vioscale
Comparison

Arize AI vs DSPy

No leader: the top candidate Arize AI has only 0.32 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Arize AI full profile →DSPy full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Arize AI71
DSPy61
Score
Vioscale score
Arize AI71 / 100low · 32%updating
DSPy61 / 100medium · 68%updating
Pricing
Free tier
Arize AI–
DSPy✓
Model
Price level
Arize AI–
DSPyfree
Transparent
Arize AI–
DSPy✓
Integrations
Count
Arize AI25
DSPy1
Security
Gdpr
Arize AI✓
DSPy–
Hipaa
Arize AI✓
DSPy–
Iso27001
Arize AI✓
DSPy–
Pci
Arize AI✓
DSPy–
Soc2
Arize AI✓
DSPy–
Vulnerabilities
Reliability
Status page
Arize AI✓
DSPy✓
Adoption
Dependent repos
Arize AI–
DSPy3
Github stars
Arize AI–
DSPy37,611
Package downloads weekly
Arize AI–
DSPy156,385
Activity
Commits last 30d
Arize AI–
DSPy67
Release
Cadence days
Arize AI–
DSPy18
History
Arize AI–
DSPy20 items
License
Spdx
Arize AI–
DSPyMIT
Language
Primary
Arize AI–
DSPyPython
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Core
Tool role
Arize AIEnd-to-end ML platform
DSPyAgent / RAG framework
Deployment
Self-hostable / OSS core
Arize AI✓
DSPy✓
Managed cloud available
Arize AI✓
DSPy✗
On-prem / VPC deployment
Arize AI✓
DSPy✓
Observability
LLM tracing / observability
Arize AI✓
DSPy✓
Evaluation (offline / LLM-judge / human)
Arize AI✓
DSPy✓
Dev
Prompt management + versioning
Arize AI✓
DSPy✓
Tracking
Experiment tracking / model registry
Arize AI✓
DSPy✗
Serving
Model serving / inference endpoint
Arize AI-
DSPy✗
Interop
OpenTelemetry / OpenLLMetry compatible
Arize AI✓
DSPy✗
Framework-agnostic
Arize AI✓
DSPy✓
Gateway
Multi-provider model support
Arize AI✓
DSPy✓
Data
No-train-on-customer-data guarantee
Arize AI-
DSPyUnknown

What each one is

The product in its own terms, so the numbers below have context.

Arize AI

An AI engineering platform that enables teams to observe agent behavior end-to-end, run evaluations at scale, and systematically improve agents through testing and experimentation, available as both a managed cloud service and self-hosted deployment.

Independently observed

DSPy

A Python framework for developing AI applications through declarative components and modular patterns, with built-in optimization that automatically tunes system performance against defined metrics.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Arize AI

Pricing not documented yet.

DSPy

Open sourceFree tier
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Arize AI✓
DSPy✗
CLI
Arize AI✓
DSPy✓
Deployment
Cloud / SaaS
Arize AI✓
DSPy✗
Self-hosted
Arize AI✓
DSPy✓
On-premise
Arize AI✓
DSPy✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)
  • OpenAI

Arize AI

25 total - 24 not shared
  • Anthropic
  • Azure OpenAI
  • AWS Bedrock
  • Vertex AI
  • Google GenAI
  • NVIDIA NIM
  • Gemini
  • OpenRouter
  • LiteLLM
  • Claude Code
  • Cursor
  • OpenCode
  • LangGraph
  • Vercel AI SDK
  • Mastra
  • CrewAI
  • LlamaIndex
  • DSPy
  • OpenAI Agents SDK
  • Claude Agent SDK
  • BigQuery
  • Databricks
  • Snowflake
  • OpenTelemetry
Independently observed

DSPy

1 total - 0 not shared
  • OpenAI
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.