# DVC

- **Canonical URI:** https://www.vioscale.ai/software/dvc
- **Category:** MLOps & LLMOps Tools
- **Homepage:** https://dvc.org
- **Also known as:** dvc
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-05T13:13:35.554Z

## Vioscale score

**66.1 / 100**, confidence 34% (low).

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 100 | 0.058 | 5.8 | ✓ |
| reliability | 0 | 0.07 | 0 | - |
| capabilities | 74.7 | 0.187 | 14 | ✓ |
| github_stars | 79.2 | 0.029 | 2.3 | ✓ |
| integrations | 41.6 | 0.105 | 4.4 | ✓ |
| github_activity | 26.6 | 0.105 | 2.8 | ✓ |
| release_cadence | 91.1 | 0.058 | 5.3 | ✓ |
| security_posture | 0 | 0.07 | 0 | - |
| package_downloads | 0 | 0.152 | 0 | - |
| pricing_transparency | 80 | 0.094 | 7.5 | ✓ |
| stackoverflow_activity | 0 | 0.07 | 0 | - |

## Pricing

_As of 2026-08-05, [verify at source](https://dvc.org). Independently observed._

Open source · Free tier

> Free and open source

## About

Free and open source Git extension for version controlling data and machine learning models with software engineering best practices.

_Independently observed._

## Platform & deployment

- **Platforms:** CLI, macOS, Linux, Windows
- **Deployment:** Self-hosted

## Integrations (27)

_Independently observed._

- Amazon SageMaker
- Databricks
- Evidently
- Hugging Face
- Hugging Face Accelerate
- Hugging Face Transformers
- Fast.ai
- Keras
- LightGBM
- MMCV
- Optuna
- PyTorch
- PyTorch Lightning
- PyTorch Lightning Fabric
- Scikit-learn
- TensorFlow
- XGBoost
- Ultralytics YOLO v8
- Amazon S3
- Azure Blob Storage
- Google Cloud Storage
- Google Drive
- Aliyun OSS
- SSH & SFTP
- HDFS & WebHDFS
- HTTP
- WebDAV

## Capabilities

_The capabilities that matter for MLOps & LLMOps Tools. "-" = undocumented, not absent._

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

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### activity

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| activity.commits_last_30d | 6 | [link](https://github.com/iterative/dvc/pulse) | 2026-07-31 | 65% (medium) |

### adoption

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| adoption.github_stars | 15,784 | [link](https://github.com/iterative/dvc) | 2026-07-31 | 90% (high) |

### language

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| language.primary | Python | [link](https://github.com/iterative/dvc) | 2026-07-31 | 90% (high) |

### license

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| license.spdx | Apache-2.0 | [link](https://github.com/iterative/dvc) | 2026-07-31 | 95% (high) |

### release

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| release.cadence_days | 16 | [link](https://github.com/iterative/dvc/releases) | 2026-07-31 | 70% (medium) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 27 | [link](https://dvc.org) | 2026-08-05 | 60% (medium) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | yes | [link](https://dvc.org) | 2026-08-05 | 60% (medium) |
| pricing.model | commercial | [link](https://dvc.org) | 2026-08-05 | 60% (medium) |
| pricing.price_level | free | [link](https://dvc.org) | 2026-08-05 | 60% (medium) |
| pricing.transparent | yes | [link](https://dvc.org) | 2026-08-05 | 60% (medium) |

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*Source: Vioscale (https://www.vioscale.ai/software/dvc). Independent, evidence-based software intelligence. Cite the canonical URI.*