Comparison

Baseten vs DVC

On the evidence we track, Baseten leads this comparison with a composite score of 76/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Baseten76
DVC57
Score
Vioscale score
Baseten76 / 100medium · 73%
DVC57 / 100low · 45%
Pricing
Free tier
Baseten
DVC
Model
Price level
Basetenlow
DVCfree
Transparent
Baseten
DVC
Integrations
Count
Baseten3
DVC6
Security
Disclosure policy
Baseten
DVC
Gdpr
Baseten
DVC
Hipaa
Baseten
DVC
Pci
Baseten
DVC
Scorecard
Baseten
DVC5.6
Soc2
Baseten
DVC
Reliability
Sla pct
Baseten99.99
DVC
Status page
Baseten
DVC
Adoption
Dependent repos
Baseten
DVC12
Github stars
Baseten
Activity
Commits last 30d
Baseten
DVC6
Release
Cadence days
Baseten
DVC25
History
Baseten
License
Spdx
Baseten
Language
Primary
Baseten
Market
Availability

Capabilities

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

Core
Tool role
BasetenModel serving
DVCAgent / RAG framework
Deployment
Self-hostable / OSS core
Baseten
DVC
Managed cloud available
Baseten
DVC
On-prem / VPC deployment
Baseten
DVC
Observability
LLM tracing / observability
Baseten
DVC-
Evaluation (offline / LLM-judge / human)
Baseten
DVC-
Dev
Prompt management + versioning
Baseten
DVC-
Tracking
Experiment tracking / model registry
Baseten
DVC
Serving
Model serving / inference endpoint
Baseten
DVC-
Interop
OpenTelemetry / OpenLLMetry compatible
Baseten
DVC-
Framework-agnostic
Baseten
DVC
Gateway
Multi-provider model support
Baseten
DVC
Data
No-train-on-customer-data guarantee
Baseten-
DVC-

What each one is

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

Baseten

Leader

An infrastructure platform that handles serving, optimizing, and scaling machine learning models across multiple clouds. Offers both managed cloud and self-hosted deployment options with built-in performance tuning, autoscaling, and 99.99% uptime reliability.

Independently observed

DVC

A command-line tool that enables data science teams to version control datasets and models alongside code using Git-based workflows. It supports experiment tracking, local execution without servers, multi-step data pipelines, and integration with cloud storage providers.

Independently observed

Pricing

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

Baseten

Leader
HybridFree tier

Free tier with pay-as-you-go compute ($0.01/min for basic instances). Pro and Enterprise plans available via quote with volume discounts.

  • BasicFree
    • Dedicated deployments
    • Model APIs
    • Training
    • Fast cold starts
    • SOC 2 Type II and HIPAA compliant
    • +1 more
  • ProContact sales
    • Everything in Basic
    • Priority access to high-demand GPUs
    • Dedicated compute
    • Higher Model API rate limits
    • Hands-on engineering expertise
    • +1 more
  • EnterpriseContact sales
    • Everything in Pro
    • Custom SLAs
    • Self-host deployments
    • On-demand flex compute
    • Use existing cloud commitments
    • +4 more
as of verify ↗

DVC

Open sourceFree tier

Free and open source

as of verify ↗

Platform & deployment

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

Platforms
Web
Baseten
DVC
macOS
Baseten
DVC
Windows
Baseten
DVC
Linux
Baseten
DVC
CLI
Baseten
DVC
Deployment
Cloud / SaaS
Baseten
DVC
Self-hosted
Baseten
DVC
On-premise
Baseten
DVC
Hybrid
Baseten
DVC

Integrations

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

Baseten

Leader
3 total
  • Plotly
  • OpenAI-compatible endpoint
  • Truss
Independently observed

DVC

6 total
  • S3
  • Azure
  • Google Cloud Storage
  • Hydra
  • WebDAV
  • SSH
Independently observed

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

Baseten vs DVC: an evidence-based comparison · Vioscale