20+ Best Alternatives to Surf in 2026
AI research model purpose-built for crypto and digital-asset intelligence
Looking for an alternative to Surf? 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 →
AMI Labs
$1.0BYann LeCun's lab building foundational world models for real-world AI
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free trial
- 2View alternative →
Harmonic
$295MMathematical superintelligence with hallucination-free, verified reasoning
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 3View alternative →
Ndea
$43MFrontier AI lab building AGI through deep learning-guided program synthesis.
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Contact-sales
- 4View alternative →
Story Protocol
$134MProgrammable IP blockchain for tracking and monetizing AI-era content
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 5View alternative →
Samaya AI
$43.5MExpert AI agents that automate research for investment professionals
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Enterprise · Contact sales
- 6View alternative →
io.net
$40MDecentralized GPU cloud network aggregating compute for AI and ML workloads
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 7View alternative →
Edison Scientific
$70MAI scientist that compresses months of research into a single day
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 8View alternative →
Gensyn
$50MDecentralized protocol for verifiable machine learning compute at scale
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 9View alternative →
Axiom Math
$264MAI mathematician that generates and proves new mathematical knowledge
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 10View alternative →
Agora
$62MFull-stack platform for stablecoin infrastructure
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 11View alternative →
Aethir
$9MEnterprise-grade decentralized GPU cloud for AI and gaming
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 12View alternative →
Nillion
$50MDecentralized 'blind computer' for private data storage and computation
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 13View alternative →
Radical AI
$55MAutonomous materials-science labs to discover new materials 50x faster
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 14View alternative →
Vana
$25MDecentralized network for user-owned data to train AI models
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 15View alternative →
Kast
$80MWhy it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 16View alternative →
Apoha
$36MAI for molecular behavior — the next data class after sequence and structure
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 17View alternative →
Aiera
$48MAI platform that unlocks financial research
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 18View alternative →
Axiomatic AI
$25MIntelligence infrastructure for verified science and engineering
Why it's similar: Shares categories with Surf — Research Assistants.
💵 Free
- 19View alternative →
Grass
$4.5MDecentralized web-scraping network turning unused bandwidth into AI datasets
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
- 20View alternative →
Theoriq
$10.2MBlockchain protocol for collectives of autonomous on-chain AI agents
Why it's similar: Shares categories with Surf — AI Crypto & Web3.
💵 Free
Frequently asked questions
What are the best alternatives to Surf?
The top-ranked alternatives to Surf on NeuronFeed are AMI Labs, Harmonic, Ndea, Story Protocol, Samaya AI. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Surf?
Yes — Harmonic, Story Protocol, io.net offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Surf, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Surf vs AMI Labs — which is better?
It depends on use case. AMI Labs (Yann LeCun's lab building foundational world models for real-world AI) is the #1-ranked alternative. See the full side-by-side at /compare/surf-crypto-ai-vs-ami-labs.
Explore more around Surf
Contextual paths to related AI startups, deals and rankings.