20+ Best Alternatives to MatX in 2026
Chips built from the ground up for frontier large language models
Looking for an alternative to MatX? 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 →
Lambda
$2.0BGPU cloud for AI teams
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Enterprise · Contact sales
- 2View alternative →
Nscale
$3.1BEuropean sovereign AI infrastructure
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Enterprise · Contact sales
- 3View alternative →
FriendliAI
$25MFast, cost-efficient generative AI inference for any model
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Free
- 4View alternative →
Lamini
$25MEnterprise platform for tuning and running custom LLMs
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Free
- 5View alternative →
Mobilint
$100MHigh-performance edge AI NPUs that run LLMs on-device
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Enterprise · Contact sales
- 6View alternative →
Anyscale
$260MProduction-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Free
- 7View alternative →
VESSL AI
$16.8MMLOps platform that cuts GPU costs by up to 80%
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Free
- 8View alternative →
Refiant AI
$5MCompressing AI models to cut cost, energy, and run at the edge
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Enterprise · Contact sales
- 9View alternative →
Together AI
$267.5MThe open AI cloud
Why it's similar: Shares categories with MatX — AI Infrastructure, Fine-tuning & Training.
💵 Free trial
- 10View alternative →
Databricks
$5.6BThe data + AI company
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 11View alternative →
Thinking Machines Lab
$2BFrontier AI research lab building customizable, multimodal models
Why it's similar: Shares categories with MatX — Fine-tuning & Training.
💵 Usage
- 12View alternative →
Figure AI
$1.7BGeneral-purpose humanoid robots
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 13View alternative →
Upscale AI
$300MPure-play AI networking infrastructure
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 14View alternative →
Dash0
$155MAI-native observability platform built on OpenTelemetry
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Free
- 15View alternative →
Noma Security
$132MEnd-to-end security for agentic AI
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Pricing not listed
- 16View alternative →
VAST Data
$2.4BUnifying software layer for AI infrastructure
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 17View alternative →
Ineffable Intelligence
$1.1BAn AI research company building a superlearner to achieve superintelligence through reinforcement learning
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 18View alternative →
Quantinuum
$2.6BWorld's largest integrated quantum computing company
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 19View alternative →
Scale AI
$14.3BData labeling and AI infrastructure platform powering frontier models for enterprises and governments.
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Enterprise · Contact sales
- 20View alternative →
Cohere
$2.4BEnterprise AI for language understanding
Why it's similar: Shares categories with MatX — AI Infrastructure.
💵 Freemium
Frequently asked questions
What are the best alternatives to MatX?
The top-ranked alternatives to MatX on NeuronFeed are Lambda, Nscale, FriendliAI, Lamini, Mobilint. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to MatX?
Yes — FriendliAI, Lamini, Anyscale offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with MatX, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
MatX vs Lambda — which is better?
It depends on use case. Lambda (GPU cloud for AI teams) is the #1-ranked alternative. See the full side-by-side at /compare/matx-vs-lambda-labs.
Explore more around MatX
Contextual paths to related AI startups, deals and rankings.