ArizeThe agent observability and evaluation platform.
vs
FlyteDurable AI runtime for training, serving and agent workloads
Comparison · MLOps Platforms · weekly run Nov 2
Arize vs Flyte
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Arize is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.5 versus 0.9 for Flyte.
Choose Arize if…
- You want the brand AI engines rank higher (1.5 vs 0.9)
- You need ISO 27001 or PCI DSS or HIPAA or GDPR coverage
Choose Flyte if…
- AI answers describe it more positively (33% vs 20% positive)
- You need SOC 2 Type I coverage
- Recommended as an open-source, portable MLOps foundation
- Named among specialized tools in vendor comparison lists
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Arize | Flyte |
|---|---|---|
| Visibility score | 1.5% | 0.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #34 | #39 |
| Share of voice | 0.7% | 0.4% |
| Mentions this run | 5 | 3 |
| Positive in AI answers | 20% | 33% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Arize 0pp · Flyte 0pp over 0 weekly runs.
Engine by engine
Arize leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
ArizeFlyte
Head to head in AI answers
0 engine answers name both brands
0Arize ranked higher
0Flyte ranked higher
Features, pricing & fit
| Dimension | Arize | Flyte |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Free; paid from $50 / mo | — |
| Free plan | Yes | — |
| Deployment | SaaS, with self-hosted deployment on the Enterprise plan; Phoenix runs locally or self-hosted. | Open source, self-hosted by the user on their own Kubernetes cluster, or managed Enterprise Flyte on Union.ai, with the data plane in the customer's cloud. |
| Integrations | 40+ | — |
| Compliance | SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, GDPR | SOC 2 Type II, SOC 2 Type I |
| Support | Community, Email, Dedicated support on Enterprise | — |
| Founded | 2020 | — |
| Headquarters | — | Bellevue, Washington |
| Employees | 51–200 | — |
| Funding | Series B-1 extension · $131M raised | Series A extension (completed Feb 2026, $38.1M total) · $67M raised |
| Best for | AI engineering teams building and running production AI agents and LLM applications who need observability and evaluations. | Teams running training, serving and agent workloads that need automatic recovery from failures. |
Plans side by side
Flyte
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Arize
Profile in progress.
Flyte
- Recommended as an open-source, portable MLOps foundation
- Named among specialized tools in vendor comparison lists
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Arize vs Flyte”, https://slateindex.ai/compare/arize-vs-flyte, data of Nov 2, 2026. Licence: CC BY 4.0.