20+ Best Alternatives to Cognite in 2026
Deploy and scale industrial AI to optimize production, reduce downtime, and increase productivity across your enterprise.
Looking for an alternative to Cognite? 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 →
Ineffable Intelligence
$1.1BAn AI research company building a superlearner to achieve superintelligence through reinforcement learning
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI Robotics.
💵 Enterprise · Contact sales
- 2View alternative →
Nscale
$3.1BEuropean sovereign AI infrastructure
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI DevOps.
💵 Enterprise · Contact sales
- 3View alternative →
Figure AI
$1.7BGeneral-purpose humanoid robots
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI Robotics.
💵 Enterprise · Contact sales
- 4View alternative →
Phaidra
UndisclosedAI agents for AI factories, optimizing complex power, cooling, and workload management systems to maximize tokens per watt.
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI Robotics.
💵 Enterprise · Contact sales
- 5View alternative →
Preferred Networks
UndisclosedPreferred Networks develops and provides all four layers of the AI technology value chain: AI semiconductors, computing infrastructure, generative AI foundation models, and AI products/solutions.
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI Robotics.
💵 Enterprise · Contact sales
- 6View alternative →
Encord
UndisclosedThe multimodal data layer powering physical AI from training to real-world deployment.
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI Robotics.
💵 Enterprise · Contact sales
- 7View alternative →
Bright Machines
UndisclosedBuilding AI infrastructure hardware at the edge by transforming manufacturing with Physical AI.
Why it's similar: Shares categories with Cognite — AI Infrastructure, AI Robotics.
💵 Enterprise · Contact sales
- 8View alternative →
Anduril Drones
$2.8BAutonomous defense drones and counter-UAS systems.
Why it's similar: Shares categories with Cognite — AI Robotics.
💵 Enterprise · Contact sales
- 9View alternative →
Skydio
$340MAutonomous drones for inspection, public safety, and defense.
Why it's similar: Shares categories with Cognite — AI Robotics.
💵 Enterprise · Contact sales
- 10View alternative →
Liquid AI
$300MEfficient general-purpose foundation models built for edge, on-device, and cloud deployment at every scale.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Enterprise · Contact sales
- 11View alternative →
Anyscale
$260MProduction-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Free
- 12View alternative →
Modal
$111MHigh-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Freemium
- 13View alternative →
Standard AI
UndisclosedComputer vision for autonomous checkout in physical retail.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Enterprise · Contact sales
- 14View alternative →
Hugging Face
$470MThe AI community building the future of machine learning.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Free · From $9/mo
- 15View alternative →
Qdrant
$85MHigh-performance vector search engine built in Rust for production-grade AI retrieval.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Free
- 16View alternative →
Baseten
$60MDeploy and scale AI models in production with the fastest inference infrastructure.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Paid
- 17View alternative →
LanceDB
$41.5MAI-native multimodal lakehouse for vector search, training data, and retrieval.
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Open source
- 18View alternative →
Physical Intelligence
$735MFoundation models for physical world AI
Why it's similar: Shares categories with Cognite — AI Robotics.
💵 Enterprise · Contact sales
- 19View alternative →
Databricks
$5.6BThe data + AI company
Why it's similar: Shares categories with Cognite — AI Infrastructure.
💵 Enterprise · Contact sales
- 20View alternative →
Saronic Technologies
$2.6BRedefining maritime superiority with the most advanced and capable autonomous vessels in the maritime domain.
Why it's similar: Shares categories with Cognite — AI Robotics.
💵 Enterprise · Contact sales
Frequently asked questions
What are the best alternatives to Cognite?
The top-ranked alternatives to Cognite on NeuronFeed are Ineffable Intelligence, Nscale, Figure AI, Phaidra, Preferred Networks. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Cognite?
Yes — Liquid AI, Anyscale, Hugging Face offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Cognite, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Cognite vs Ineffable Intelligence — which is better?
It depends on use case. Ineffable Intelligence (An AI research company building a superlearner to achieve superintelligence through reinforcement learning) is the #1-ranked alternative. See the full side-by-side at /compare/cognite-vs-ineffable-intelligence.
Explore more around Cognite
Contextual paths to related AI startups, deals and rankings.