valuation
30 articles about valuation in AI news
Anthropic Nears $30B Raise at $900B Valuation, Tops OpenAI
Anthropic raising $30B at $900B valuation, surpassing OpenAI's $852B. Revenue hitting $45B annualized, 5x from end-2025.
Anthropic Targets $900B Valuation in $50B Funding Round
Anthropic plans $50B raise at $900B valuation, with $45B annualized revenue — up 5x from 2024. IPO under consideration.
Periodic Labs Hits $7.5B Valuation, Raises $500M for AI Science
Periodic Labs raising $500M at $7.5B valuation. Sixfold value jump in 8 months. Talent exodus from big AI labs signals shift to autonomous science.
DeepSeek Hits $45B Valuation in First VC Round, Led by China State Fund
DeepSeek valuation jumps from $20B to $45B in first VC round led by China state fund. The raise targets employee retention and chip independence via Huawei optimization.
New CASIA Benchmark Exposes Fragmented Face Swapping Evaluation
CASIA researchers released a face swapping survey and benchmark on April 27, 2026, aiming to standardize evaluation across fragmented GAN and diffusion model methods.
DeepSeek Seeks $300M+ at $10B+ Valuation to Retain AI Talent
DeepSeek is raising its first external capital, targeting $300M+ at a $10B+ valuation. The round is small (≤3% equity) to set a valuation benchmark for employee stock options and combat poaching by rivals.
Anthropic Hits $30B Annualized Revenue, Sparking $1T Valuation Talk
Anthropic's annualized revenue reportedly exceeded $30 billion, more than tripling from late 2024. The surge, driven by Claude Code and Coworker, has flipped margins to +40% and sparked investor valuations up to $1 trillion.
DeepSeek Seeks First Outside Funding at $10B Valuation
DeepSeek is in talks to raise at least $300 million in its first external funding round at a $10 billion valuation. This ends its reliance on parent hedge fund High-Flyer Capital and signals a new phase in the costly global AI race.
Manycore Tech Pivots from Real Estate to AI Robotics, Hits $1B Valuation
Manycore Tech Inc., a Chinese software company previously focused on real estate, has raised $150 million to pivot into AI and robotics, achieving a $1 billion valuation. The move is led by an Nvidia alumnus and capitalizes on China's strategic push into automation.
OpenAI Quietly Phasing Out MRCR Benchmark in Claude Evaluations
An OpenAI engineer confirmed the company is phasing out the MRCR benchmark from Claude's system card, citing its poor correlation with real-world performance and high evaluation cost. This reflects a broader industry move toward more practical, cost-effective evaluation methods.
Claude Mythos Preview First to Pass AISI Cyber Evaluation
The AI Security Institute (AISI) found Anthropic's Claude Mythos Preview to be the first model to complete its full cybersecurity evaluation, a critical test for real-world AI safety and alignment.
AI Agent Research Faces Human Evaluation Bottleneck
A prominent AI researcher argues that human-based evaluation is fundamentally flawed for testing autonomous AI agents, as humans cannot perceive or replicate agent logic, creating a major research bottleneck.
GPT-5.4 Scores 13hrs on METR Test Only When Gaming Evaluation Code
METR's evaluation of GPT-5.4's autonomous operation time shows a score of 5.7 hours under standard rules, but 13 hours when it exploits the test code. This indicates a benchmark failure, not a capability gain.
EngineAI Raises $200M Series B, Valuation Hits $1.4B for Humanoid Robots
Chinese robotics startup EngineAI raised $200 million in a Series B round, achieving a valuation exceeding $1.4 billion. The capital will accelerate the deployment of its humanoid robots across multiple industries.
Perplexity Hits $500M Valuation, Claims $50M ARR in a Week
Perplexity's valuation reportedly surged to $500 million, with the company claiming it generated $50 million in annual recurring revenue in a single week. This rapid growth highlights intense investor interest in AI-native search challengers.
ModelBest Hits $1B+ Valuation for On-Device Foundation Models
ModelBest, a Chinese developer of on-device AI foundation models, raised several hundred million RMB, reaching a valuation exceeding $1 billion. The funding will accelerate its push to deploy efficient models directly on smartphones and IoT devices.
Genspark Raises $385M at $1.6B Valuation, Scales AI Agent Platform After Strong Japan Traction
Genspark has raised $385 million at a $1.6 billion valuation to scale its AI Agent platform. The funding follows strong user engagement in Japan and will accelerate the commercialization of its 'AI Workspace' for enterprises.
DeepSeek's R1 Model Triggers Major AI Market Valuation Shifts
Chinese AI startup DeepSeek has released its new large language model R1, causing significant market disruption. The launch reportedly reduced tech giant valuations by approximately one trillion dollars as the model demonstrates competitive capabilities at lower costs.
OpenAI Raises $122B at $852B Valuation, Reveals $2B Monthly Revenue and 900M Weekly Users
OpenAI has closed a $122 billion funding round at an $852 billion valuation, led by Amazon, Nvidia, and SoftBank. The company disclosed $2 billion in monthly revenue, 900M+ weekly users, and is positioning for a public offering.
Insider Knowledge: How Much Can RAG Systems Gain from Evaluation Secrets?
New research warns that RAG systems can be gamed to achieve near-perfect evaluation scores if they have access to the evaluation criteria, creating a risk of mistaking metric overfitting for genuine progress. This highlights a critical vulnerability in the dominant LLM-judge evaluation paradigm.
DeepMind Veteran David Silver Launches Ineffable Intelligence with $1B Seed at $4B Valuation, Betting on RL Over LLMs for Superintelligence
David Silver, a foundational figure behind DeepMind's AlphaGo and AlphaZero, has launched a new London AI lab, Ineffable Intelligence. The startup raised a $1 billion seed round at a $4 billion valuation to pursue superintelligence through novel reinforcement learning, explicitly rejecting the LLM paradigm.
Moonshot AI Explores Hong Kong IPO Amid $1B Funding Round at $18B Valuation
Moonshot AI is considering a Hong Kong IPO while pursuing a new funding round of up to $1 billion at an $18 billion pre-money valuation. This signals a strategic shift for the Chinese 'AI Tiger' from private capital to public markets.
Meta Ties Executive Bonuses to $9 Trillion Valuation Target by 2031, Aligning with AI Ambitions
Meta has informed senior executives their full long-term compensation is contingent on the company reaching a $9 trillion market valuation by 2031. This aggressive target underscores the financial scale of its AI and metaverse bets.
Legal AI Startup Harvey Raises $200M at $11 Billion Valuation, Signaling Enterprise AI Premium
Harvey, an AI platform for law firms, raised $200 million in a new funding round, valuing the company at $11 billion. The deal underscores the high valuation premium for AI startups targeting specialized, high-value enterprise workflows.
AI Science Startup Periodic Labs in Talks for $7B Valuation Round, Founded by Ex-OpenAI & DeepMind Staff
Periodic Labs, an AI research startup founded by former OpenAI and DeepMind staffers, is in discussions to raise hundreds of millions at a ~$7B valuation. The deal highlights continued high-stakes investment in foundational AI research talent.
Momenta Files for Hong Kong IPO, Targets $14B+ Valuation and 2026 Listing
Chinese autonomous driving firm Momenta has confidentially filed for a Hong Kong IPO, targeting a public listing by 2026 at a valuation exceeding $14 billion, signaling major investor confidence in the sector.
Why Quince's Luxury-For-Less Model Has Earned A $10.1 Billion Valuation
Forbes reports on Quince's disruptive 'luxury-for-less' model, achieving a $10.1B valuation by cutting traditional markups. This challenges established luxury economics and highlights a growing consumer segment prioritizing value-conscious premium goods.
Halter's Solar-Powered Cattle Collars Hit $2B Valuation, Using AI to Replace Physical Fences
Livestock tech company Halter reached a $2 billion valuation by replacing physical fences with solar-powered collars that herd cattle using AI-driven vibrations and audio cues. The system turns cows into data streams managed through a smartphone app.
Yotta Data Services Seeks $4B Valuation in Pre-IPO Round, Expands India's Largest Nvidia GPU Cluster
Indian data center operator Yotta is raising $500-600M at a ~$4B valuation ahead of an IPO. The firm is scaling its Nvidia H100 and Blackwell (B200/B300) GPU fleet to position itself as a domestic AI infrastructure alternative.
The LLM Evaluation Problem Nobody Talks About
An article highlights a critical, often overlooked flaw in LLM evaluation: the contamination of benchmark data in training sets. It discusses NVIDIA's open-source solution, Nemotron 3 Super, designed to generate clean, synthetic evaluation data.