | 0.3% |
| Mentions this run | 2 | 2 |
| Positive in AI answers | — | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Anyscale 0pp · Fiddler AI 0pp over 0 weekly runs.
Engine by engine
Anyscale leads on 0 of 3 engines
ChatGPT
AI Mode
Perplexity
AnyscaleFiddler AI
Head to head in AI answers
0 engine answers name both brands
0Anyscale ranked higher
0Fiddler AI ranked higher
Features, pricing & fit
| Dimension | Anyscale | Fiddler AI |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | Contact sales | Free; paid from $0.002 / mo |
| Free plan | No | Yes |
| Deployment | Hosted by Anyscale, or Bring Your Own Cloud (BYOC) inside the customer's own cloud or on-prem | SaaS, VPC, or on-premises |
| Integrations | — | 100+ |
| Compliance | SOC 2 Type II, ISO/IEC 27001 | SOC 2 Type II, HIPAA |
| Support | Business-hours support with 5 case submissions on hosted plans, 24x7 expert support with BYOC, Enterprise SLAs with 24x7 coverage and unlimited case submissions, Documentation, discussion forum and Slack community for Ray | White-glove support with dedicated communication channels, Named Customer Success Manager on the Enterprise plan |
| Founded | 2019 | 2018 |
| Headquarters | San Francisco, California, USA | Palo Alto, California, United States |
| Employees | 201–500 | 51–200 |
| Funding | Series C (second tranche) | Series B extension · $100M raised |
| Best for | Python teams and foundation model builders that run data-intensive training, batch inference and data curation workloads on their own GPUs. | Enterprises deploying AI agents and predictive models, especially highly regulated industries such as financial services, healthcare, insurance and government. |
Plans side by side
Anyscale
Pay as you goCustomusage (compute hours)
Committed contractsCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
Anyscale
Profile in progress.
Fiddler AI
- Integrates with observability and logging tools
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Anyscale vs Fiddler AI”, https://slateindex.ai/compare/anyscale-vs-fiddler-ai, data of Nov 2, 2026. Licence: CC BY 4.0.