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Modal Labs closing $750M round at $15.75B valuation as AI inference demand soars. Tl;dr. * Modal Labs is reportedly closing a $750M round at a $15.75B valuation, more than tripling its valuation from just four months ago amid explosive demand for AI inference. * The surge reflects a broader market shift from model training to inference, where developers are paying a premium for serverless, on-demand GPU infrastructure that scales instantly. * The raise would position Modal as one of the most valuable AI clouds, putting it in direct competition with CoreWeave, Nebius, Lambda, Together AI, and Fireworks AI. A whale-sized round for serverless GPUs. Modal Labs, the New York-based AI infrastructure startup known for its developer-first serverless cloud, is reportedly nearing a massive $750 million funding round that would value the company at $15.75 billion. If finalized, the deal would mark one of the largest private raises for an AI infrastructure company this year and cement Modal as a breakout winner in the second wave of the AI cloud boom. The new valuation represents a stunning leap - more than 3x higher than where the company was valued just four months ago - underscoring how quickly investor appetite for inference infrastructure has accelerated. Sources familiar with the matter say the round is expected to close in the coming weeks, though terms could still shift. Modal has not publicly commented on the raise. From developer darling to decacorn contender. Founded in 2021 by Erik Bernhardsson, former CTO at Better.com and early Spotify engineer behind its music recommendation system, Modal started as a radically simpler alternative to AWS and Kubernetes for running code in the cloud. Its pitch: developers can run any AI workload - from batch jobs to large language model inference - with a single line of Python, no DevOps required. Containers spin up in seconds, scale to thousands of GPUs, and spin down to zero, with customers paying only by the second. That serverless model has struck a chord with AI startups and enterprises drowning in GPU complexity and costs. The company says it now powers workloads for thousands of teams in generative media, voice AI, biotech, and autonomous agents, with usage and revenue growing multiple-fold year-over-year. The reported $15.75 billion valuation is a dramatic jump from Modal's prior valuation earlier this summer, when the company was said to be worth around $5 billion. That prior round itself was already a sharp step-up from its $1 billion-plus valuation in late 2025, charting one of the steepest valuation curves in enterprise tech. Why inference providers are commanding premium valuations. Modal's meteoric rise isn't happening in a vacuum. Investors are pouring tens of billions into what many now call the inference economy. For the past three years, most AI infrastructure capital went toward training - massive clusters of Nvidia H100s and GB200s to build foundation models. Now, the money is shifting to serving those models to hundreds of millions of users. Inference is recurring, high-volume, and increasingly where the margins are. Several forces are driving the premium: First, demand is exploding. The rise of AI agents, real-time voice, video generation, and reasoning models that use 10x to 100x more compute per query has created insatiable need for low-latency GPU capacity. Second, developers want simplicity. Unlike hyperscalers that sell raw capacity by the hour, serverless inference platforms like Modal abstract away autoscaling, cold starts, and GPU orchestration. That ease-of-use commands higher gross margins and fierce loyalty. Third, scarcity equals pricing power. Despite easing shortages, access to latest-generation Nvidia Blackwell chips remains constrained. Neoclouds that secured supply early and can deliver it efficiently are able to grow revenue at triple-digit rates. As one venture investor put it recently, training was a one-time capex boom, inference is a forever software margin. How Modal stacks up against rivals. The AI cloud market has bifurcated into two camps, and Modal is trying to bridge both. On one side are the heavy-asset neoclouds like CoreWeave, now public and valued at over $40 billion, Nebius, Crusoe, and Lambda. These companies raise billions in debt to build massive data centers and lease GPU capacity to hyperscalers and labs on multi-year contracts. On the other side are developer-centric inference platforms like Together AI, last valued at over $3.3 billion, Fireworks AI, valued at $4 billion, and Baseten. These companies compete on speed, model library, and API experience rather than raw megawatts. Modal sits somewhat apart. Unlike pure model-API providers, it lets customers bring any custom model, container, or workflow - not just open-source LLMs. And unlike CoreWeave, it owns no massive data centers itself, instead orchestrating capacity across partners with a software-first layer that optimizes utilization to the second. That asset-light approach has been both its superpower and the bear case against it. Bulls argue Modal can scale faster with far less debt and achieve software-like 70%-plus margins. Skeptics question whether it can guarantee supply of cutting-edge chips at scale without owning the underlying iron, especially as rivals lock up power and Nvidia allocations for years ahead. With $750 million in fresh capital, Modal would have the war chest to answer those doubts - pre-purchasing compute, expanding global regions, and potentially striking dedicated capacity deals while continuing to pour into engineering talent. What comes next. If the round closes as reported, Modal will join an elite tier of private AI infrastructure companies worth over $10 billion, alongside Databricks, OpenAI's infrastructure affiliates, and CoreWeave before its IPO. The key questions now are burn versus growth, path to profitability, and whether an IPO is on the horizon. At $15.75 billion, public-market expectations will be unforgiving - investors will want to see sustained triple-digit growth, enterprise traction beyond startups, and defensibility against both AWS and Nvidia-backed rivals. For now, though, the message from the market is clear: in 2026, inference is king, and Modal Labs is one of its crown princes. AndroGuider Team Articles written by the AndroGuider team. Androguider try to make them thorough and informational while being easy to read.

Modal Labs nearing $750M funding round at $15.75B valuation led by Accel. 2026-09-28 14:34:28 Key takeaways. * Modal Labs is nearing a $750 million funding round led by Accel at $15.75 billion valuation. * The new round more than triples Modal's valuation from $4.65 billion reached four months ago. * Modal had surpassed $300 million in annualized revenue as of May. AI inference infrastructure provider Modal Labs is nearing a $750 million funding round led by Accel at a $15.75 billion valuation that includes the investment, according to a source with knowledge of the funding. The new round would more than triple Modal's valuation from the $4.65 billion it reached when it announced its $355 million previous fundraise four months ago. The deal comes amid soaring demand for inference services, the process of running an AI model that's already been trained to generate outputs, particularly from customers relying on open-source models. Modal Labs secures $750M funding led by Accel. The size of the round has not been previously reported, though Axios and Bloomberg have reported other details of the deal. Other inference startups are also in talks to raise fresh capital at much higher valuations. Baseten is nearing an infusion of capital at a $26 billion valuation, doubling what it was worth in June, Bloomberg reported. Meanwhile, Fireworks and Fal, a startup providing inference for video and image generation, have also talked to investors about new rounds that would significantly increase their valuations, according to The Information. Although revenue for these companies has been growing rapidly, their margins are thin, largely because the cost of acquiring or leasing compute remains very high. Fireworks announced in July that its annualized revenue had hit $1 billion, a fivefold increase from the year before. Multiple inference-focused startups are expected to reach the same revenue milestone by year's end, according to the source. As of May, Modal had surpassed $300 million in annualized revenue, it told Reuters at the time. Modal Labs founded by former Spotify and Scale AI engineers. Modal was founded in 2021 by CEO Erik Bernhardsson and CTO Akshat Bubna. Bernhardsson, who is Swedish, spent more than 15 years building data teams at companies including Spotify, where he helped build the music-streaming service's recommendation system, and Better.com, the online mortgage lender, where he served as chief technology officer. Bubna studied math and computer science at MIT and was an early staff engineer at Scale AI, the data-labeling startup, before co-founding Modal. The company, which is based in New York and estimated to have roughly 150 employees, lets developers train AI models and run other compute-heavy workloads without managing their own servers. Its web page lists customers that include the coding startup Cognition, the AI music generator Suno, the fintech company Ramp, and the publishing platform Substack. Modal Labs disclosed customer data breach in late July. The fundraising talks come two months after Modal was pulled into one of the AI industry's most closely watched security incidents. In late July, Modal disclosed that a customer's data had been compromised as part of the same hacking campaign carried out by a rogue OpenAI agent against Hugging Face. Modal Chief Technology Officer Akshat Bubna said the breach traced back to a flaw in a customer's own code, not to Modal's systems. "We're aware a Modal customer published an unauthenticated endpoint that allowed anyone on the internet to use their sandboxes for code execution," Bubna said in a statement to press outlets at the time. "This was used by the rogue agent. Modal's platform was not compromised in any way," he added. Faq. What is Modal Labs' new funding round valuation? Modal Labs is nearing a $750 million funding round led by Accel at a $15.75 billion valuation that includes the investment, according to a source with knowledge of the funding. Who founded Modal Labs and when? Modal Labs was founded in 2021 by CEO Erik Bernhardsson, a former Spotify and Better.com executive, and CTO Akshat Bubna, an early staff engineer at Scale AI. What was Modal Labs' annualized revenue as of May? As of May, Modal had surpassed $300 million in annualized revenue, according to what the company told Reuters at the time. Disclaimer: The information on this page may come from third-party sources and is for reference only. It does not represent the views or opinions of Gate and does not constitute any financial, investment, or legal advice. Virtual asset trading involves high risk. Please do not rely solely on the information on this page when making decisions. For details, see the Disclaimer.

Serverless AI cloud Modal Labs is in talks to raise funding at a $15B valuation, up from $4.65B four months ago, as rival Baseten eyes $26B amid a boom in AI inference and coding sandboxes.