- Companies
- Modal Labs
Modal Labs Revenue, Valuation, Funding & Investors
Modal Labs is valued at $16B as of October 2026, a 15.8x revenue multiple. Modal Labs revenue was $1B, as disclosed with its latest round.
Last Modal Labs valuation
$16B
Series D · Oct 2026
Last Modal Labs funding round
$750M
Series D · Oct 2026
Modal Labs revenue
$1B
Series D · Oct 2026
Key investors in Modal Labs
Redpoint
Amplify Partners
Lux Capital
Accel
General Catalyst
Bain Capital Ventures
About Modal Labs
Modal Labs is a New York-headquartered cloud infrastructure company that runs compute-heavy artificial intelligence workloads for developers. Its platform offers inference, sandboxes for coding agents, training and batch jobs on GPUs that start in seconds, with usage-based pricing and capacity pooled across many cloud providers. Erik Bernhardsson and Akshat Bubna founded the company in 2021, and the team works from New York, Stockholm and San Francisco. Customers use it for generative AI inference, model fine-tuning, computational biotech and media processing.
Founded
2021
HQ
Website
Status
Privately held
Customer focus
B2B
Revenue model
Usage-based, Subscription
Revenue
$1B (Oct 2026)
Valuation
$16B (Oct 2026)
Modal Labs Valuation
Modal Labs is currently valued at $16B, based on its Series D in October 2026. Read the announcement ↗
The $750M round was led by Accel, with participation from General Catalyst, Redpoint, Menlo Ventures, Kleiner Perkins, Lux Capital and 2 other investors.
Modal Labs' valuation has grown 14x from $1.1B at its Series B in September 2025 to $16B in October 2026, across 3 priced rounds.
Modal Labs valuation by funding round
Revenue multiple| Date | Stage | Valuation | Revenue Multiple |
|---|---|---|---|
| Oct 2026 | Series D | $16B | 15.8x |
| May 2026 | Series C | $4.7B | 15.5x |
| Sep 2025 | Series B | $1.1B | 22.0x |
Modal Labs Revenue
Modal Labs' latest recorded revenue is $1B, as of its Series D in October 2026. At a $16B valuation, that implies a 15.8x revenue multiple.
Revenue grew from $50M in September 2025 to $1B in October 2026, while the revenue multiple moved from 22.0x to 15.8x.
Modal Labs revenue by funding round
| Date | Revenue * | Valuation | Revenue Multiple | Stage |
|---|---|---|---|---|
| Oct 2026 | $1B | $16B | 15.8x | Series D |
| May 2026 | $300M | $4.7B | 15.5x | Series C |
| Sep 2025 | $50M | $1.1B | 22.0x | Series B |
* Revenue (or ARR) figures are the values recorded alongside each funding round. Typically run-rate revenue at the time of the deal, or a reported LTM (last 12 months) revenue.
Modal Labs Funding History
Modal Labs has raised a total of $1.2B across 5 funding rounds.
Modal Labs' first fundraising round was a $7M seed round in January 2022. The most recent completed round was a $750M Series D in October 2026.
Modal Labs funding rounds
| Date | Stage | Investors | Raised | Valuation | Deal Summary |
|---|---|---|---|---|---|
| Oct 2026 | Series D | Accel (lead); General Catalyst; Redpoint; Menlo Ventures; Kleiner Perkins; Lux Capital; Amplify Partners; Bain Capital Ventures | $750M | $16B | Modal Labs raised a USD 750 million round led by Accel in October 2026, at a valuation of USD 15.75 billion that includes the new investment. The company announced the financing as its Series D alongside the milestone of USD 1 billion in annualised run-rate revenue. The valuation more than tripled the USD 4.65 billion reached four months earlier, when Modal announced a USD 355 million Series C led by General Catalyst and Redpoint, with Menlo Ventures, Bain Capital Ventures and Accel joining as new investors. The company had passed USD 300 million in annualised revenue by May 2026. Modal was founded in 2021 by Erik Bernhardsson and Akshat Bubna and has teams in New York, Stockholm and San Francisco. It provides cloud infrastructure for developing, training and serving AI applications, including inference, sandboxes for coding agents and training on GPUs. Pricing is usage-based, and customers include AI teams running generative inference, model fine-tuning, computational biotech and media processing workloads. |
| May 2026 | Series C | General Catalyst (lead); Redpoint (lead); Menlo Ventures; Bain Capital Ventures; Accel | $355M | $4.7B | Modal Labs raised USD 355 million in a Series C at a USD 4.65 billion post-money valuation. The round was led by General Catalyst and Redpoint, with participation from Accel, Menlo Ventures, and Bain Capital Ventures; existing major investors also participated. The financing was completed in two tranches, with the first tranche priced at a USD 2.5 billion valuation before additional demand lifted the final valuation to USD 4.65 billion. The company said the new capital follows fivefold growth since September and supports continued expansion of its AI infrastructure platform for developers running AI and machine learning workloads. The raise comes after a February 2026 report that Modal was in talks around a USD 2.5 billion valuation and had an ARR of about USD 50 million at that time, indicating rapid revenue acceleration into May 2026. Modal was founded in 2021 by Erik Bernhardsson and Akshat Bubna and is described as a cloud computing platform and serverless AI infrastructure startup. Modal has now raised a total of USD 466 million in reported equity funding. The company said it surpassed USD 300 million in annualized revenue, and it has described the round as reflecting investor conviction in the scale of demand for AI infrastructure. No EBITDA figure was disclosed. |
| Sep 2025 | Series B | Lux Capital (lead); Redpoint; Amplify Partners | $87M | $1.1B | Modal Labs is an AI-native infrastructure startup founded by Erik Bernhardsson and Akshat Bubna, providing a global, code-first compute platform designed specifically for AI and machine learning workloads. The platform supports the full ML lifecycle, from training and inference to batch processing and sandboxed environments, offering instant access to pooled GPUs and CPUs with serverless usage-based pricing and sub-second container startups. Modal closed an $87 million Series B funding round in September 2025 led by Lux Capital, with participation from existing investors. The round valued the company at $1.1 billion post-money and brought total capital raised to $111 million. The company will use the funds to expand its product suite, scale its global compute network, and optimize its infrastructure for AI developers. Modal's product offerings include Inference for running LLMs and generative models on thousands of GPUs, Sandboxes for secure dynamically-defined environments for agents, Batch for launching massive parallel jobs, Training with RDMA-interconnected clusters, and Notebooks for collaborative data analysis. The company serves a wide range of use cases, including generative AI, LLM fine-tuning, computational biotech, drug discovery, media processing, batch transcription, and protein folding. Headquartered in New York with offices in Stockholm and San Francisco, Modal's customer base includes leading biotech and AI companies ranging from startups to established technology firms. The team comprises experienced engineers, product leaders, academic researchers, and creators of widely-used open-source projects, emphasizing developer experience as a core principle to enable rapid iteration and efficient deployment of AI models into production. |
| Oct 2023 | Series A | Redpoint (lead); Lux Capital; Definition; Amplify Partners | $17M | - | Modal Labs raised $16 million in its Series A funding round on October 10, 2023, led by Redpoint Ventures with participation from Amplify Partners, Lux Capital, Definition Capital, and others, bringing total funding to $23 million following a prior seed round. The company provides cloud-based infrastructure for data teams, enabling serverless GPU-based inference for generative AI applications, computational biotech, media processing, and other complex computing needs. Early customers included Ramp, Substack, and SphinxBio. Modal plans to use the funds to accelerate product development, expand to enterprise customers in pharmaceuticals and financial services, and hire engineers in New York City. |
| Jan 2022 | Seed | Amplify Partners (lead); Leigh Marie Braswell; Bucky Moore; Karim Atiyeh | $7M | - | Modal Labs raised a $7 million seed round in January 2022 led by Amplify Partners to develop its initial AI infrastructure and cloud data services platform. Investors included Amplify Partners, with participation from others such as Bucky Moore, Karim Atiyeh, and Leigh Marie Braswell. The company provides cloud-based infrastructure for developers and data teams, focusing on serverless GPU compute for AI workloads like model inference and fine-tuning. Following the seed round, Modal Labs progressed with later financings, including a $16 million Series A in October 2023 led by Redpoint Ventures and Amplify Partners at a $138 million pre-money valuation, bringing total funding to $23 million. The platform launched publicly in 2023, attracting early customers like Ramp, Substack, and SphinxBio. |
Who has invested in Modal Labs?
12 investors have backed Modal Labs across its funding rounds, including Redpoint, Amplify Partners, Lux Capital, Accel, General Catalyst and Bain Capital Ventures.
Lead investors include Accel, General Catalyst, Redpoint, Lux Capital and Amplify Partners.
Modal Labs Investors
| Investor | HQ | Rounds | Role | First check |
|---|---|---|---|---|
| 4 | Lead | Oct 2023 | ||
| 4 | Lead | Jan 2022 | ||
| 3 | Lead | Oct 2023 | ||
| 2 | Lead | May 2026 | ||
| 2 | Participant | May 2026 | ||
| 2 | Participant | May 2026 | ||
| 2 | Lead | May 2026 | ||
| 1 | Participant | Oct 2026 | ||
| 1 | Participant | Jan 2022 | ||
| 1 | Participant | Oct 2023 | ||
This data is available for Pro users. Sign up to see all 12 Modal Labs investors. Start Free Trial | ||||
Benchmark 350K+ Funding Rounds and Disclosed VC Valuation Multiples
Sign up to see data on 350K+ funding rounds and disclosed revenue and EBITDA valuation multiples, from seed, through growth stage, to pre-IPO.
Start Free TrialAcquisitions by Modal Labs
Modal Labs has acquired 2 companies to date.
Last acquisition by Modal Labs was on May 27th 2025. Modal Labs acquired Twirl for undisclosed valuation.
Latest Acquisitions by Modal Labs
| Description | - | Tidbyt is a San Francisco-headquartered maker of customizable smart LED displays showing weather, stocks, calendars, transit schedules, and custom animations. The Wi-Fi-enabled device integrates with Home Assistant and IFTTT, shipping to customers in the U.S. and Canada. Tidbyt produces wall-mount and desk models with 64x32 pixel matrices. |
| HQ Country | ||
| HQ City | - | New York City, NY |
| Deal Date | 27 May 2025 | 7 Nov 2024 |
| Valuation | undisclosed | undisclosed |
| EV/Revenue | ||
| EV/EBITDA | ||
This data is available for Pro users. Sign up to see all Modal Labs acquisitions and their M&A valuation multiples. Start Free Trial | ||
Modal Labs Competitors
Modal Labs competitors include listed companies like C3.ai and Presight AI, and private ones like Lovable, Reflection.Ai, Factory and OpenAI.
| Company | HQ | Status | Revenue | EBITDA | Valuation | Revenue Multiple |
|---|---|---|---|---|---|---|
| Private | $500M | - | $13B | 26.6x | ||
| Private | - | - | $25B | - | ||
| Private | - | - | $5B | - | ||
| Publicly listed | $250M | ($484M) | $1.9B | 5.3x | ||
| Private | $25B | - | $852B | 34.1x | ||
| Publicly listed | $825M | $214M | $5.3B | 4.9x |
Modal Labs Public Comps
Modal Labs is still privately-owned, but its public comps include IonQ, JFrog, DigitalOcean, GitLab, MiniMax Group, Presight AI, MongoDB, Ncino, Affle 3i and Z.ai.
| Last FY | EV/Revenue | EV/EBITDA | ||||||
|---|---|---|---|---|---|---|---|---|
| Revenue | EBITDA | Last FY | LTM | 2027E | Last FY | LTM | 2027E | |
| $130M | ($531M) | 83.4x | 27.5x | (20.4x) | (26.4x) | |||
| $532M | ($67M) | 20.4x | 17.1x | (160.8x) | 85.6x | |||
| $901M | $343M | 12.5x | 10.0x | 33.0x | 25.4x | |||
| $955M | ($82M) | 8.2x | 7.2x | (94.7x) | 48.8x | |||
| $79M | ($1.9B) | 77.1x | - | (3.2x) | - | |||
| $825M | $214M | 6.0x | 4.9x | 23.0x | 19.1x | |||
| $2.5B | ($104M) | 10.6x | 9.0x | (251.1x) | 42.3x | |||
| $595M | $65M | 4.5x | 4.2x | 41.1x | 16.1x | |||
This data is available for Pro users. Sign up to see all Modal Labs competitors and their valuation data. Start Free Trial | ||||||||
Common questions about Modal Labs
| When was Modal Labs founded? | Modal Labs was founded in 2021. |
| Where is Modal Labs headquartered? | Modal Labs is headquartered in New York, United States. |
| Is Modal Labs publicly listed? | No, Modal Labs is a private, VC-backed company. |
| What is Modal Labs' valuation? | Modal Labs was last valued at $16B in its Series D in October 2026. |
| How much funding has Modal Labs raised? | Modal Labs has raised $1.2B across 5 funding rounds. |
| What was Modal Labs' last funding round? | Modal Labs' last funding round was a $750M Series D in October 2026, led by Accel. |
| Who are Modal Labs' investors? | Modal Labs' investors include Redpoint, Amplify Partners, Lux Capital, General Catalyst, Menlo Ventures, Bain Capital Ventures, Accel, Kleiner Perkins, Leigh Marie Braswell, Definition and 2 others. |
| What is Modal Labs' revenue? | Modal Labs' latest recorded revenue is $1B (October 2026). |
| What is Modal Labs' revenue multiple? | Modal Labs' latest valuation implies a 15.8x revenue multiple ($16B valuation on $1B of revenue). |
| Which companies are comparable to Modal Labs? | Companies comparable to Modal Labs include Lovable, Reflection.Ai, Factory, C3.ai, OpenAI and Presight AI. |
| How many companies has Modal Labs acquired? | Modal Labs has acquired 2 companies, including Twirl and Tidbyt. |
See companies similar to Modal Labs
Start Your
Free Trial Today
Try Multiples for free for 3 days. Got questions or need a demo? Schedule a call with us below.




