20+ Best Alternatives to VAST Data in 2026
Unifying software layer for AI infrastructure
Looking for an alternative to VAST Data? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
Databricks
$5.6BThe data + AI company
Why it's similar: Shares categories with VAST Data — AI Infrastructure, AI Data Engineering.
💵 Enterprise · Contact sales
- 2DEView alternative →
definity
$16.5MAgentic data engineering platform for production data pipelines
Why it's similar: Shares categories with VAST Data — AI Infrastructure, AI Data Engineering.
💵 Pricing not listed
- 3View alternative →
Unstructured
UndisclosedTransform complex, unstructured data into clean, structured data for GenAI applications, securely and continuously.
Why it's similar: Shares categories with VAST Data — AI Infrastructure, AI Data Engineering.
💵 Enterprise · Contact sales
- 4View alternative →
Apify
UndisclosedFull-stack web scraping and data extraction platform for AI applications and agents.
Why it's similar: Shares categories with VAST Data — AI Infrastructure, AI Data Engineering.
💵 Free · From $49/mo
- 5DAView alternative →
Dash0
$155MAI-native observability platform built on OpenTelemetry
Why it's similar: Shares categories with VAST Data — AI Infrastructure, AI Data Engineering.
💵 Pricing not listed
- 6View alternative →
Hugging Face
$970MThe AI community building the future of machine learning.
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Free · From $9/mo
- 7View alternative →
Rebellions
$789MRebellions provides high-performance AI inference infrastructure, enabling efficient and scalable AI deployment for real-world applications.
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 8View alternative →
Liquid AI
$250MEfficient general-purpose foundation models built for edge, on-device, and cloud deployment at every scale.
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 9View alternative →
Lightmatter
$850MPhotonic chips that move data with light for next-gen AI data centers
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 10View alternative →
Anyscale
$260MProduction-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Free
- 11View alternative →
Nscale
$3.1BEuropean sovereign AI infrastructure
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 12View alternative →
You.com
$175MThe productivity search engine with AI agents.
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Free trial · From $15/mo
- 13View alternative →
Cohere
$2.4BEnterprise AI for language understanding
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Freemium
- 14View alternative →
Ineffable Intelligence
$1.1BAn AI research company building a superlearner to achieve superintelligence through reinforcement learning
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 15View alternative →
Figure AI
$1.7BGeneral-purpose humanoid robots
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 16View alternative →
Scale AI
$14.8BThe AI-powered data foundation
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Enterprise · Contact sales
- 17View alternative →
Together AI
$267.5MThe open AI cloud
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Free trial
- 18View alternative →
GMI Cloud
$82MAI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs.
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Usage · From $2/mo
- 19View alternative →
Groq
$2.3BFastest AI inference on the planet
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Free
- 20View alternative →
Fireworks AI
$285MProduction-grade generative AI serving
Why it's similar: Shares categories with VAST Data — AI Infrastructure.
💵 Free
Frequently asked questions
What are the best alternatives to VAST Data?
The top-ranked alternatives to VAST Data on NeuronFeed are Databricks, definity, Unstructured, Apify, Dash0. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to VAST Data?
Yes — Apify, Hugging Face, Liquid AI offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with VAST Data, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
VAST Data vs Databricks — which is better?
It depends on use case. Databricks (The data + AI company) is the #1-ranked alternative. See the full side-by-side at /compare/vast-data-vs-databricks.
Explore more around VAST Data
Contextual paths to related AI startups, deals and rankings.