WillItSurvive

YC Winter 2026

Early reads. These 713 companies across 4 YC batches were assessed in July 2026 on limited public evidence. None is hard to displace, and 4 are defensible for now. These standings rest on less evidence than the rest of the site.

209 companies assessed. 161 of them, 77.0%, sit in the two least protected bands. Across all 10,525 companies assessed the share is 53.3%.

The picture

This batch shows what happens when a lot of smart people chase the same handful of ideas at the same time. Out of 209 companies, 123 are losing its protection and only 3 are holding steady with real caveats attached. That is not unusual for very young companies, most startups this size do not make it, but the pattern here is sharper than normal: entire clusters piled into spaces that a big company or a better funded peer already owns. Spec-driven coding tools, AI chat copilots, agent identity tools, and OpenClaw hosting each drew multiple entrants right as GitHub, Anthropic, Microsoft, and well funded rivals shipped the same feature for free or folded it into a platform people already use. The startups holding up best picked narrower or less obvious ground: a benchmark nonprofit labs actually rely on, a law firm serving a specific client tier, a protein-data platform for pharma, a grid-modeling tool for utilities. The one thing separating the two groups isn't the tech, most of these teams can build the thing. It's whether someone bigger, richer, or already trusted by the customer was going to build it too, and got there first with a free version.

All 209 companies, most protected first
CompanyStanding
10x Science
AI platform that analyzes mass-spec protein data for pharma drug development
Defensible for now
ARC Prize Foundation
Nonprofit that builds AGI benchmarks (ARC-AGI) frontier labs use to grade their own models
Defensible for now
General Legal
AI-native law firm handling contracts and legal work for growth-stage startups
Defensible for now
AxionOrbital Space
Two-person startup building an AI model that turns radar satellite images into optical-style pictures
Protection under test
Axis
AI copilot helping commodity trading desks parse unstructured market signals
Protection under test
Brumby (formerly GrazeMate)
Brumby builds autonomous drones that herd, weigh, and monitor cattle for ranches
Protection under test
ClaimGlide
AI tool that drafts and files prior authorizations for private medical practices
Protection under test
Cofia
YC-backed startup whose AI agent watches your workflows and builds automations itself
Protection under test
Copperlane
AI agent (Penny) that reads mortgage documents and preps loan files for lenders
Protection under test
Corelayer
AI on-call and SRE agent startup targeting regulated industries, YC W26, team of 3
Protection under test
DAIVIN
Pre-seed startup building electrolysis gear so divers can skip oxygen tanks
Protection under test
EigenPal
Early-stage AI platform that extracts and automates document workflows for regulated enterprises
Protection under test
End Close
AI reconciliation tool for high-volume payments companies, YC W26 batch
Protection under test
Fed10
AI agents that research, draft, and track bills for government affairs teams
Protection under test
Haladir
AI layer that turns logistics rules into solver constraints for WMS/TMS/OMS systems
Protection under test
Hex Security
YC W26 startup using AI agents to automatically find and exploit security holes
Protection under test
Inviscid AI
Singapore startup using AI physics models to simulate industrial and data center cooling
Protection under test
Jinba
Chat tool that turns plain English requests into deployable enterprise workflows
Protection under test
Librar Labs
AI system for schools to catalog, scan, and manage library inventory
Protection under test
Maywood
Five-person YC startup building proactive, compliance-first AI for M&A dealmakers
Protection under test
MochaCare
AI plus human back-office service that runs hiring and scheduling for home-care agencies
Protection under test
MouseCat
AI agents that investigate fraud cases for banks, marketplaces, crypto exchanges
Protection under test
Overshoot
Overshoot routes live video feeds to AI vision models with low latency
Protection under test
Panta
AI-agent-run commercial insurance brokerage placing hard-to-place E&S risk
Protection under test
Piris Labs
Early stage photonics startup building optical interconnects for AI inference
Protection under test
Pocket
Pocket sells a $129 AI voice recorder for capturing real-world conversations as notes
Protection under test
Pollinate
Pollinate builds AI agents that auto-match invoices, POs, and receipts across supply chain ERPs
Protection under test
Polymath
Builds simulated training and evaluation environments for long-horizon AI agents
Protection under test
Protent
Protent sells AI software that lets police search live camera feeds in plain English.
Protection under test
REV1
Startup building AI that auto-generates mechanical engineering drawings from 3D CAD models
Protection under test
Revion
AI that records technician voice notes and answers service calls for car dealerships
Protection under test
Rhizome AI
AI assistant that answers FDA and EMA regulatory questions from public filings
Protection under test
Robby
AI agents that find and close upsell revenue during home service technician visits
Protection under test
Salus
Runtime guardrails that check an AI agent's actions before it executes them
Protection under test
Seeing Systems
Builds modular AI-commanded strike drones and swarm-control software for military buyers
Protection under test
Sequence Markets
Startup building one dashboard to trade crypto spot, perps, and prediction markets across venues
Protection under test
Signals
Sends iMessage texts that bring DTC shoppers back to buy again
Protection under test
Squid
AI agents that build a live, versioned model of the power grid for utility planners
Protection under test
Synthetic Sciences
Two-person startup building a model-agnostic AI workbench for scientific research
Protection under test
Unisson
AI agents (Runner, Explorer) that automate B2B software implementation and onboarding
Protection under test
Vector Legal
AI-native law firm and legal software handling startup legal work like SAFEs and incorporation
Protection under test
Velum Labs
Two-person startup selling automated data-quality monitoring to regulated firms
Protection under test
Ventura
AI teammates that auto-handle quoting and order entry for industrial distributors
Protection under test
Veriad
Veriad builds AI agents that review ad and marketing copy for compliance before it ships
Protection under test
Voygr
Maps API that validates and freshens place data for AI agents and apps
Protection under test
Wayco
AI operator for medical-legal cases: voice intake, record RAG, demand letters
Protection under test
Wideframe
AI coworker that preps, tags, and organizes raw footage for video editors.
Protection under test
Zymbly
AI copilot startup helping aircraft technicians troubleshoot and file compliant paperwork faster
Protection under test
/dev/fast
/dev/fast is a YC W26 startup building an AI-native code forge for agent-authored code
Losing its protection
21st
Registry of AI-ready UI components plus a cross-provider coding agent orchestration tool
Losing its protection
Anchorhead
A fractional buyer for hardware startups building parts in critical industries
Losing its protection
Approxima
Two-person startup building an AI agent that tests and fixes code before merge
Losing its protection
Ashr
Ashr is a two-founder YC W26 startup building multimodal testing tools for AI agents
Losing its protection
Asimov
Startup paying people to film themselves moving, to train humanoid robot AI
Losing its protection
Aurorin CAD
Solo-founder startup building a modern CAD kernel with an AI chat design agent
Losing its protection
AutoSitu
AI agents that review city development plans against building codes
Losing its protection
Autumn AI
Scrapes LinkedIn, GitHub, X, SEC filings to alert sales teams on buying signals
Losing its protection
Avoice
AI workspace that automates admin work for architecture firms: specs, coordination, code checks
Losing its protection
AxionOrbital
Two-person startup building AI that turns satellite radar images into optical-style pictures
Losing its protection
Balance
AI-native accounting firm for SMBs, AI bookkeeping with human sign-off
Losing its protection
Beacon Health
AI agents that work inside EHRs to run value-based care tasks for primary care clinics
Losing its protection
BeeSafe AI
Startup building AI agents that pose as targets to engage and expose scammers for banks
Losing its protection
Beyond Reach Labs
Builds giant deployable solar arrays to power orbital data centers and satellites
Losing its protection
Bidflow
AI copilot that automates electrical takeoff and estimating from CAD/PDF drawings
Losing its protection
Booko
AI dynamic pricing layer for salons, spas, and other time-slot businesses
Losing its protection
Bubble Lab
AI-native workflow automation: turns Slack requests into code (Pearl)
Losing its protection
Burt
Burt builds AI teammates that sit on a freight broker's TMS to automate check calls and ETAs.
Losing its protection
Button Computer
Pre-launch $179 clip-on push-to-talk voice AI wearable, paired to your iPhone
Losing its protection
Byteport
Byteport sells a UDP based protocol to speed up transfers of very large files.
Losing its protection
Cajal
A two-person startup using AI to formally verify math proofs and now binaries
Losing its protection
Canary
AI QA tool that reads your codebase to auto-generate and run tests on pull requests
Losing its protection
Caretta
Real-time AI assistant that whispers answers to sales reps during live calls
Losing its protection
Cascade
Two-founder YC W26 startup building evaluation tools for AI agents
Losing its protection
CatchBack Cards
App for ripping digital trading card packs with transparent odds and a buyback guarantee
Losing its protection
CellType
Two-person startup using LLMs to simulate cell biology for drug discovery
Losing its protection
Chamber
AI teammate that finds and reclaims idle GPU capacity across cloud reservations
Losing its protection
Chasi
AI agents that handle sales, rental, and service requests for equipment dealers
Losing its protection
CodeWisp
YC-backed app that turns text prompts into playable browser games
Losing its protection
Compresr
Compresr sells an API that compresses LLM context to cut token costs
Losing its protection
Condor Energy
French startup building AI software to help big companies buy and hedge electricity
Losing its protection
Congruent
Pre-seed startup building AI-native raw radar hardware and simulators for self-driving cars
Losing its protection
Constellation Space
AI software that predicts satellite failures and reroutes mid-tier fleets
Losing its protection
Corvera
Startup building an MCP context layer that unifies CPG brand data for AI tools
Losing its protection
Crosslayer Labs
Early-stage startup detecting BGP hijacks and certificate spoofing to stop website impersonation
Losing its protection
Crow
Crow is a 2-person startup selling a chat widget that lets SaaS users trigger app actions
Losing its protection
Cumulus Labs
Two-person startup selling a faster, drop-in API for running AI model inference.
Losing its protection
Didit
Developer-first identity verification API with transparent per-check pricing
Losing its protection
Ditto Biosciences
Early biotech using AI to mine parasite and virus proteins for autoimmune drug candidates
Losing its protection
Docura Health
AI tool that drafts workers'-comp medical-legal (IME/QME/AME) reports for evaluators
Losing its protection
Doomersion
App that teaches languages through TikTok-style short video feeds
Losing its protection
Emdash
Open-source tool that runs multiple AI coding agents in parallel via git worktrees
Losing its protection
Envariant
Pre-release SDK for interpreting and steering foundation models, whitelist-only beta
Losing its protection
Fenrock AI
Two-person startup building AI agents to automate bank compliance and fraud work
Losing its protection
Fixture
AI-first CRM startup built for early-stage companies, from YC W26.
Losing its protection
Foreman
AI tool turning contractor blueprints into estimates, invoices, and job data
Losing its protection
FullSeam
3-person startup building AI agents to automate AR/AP for corporate accounting teams
Losing its protection
Galactic Resource Utilization Space, Inc. (GRU Space)
YC-backed startup taking $250K-$1M deposits for a 2032 lunar hotel built from moon regolith
Losing its protection
General Astronautics
Two-person startup building robotic automation for future in-orbit labs on space stations
Losing its protection
Grade
API letting companies pay creators and contractors automatically when they hit performance targets
Losing its protection
Hlabs
Early-stage startup building US-made robot actuators and motor controllers
Losing its protection
Human Archive
Multimodal data provider for robots: video, tactile, IMU capture for world models
Losing its protection
InventoryQuant
Turns video walkthroughs into priced insurance inventory lists automatically
Losing its protection
IonRouter
Two-person startup routing LLM inference calls faster and cheaper via custom CUDA kernels
Losing its protection
Kampala
Turns apps without public APIs into callable APIs via a reverse-engineering proxy
Losing its protection
Kita
AI startup that turns financial documents into credit risk signals for emerging-market lenders
Losing its protection
Kyten Technologies
Startup selling fast-custom aerospace battery packs for drones and small satellites
Losing its protection
Lance
Builds AI agents that answer hotel calls and run front desk tasks without PMS integrations
Losing its protection
Laurence
Software that manages Amazon ad bidding to protect profit margin, not just ad-cost ratios
Losing its protection
LegalOS
AI-native immigration law firm filing visa petitions with in-house AI agents
Losing its protection
Lexius
AI software that retrofits existing security cameras for theft and safety detection
Losing its protection
Luel
Marketplace paying human contributors for rights-cleared multimodal AI training data
Losing its protection
Mango Medical
YC W26 startup building AI foundation models for planning orthopedic implant surgery
Losing its protection
Mantis
Early-stage startup building AI digital twins of humans from health data
Losing its protection
Martini
AI video production workspace with camera control and editing for pro filmmakers
Losing its protection
Maven
Maven builds payment capture infrastructure so voice AI agents can take card payments over calls
Losing its protection
Menza
AI data analyst that connects to a brand's tools and answers DTC growth questions
Losing its protection
Milliray
UK startup building mmWave radar to detect and track small drones
Losing its protection
Moda
Moda builds a continual learning and observability layer for AI agents
Losing its protection
Moritz
AI-native law firm for startups, flat-fee same-day contracts via AI plus contracted lawyers
Losing its protection
Ndea
Pre-product AGI lab betting program synthesis beats pure scaling
Losing its protection
o11
Small YC startup building bespoke AI agents for financial firms inside Excel and Google Workspace
Losing its protection
OctaPulse
Computer vision and robotics that automate fish quality grading on farms
Losing its protection
One Robot
Builds world models for evaluating and training robot manipulation, pre-revenue, YC W26.
Losing its protection
Opalite Health
AI speech-to-speech interpreter for doctor-patient conversations in real time
Losing its protection
OpenSpec
Free open-source markdown spec framework that helps AI coding agents plan before they code
Losing its protection
Origami Robotics
YC W26 startup building a direct-drive robotic hand and matching data-glove for robot manipulation
Losing its protection
Origin
Origin is a 5-person startup building AI models to predict regulatory DNA for safer gene therapies
Losing its protection
Orthogonal
Startup letting AI agents discover, call, and pay for third-party APIs automatically
Losing its protection
Ossus
AI-native library system startup building cataloguing and ILS tools for schools
Losing its protection
Overdrive Health
AI-native billing service that collects claims for ambulance companies.
Losing its protection
Oximy
Oximy is a 4-person startup that discovers and governs shadow AI tool use across a company
Losing its protection
Oxus
AI-native software that automates SOX and internal-audit workflows for companies
Losing its protection
Palus Finance
Palus Finance sweeps idle startup cash into bonds for higher yield, no bank switch needed
Losing its protection
Panta Insurance
AI-native brokerage that places hard-to-insure commercial risks (E&S market)
Losing its protection
Parameter
AI agents that continuously red-team other AI systems for security holes
Losing its protection
Parameter (formerly Hex Security)
AI agents that continuously hack a company's own systems to find security holes before attackers do
Losing its protection
Patientdesk.ai
AI voice agent and booking automation for dental practice front desks
Losing its protection
Pax Historia
AI-powered historical grand-strategy game with 35K daily active users
Losing its protection
Payna
AI agent that handles licensing and compliance filings for regulated companies
Losing its protection
Perfectly
AI-native recruiting agency that sources, screens, and books candidates for startups
Losing its protection
Pollen
Pollen builds AI agents that flag churn risk and draft outreach for customer success teams
Losing its protection
Prana
AI chat app offering symptom checks plus paid $39 doctor video visits
Losing its protection
Proximitty
Two-person YC startup building an AI system to underwrite commercial bank loans
Losing its protection
Reframe
AI agent marketplace that chases suppliers and tracks POs for hardware startups
Losing its protection
Ritivel
AI-native platform for drafting FDA/EMA regulatory submissions like CSRs, CTDs, INDs, BLAs
Losing its protection
RoboDock
Builds robots that clean, charge, and service depots for self-driving vehicle fleets
Losing its protection
Rubric AI
Startup building expert-verified rubrics and benchmarks so AI labs can check model answers
Losing its protection
Ruma Care
Software that automates prior authorization for biologic infusion clinics
Losing its protection
RunAnywhere
Makes fast on-device AI inference tools for Apple Silicon and Qualcomm chips
Losing its protection
Sazabi
AI platform that reads production logs to find and fix software bugs automatically
Losing its protection
Scheduling Wizard
Outsourced scheduling service that runs GME and attending calendars for teaching hospitals
Losing its protection
Servo7
Servo7 builds robots that unload shipping containers in warehouses
Losing its protection
Shofo
Shofo scrapes and labels web video into training datasets for AI labs
Losing its protection
shortkit
SDK letting consumer apps embed TikTok-style short-video feeds
Losing its protection
Sila
Sila is a YC W26 startup building agent-native chat meant to replace Slack
Losing its protection
Sponge
Wallet and payment infrastructure so AI agents can hold and spend money on their own.
Losing its protection
SpotPay
SpotPay is a stablecoin wallet and card app pitched as a global bank account
Losing its protection
Stilta
AI agent that finds and monetizes patents companies forgot they had
Losing its protection
Strand AI
Builds AI models that predict missing patient biology data for pharma trials
Losing its protection
Tepali
AI-native software system for medspas and aesthetics practices, built by a two-person team
Losing its protection
Terranox AI
Startup using AI and geoscience data to find uranium deposits worth mining
Losing its protection
The Token Company
Startup selling an API that compresses LLM prompts to cut token costs
Losing its protection
Travo
AI system that crawls, emails, and calls to build data on RV parks and mobile home parks
Losing its protection
Valence
Unified terminal that lets traders route bets across Kalshi, Polymarket, and other markets
Losing its protection
Valgo
Builds simulation-based risk models to help insurers price physical AI like robots and AVs
Losing its protection
Verdex
Two-person startup verifying crop insurance claims with satellite imagery and AI
Losing its protection
Visibl Semiconductors
Two-person startup building an AI coordination layer for faster custom chip design
Losing its protection
Voltair
Startup building self-charging drones and charging networks to inspect power lines for utilities
Losing its protection
Voxel Energy
Builds off-grid solar and second-life battery microgrids to power AI data centers
Losing its protection
Zatanna
Turns legacy software backends into APIs so AI agents can use them directly
Losing its protection
ZeroSettle
SDK letting mobile apps bill users directly, skipping Apple/Google store fees
Losing its protection
Aemon
Early-stage startup selling forward-deployed AI engineers who run evolutionary code search for R&D teams
Little protection left
Agentic Fabriq
Two-person YC startup building identity and access control for AI agents
Little protection left
Alt-X
Early-stage venue for trading shares of venture-backed startups before they go public
Little protection left
BaseFrame
App that scans email, Slack, and docs to flag tasks AI could automate
Little protection left
Captain
Two-person startup selling managed RAG search over a company's cloud files
Little protection left
Cardboard
Agentic video editor where users cut and remix footage by chatting with an AI agent
Little protection left
Cardinal
AI platform that runs automated outbound prospecting and sequencing for startups
Little protection left
Carrot Labs
Carrot Labs (SuperPenguin) tracks and attributes AI spend across every LLM provider for engineering teams.
Little protection left
Confluence Labs
Two-person YC lab building AI that learns efficiently from scarce scientific data
Little protection left
Eos AI
Two-person startup building an autonomous data and admin OS for hospitals
Little protection left
Fern
Two-person startup building RL training environments for robotics AI models
Little protection left
Fission AI
Solo-founder maker of OpenSpec, an open-source spec framework for AI coding agents
Little protection left
Fort
Fort is a YC-backed wrist wearable that auto-detects strength exercises and rep failure
Little protection left
Forum
A two-person startup building an exchange where people trade contracts on attention and virality.
Little protection left
GRU Space
Early-stage startup building a lunar hotel from regolith-brick habitats
Little protection left
IncidentFox
Two-person YC W26 startup building an AI agent that triages and fixes production incidents
Little protection left
Instinct
A trading app that routes crypto perps orders through Hyperliquid's exchange.
Little protection left
Klaus AI
Hosted, security-wrapped version of the open-source OpenClaw AI agent
Little protection left
Lucent
AI that watches session replays on PostHog and files bug tickets
Little protection left
Mendral
AI DevOps engineer that auto-fixes broken CI/CD pipelines, built on Claude
Little protection left
Polymorph
AI engine that personalizes in-app content and messaging for consumer apps
Little protection left
Q2Q
AI agent for PE deal sourcing; wound down a month after launch
Little protection left
RamAIn
YC W26 startup building AI agents that click and type through legacy software UIs
Little protection left
Remix
AI app that turns your voice notes, photos, and texts into ready social posts
Little protection left
Ressl AI
Early-stage startup building AI voice agents for home service trades businesses
Little protection left
Samora AI
Samora AI builds multilingual voice agents that automate CRM, support and collections calls
Little protection left
Sentrial
Sentrial watches AI agents in production and flags failures before users hit them
Little protection left
Sitefire
A YC W26 startup helping brands get cited by AI answer engines like ChatGPT and Perplexity
Little protection left
Skillsync
Startup building shared session memory and skill sharing for AI coding agents
Little protection left
Sonarly
Two-person YC startup building an AI agent that triages and fixes production alerts
Little protection left
Sparkles
Sparkles lets non-engineers assign coding tasks to AI agents on GitHub repos
Little protection left
Supafax
Two-person startup selling an AI layer for drafting, triage, and scheduling in Gmail and Outlook
Little protection left
Syntropy
YC-backed app that turns specs into PRDs and parallel coding agents for complex tasks
Little protection left
Talking Computers
Two-person YC startup building AI agents that auto-optimize GPU kernels and inference speed
Little protection left
Terminal Use
Deployment platform for filesystem-based AI agents, from YC W26
Little protection left
Traverse
Traverse builds RL training environments for tasks AI can't easily verify
Little protection left
Unifold
Developer API letting on-chain apps accept multi-chain crypto deposits
Little protection left
Vela
AI agent that coordinates multi-party scheduling over email, text, WhatsApp
Little protection left
Questions people ask
Which YC Winter 2026 startups are most likely to survive?
The stronger positions in this batch are companies like ARC Prize Foundation, General Legal, and 10x Science, which serve a specific customer or role that hasn't been absorbed by a bigger platform. They show low pressure and real specialization rather than competing head to head with a free tool.
What percentage of YC W26 startups are struggling?
Out of 209 companies assessed, 123 are losing its protection and only 3 are holding steady with caveats. That means most of the batch faces real risk, which lines up with how tough the odds normally are for very young startups.
Are AI coding tool startups in this batch doomed?
The ones built specifically around spec-driven planning, like OpenSpec and Fission AI, are under heavy pressure because GitHub, AWS, and the coding agents themselves now ship that feature for free. Startups doing something narrower than a feature that big platforms want to own have better odds.
Which YC W26 startup faces the toughest competition?
Forum, an attention-contracts trading startup, faces the toughest named competition: Polymarket launched an identical product with far more liquidity and regulatory clearance the same year Forum was building its version.
Are any YC W26 space startups doing well?
GRU Space, building a lunar hotel from regolith bricks, faces pressure from NASA-backed programs and Axiom Space that already hold institutional lunar-construction budgets, and Beyond Reach Labs faces a competing product Rocket Lab already shipped. Neither shows strong footing yet.
What YC W26 startups have real openings with less competition?
Squid's live grid modeling tool, Panta's insurance brokerage for hard-to-place risk, and 10x Science's protein-data platform for pharma all show low pressure and no visible rival taking their customers yet.
What to watch
Head to head in this cohort
Other cohorts