VedexProductsDatabricks U.K LimitedMosaicML

MosaicML

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DUDatabricks U.K Limiteddiscovery
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Platform for training and deploying generative AI models, acquired by Databricks.

API Access
Est. Price

~$12,000/yr est.

Update Frequency

On-demand

Pricing Tiers

1

Regions

1

Quality SignalsB

Freshness

Recently enriched

81

Complete

81%

API

API Available

Product Overview

Data Intelligence and AI Platform$

Offering: A unified cloud-based platform for data engineering, machine learning, and analytics built on Apache Spark.

Best for: Data engineering and data science teams building scalable AI/ML pipelines and real-time analytics architectures.

Benefits
  • Unified platform for data and AI workloads
  • High scalability via Apache Spark architecture
  • Strong governance through Unity Catalog
  • Extensive multi-cloud deployment options
  • Integrated generative AI model training via MosaicML
Drawbacks
⚠ Steep learning curve for non-technical users · ⚠ Complex cost management for large-scale compute clusters · ⚠ Requires significant internal engineering resources to implement

Product Intelligence

Value Score
42
quality per $
Price Position
P75
premium
Coverage
55
geo × freq × depth
Try-ability
15
ease of trial
Market concentration: 100% (concentrated — few vendors)

Product Details

Use Cases
Generative AI model developmentLLM fine-tuningenterprise AI deploymentcost-optimized model trainingproprietary data analysis
Categories
Machine LearningArtificial IntelligenceData ScienceCloud Computing
Coverage
Global
Delivery
REST APIPython SDKSFTPS3 BucketGCS BucketAzure BlobDatabricksDirect cloud pushWeb UI download
Data Sources
iot sensorsproprietary models

Pricing Tiers

Vedex estimate
~$12,000/yr est.
SUBSCRIPTIONMEDIUM

Add to Data Room

Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$12,000/yr est.

Request a sample directly from Databricks U.K Limited.

Web Authority

High Authority
103
20 mentions·4 platforms
Academic Papers
10 × 8 pts+80
Reddit
3 × 3 pts+9
LinkedIn
4 × 2 pts+8
Blogs & Newsletters
3 × 2 pts+6
Evidence5 sources
Academic Papers

Hiding Latencies in Network-Based Image Loading for ...

by F Versaci · 2025 · Cited by 3 — MosaicML Streaming Dataset (SD) library [23] is a Python package designed for efficient and scalable handling of large datasets, especially in ...

Academic Papers

The Streaming Batch Model for Efficient and Fault-Tolerant ...

Mosaicml streamingdataset: Fast, accurate streaming of training data from cloud storage. https://www.databricks.com/blog/mosaicml ...

Academic Papers

Perplexity-Based Data Pruning With Small Reference Models

by Z Ankner · 2024 · Cited by 83 — Training is conducted using llm-foundry (MosaicML, 2023b) and using both Nvidia A100s and H100s. We perform two trials for each experiment.

Data Dictionary

Expected fields and columns in this data product


About MosaicML

MosaicML is a machine learning data product offered by Databricks U.K Limited, available on discovery. Data is updated on-demand. API access is available for programmatic integration. Vedex estimates pricing at roughly $12,000/yr (an estimate, not a vendor-published price).

Platform for training and deploying generative AI models, acquired by Databricks.

Related Data Categories

Machine LearningArtificial IntelligenceData ScienceCloud Computing

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