Which startups have raised the most funding in the AI chip market?

Last updated: 13 July 2026

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market research pitch 2026 statistics AI chip market

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The AI chip market is becoming one of the most capital-intensive segments in technology, driven by demand for faster AI training, lower-cost inference, and specialized data-center acceleration.

This ranking tracks the top startups in the AI chip market by cumulative funding raised, and we update this list every month as new rounds, IPOs, acquisitions, and disclosures appear.

The current dataset shows a market shaped by a few very large funding outcomes, while dozens of private AI chip companies continue to attract capital across GPUs, inference ASICs, photonics, RISC-V, and memory-centric architectures.

And if you want to better understand this new industry, you can download our pitch covering the AI chip market.

A quick summary table

Metric Value
Most funded startup Cerebras Systems, $8.8B raised
Second most funded startup Groq, $2.4B raised
Largest funding round Cerebras Systems, $5.6B IPO in May 2026
Median funding $117M
Share of funding captured by the top 10 About 60.8%
Median time since last round About 18 months
Startups that raised funding in the last 12 months 37 startups
Total AI chip funding tracked About $34.0B across 89 startups
Active AI chip startups in the ranking 64 startups
AI chip IPO and acquisition outcomes 22 companies
Chart showing annual VC investment in AI chip startups

This chart, featured in our AI chip market deck, shows annual VC investment in AI chip startups

Top startups in the AI chip market ranked by total funding raised

Here is an updated table that ranks the top startups in the AI chip market based on the total amount of funding they have raised to date.

The table also includes the total number of funding rounds, the date and size of the latest round, the financing type (e.g. Series A, equity financing), key investors, the startup’s current status (active, IPO, acquired, or shut down), and a confidence score based on the data collected (we excluded startups with very low data confidence, to make sure everything is reliable).

If you're interested in knowing how much these startups are worth, you can check our list of the top startups in the AI chip market ranked by valuation.

# Startup What They Do Total Raised ($) Total Rounds Last Round Date Last Round Amount ($) Last Round Type Key Investors Current Stage Confidence
1 Cerebras Systems Wafer-scale AI inference systems $8.8B 10 May 2026 $5.6B IPO Public-market investors IPO Strong
2 Groq LPU inference cloud chips $2.4B 6 June 2026 $650M Growth capital Not publicly disclosed Active Partial
3 Moore Threads Full-stack Chinese GPU chips $1.8B 5 December 2025 $1.1B IPO Public investors, Shanghai Guosheng, 5Y Capital IPO Strong
4 Biren Technology Data-center GPGPU accelerator chips $1.8B 5 January 2026 $717M IPO Qiming, UBS, Ping An Group IPO Partial
5 SambaNova Systems Dataflow AI systems platform $1.5B 5 February 2026 $350M Series E Intel Capital, Vista Equity, Cambium Capital Active Strong
6 Tenstorrent RISC-V AI processors IP $1.0B 5 December 2024 $693M Series D Samsung Securities, AFW Partners, XTX Markets Active Partial
7 MetaX AI training GPU platforms $915M 4 December 2025 $596M IPO Chaos Investment, HongShan, Matrix Partners China IPO Partial
8 Rebellions AI inference accelerator infrastructure $850M 6 March 2026 $400M Pre-IPO Mirae Asset, Korea National Growth Fund, Arm Active Strong
9 Lightmatter Photonic AI interconnect compute $822M 6 October 2024 $400M Series D T. Rowe Price, Fidelity, GV Active Strong
10 Iluvatar CoreX / Tianshu Zhixin General-purpose AI GPUs $807M 4 January 2026 $473M IPO Centurium, Cedarlake, Hopu Investments IPO Strong
11 Etched Transformer-specific inference chips $800M 3 December 2025 $675M Growth / undisclosed Jane Street, VentureTech Alliance Active Partial
12 Enflame Technology Cloud AI training chips $746M 6 September 2023 $274M Series D Shanghai International Group, Tencent, Meitu Active Strong
13 Graphcore IPU AI accelerators $684M 6 December 2020 $222M Series E Ontario Teachers’, Fidelity, Schroders Acquired Partial
14 Kunlunxin Baidu AI accelerator chips $650M 5 July 2025 $283M Series D China Mobile Hecheng Fund, BYD, CICC-related capital Active Partial
15 Lightelligence Optical AI data-center chips $566M 5 April 2026 $319M IPO China Mobile, China Reform Securities, Alibaba IPO Partial
16 Celestial AI Photonic AI interconnects $520M 4 August 2025 $255M Series C1 VentureTech Alliance, Samsung Catalyst Fund, Strategic investors Acquired Strong
17 Unconventional AI Energy-efficient AI computers $475M 1 December 2025 $475M Seed Andreessen Horowitz, Lightspeed, Lux Capital Active Full
18 Cambricon AI processor and chip systems $470M 4 July 2020 $369M IPO SDIC Venture Capital, Alibaba, Lenovo IPO Partial
19 d-Matrix Digital in-memory inference chips $450M 4 November 2025 $275M Series C Bullhound Capital, Triatomic Capital, Temasek Active Partial
20 Axelera AI Edge AI accelerator chips $380M 5 February 2026 $250M Growth equity Innovation Industries, BlackRock, SiteGround Capital Active Strong
21 Vastai Technologies AI video processing chips $378M 3 January 2022 $251M Series B Alibaba Group, Matrix Partners China, 5Y Capital Active Partial
22 Rivos RISC-V AI server chips $370M 2 Undisclosed $120M Follow-on / undisclosed Not publicly disclosed Acquired Partial
23 SiMa.ai Physical AI edge chips $355M 7 August 2025 $85M Series C Maverick Capital, StepStone Group, Existing investors Active Strong
24 Hailo Edge AI accelerators $340M 6 April 2024 $120M Series C extension Gil Agmon, Poalim Equity, OurCrowd Active Strong
25 Preferred Networks AI chips and models $308M 10 June 2025 Undisclosed Extension Shin-Etsu Chemical, Sumisei Innovation Fund, SBI Group Active Partial
26 Positron AI Energy-efficient inference chips $305M 3 February 2026 $230M Series B ARENA, Jump Trading, Unless Active Full
27 Tachyum Universal AI/HPC processor $300M 3 October 2025 $220M Series C IPM Group, Across Private Investments, European investor Active Partial
28 Mythic Analog AI inference chips $290M 5 December 2025 $125M Later-stage / Growth DCVC, Honda, Lockheed Martin Active Partial
29 OLIX Computing Photonic AI inference chips $250M 2 February 2026 $220M Series A Hummingbird Ventures, Plural, Vertex Ventures US Active Partial
30 FuriosaAI Data-center AI inference accelerators $246M 4 July 2025 $125M Series C bridge KDB, IBK, Naver Active Partial
31 Enfabrica AI networking silicon $240M 2 November 2024 $115M Series C Spark Capital, Arm, Cisco Investments Active Full
32 Fractile Frontier AI inference chips $238M 3 May 2026 $220M Series B Accel, Factorial Funds, Founders Fund Active Strong
33 Taalas Model-specific AI chips $219M 3 February 2026 $169M Growth / Series D Quiet Capital, Fidelity, Pierre Lamond Active Strong
34 Wave Computing Dataflow AI processors $203M 6 November 2018 $86M Series E Oakmont Corporation, existing investors Acquired Partial
35 Kneron Edge AI neural processors $195M 5 September 2023 $49M Series B extension Foxconn, Alltek, Horizon Ventures Active Partial
36 Openchip RISC-V AI HPC processors $178M 2 June 2026 $137M Equity investment SETT, Generalitat de Catalunya Active Partial
37 Recogni AI inference accelerators $176M 3 February 2024 $102M Series C Celesta Capital, GreatPoint Ventures, Mayfield Active Strong
38 Cornami Many-core AI/security processors $164M 7 August 2025 $1M Series D-II Cendana Capital, Elysium Venture Capital, Impact Venture Capital Active Partial
39 Blaize Edge AI computing platform $158M 2 July 2021 $71M Series D Franklin Templeton, Temasek, DENSO IPO Partial
40 Untether AI At-memory AI inference chips $152M 5 July 2021 $125M Series B Tracker Capital, Intel Capital, CPPIB Shutdown Strong
41 EnCharge AI Analog in-memory AI chips $144M 3 February 2025 $100M Series B Tiger Global, Samsung Ventures, HH-CTBC Active Full
42 Luminous Computing Photonic AI supercomputer chips $123M 3 March 2022 $105M Series A Gigafund, Bill Gates, 8090 Partners Shutdown Partial
43 Achronix FPGA acceleration chips $122M 3 March 2011 $45M Series C Strategic investors, Existing investors, Intel-related syndicate Active Partial
44 Habana Labs AI training accelerators $120M 2 November 2018 $75M Series B Intel Capital, WRV Capital, Bessemer Acquired Strong
45 Neurophos Photonic AI chips $117M 2 January 2026 $110M Series A Gates Frontier, M12, Carbon Direct Active Strong
46 NeuroBlade Processing-in-memory analytics chips $110M 3 October 2021 $83M Series B Corner Ventures, Intel Capital, Grove Ventures Acquired Strong
47 MatX LLM-focused AI accelerators $105M 2 November 2024 $80M Series A Spark Capital Active Partial
48 DEEPX Edge AI semiconductors $103M 4 May 2024 $81M Series C SkyLake Equity Partners, BNW Investments, AJU IB Active Strong
49 Cornelis Networks AI/HPC network fabric $85M 3 November 2024 $20M Series B extension Downing Ventures, Intel Capital, Chestnut Street Ventures Active Partial
50 GSI Technology Compute-in-memory APUs $84M 2 October 2025 $50M Registered Direct Institutional investor, Needham IPO Partial
51 Flex Logix eFPGA and AI inference IP $82M 4 March 2021 $55M Series D Mithril Capital, Lux Capital, Eclipse Ventures Acquired Strong
52 Q.ANT Photonic AI/HPC processors $80M 1 October 2025 $80M Series A Duquesne Family Office, Cherry Ventures, UVC Partners Active Strong
53 Quadric On-device AI processor IP $72M 4 January 2026 $30M Series C BEENEXT, Uncork Capital, Pear VC Active Strong
54 NeuReality AI inference data-center processors $70M 4 March 2024 $20M Series A extension EIC Fund, Varana Capital, OurCrowd Active Partial
55 VSORA AI inference chips $66M 5 April 2025 $46M Series C / late venture Otium, Omnes Capital, Adélie Capital Active Partial
56 Vertical Compute 3D AI memory chiplets $65M 2 March 2026 $42M Seed extension Quantonation, Flanders Future Techfund, Eurazeo Active Partial
57 Esperanto Technologies RISC-V AI/HPC chips $63M 3 November 2018 $58M Series B Western Digital Capital, Fort Ross Ventures, Almaz Capital Acquired Partial
58 MemryX Edge AI accelerators $63M 3 March 2025 $44M Series B HarbourVest, M Ventures, Arm IoT Fund Active Partial
59 Sapeon Data-center AI inference chips $62M 1 2021 / 2022 $62M Corporate JV SK Telecom, SK hynix, SK Square Acquired Partial
60 Mobilint Edge NPU chips $62M 3 April 2026 $46M Series C Praxis Capital Partners, POSCO Investment, Company K Partners Active Partial
61 Oxmiq Labs Licensable GPU AI architecture $60M 2 July 2026 $35M Series A Fundomo, Samsung Catalyst Fund, MediaTek Active Strong
62 AI Analog Inference / Sagence AI Analog in-memory AI inference $58M 3 May 2023 Undisclosed Series B / later venture TDK Ventures, P7 Ventures, New Science Ventures Active Partial
63 Kinara Edge AI NPUs $54M 2 September 2021 $35M Series B Tiger Global, Silicon Motion, Western Digital Acquired Partial
64 Ventana Micro Systems RISC-V data-center CPUs $53M 2 September 2021 $38M Series B Sehat Sutardja, Weili Dai, Strategic partner Acquired Strong
65 DeePhi Tech FPGA deep-learning acceleration $50M 2 October 2017 $40M Series A+ Ant Financial, Samsung Electronics, China Growth Capital Acquired Strong
66 Ceremorphic Energy-efficient AI supercomputing chips $50M 1 January 2022 $50M Series A Ceremorphic founders Active Full
67 Salience Labs Photonic AI connectivity $42M 2 February 2025 $30M Series A Applied Ventures, ICM HPQC Fund, Oxford Science Enterprises Active Strong
68 Rain AI Neuromorphic AI inference chips $38M 3 May 2024 $8M Series A extension Sam Altman, Prosperity7 Ventures, Epic Ventures Active Partial
69 Lemurian Labs AI compute software architecture $37M 2 December 2025 $28M Series A Pebblebed, Hexagon, Good Growth Capital Active Full
70 Baya Systems Chiplet system IP $36M 1 January 2025 $36M Series B Maverick Silicon, Synopsys, Matrix Partners Active Full
71 Nervana Systems Deep-learning AI silicon $28M 5 July 2015 $21M Series A/B DCVC, Allen & Company, AME Cloud Acquired Partial
72 Arago Computing Photonic AI processors $26M 1 July 2025 $26M Seed Earlybird, Protagonist, Visionaries Tomorrow Active Full
73 DenglinAI General-purpose AI GPUs $24M 6 July 2023 Undisclosed Series C China Internet Investment Fund, Qualcomm Ventures, Forebright Capital Active Low
74 Snowcap Compute Superconducting AI compute platform $23M 1 June 2025 $23M Seed Playground Global, Cambium Capital, Vsquared Ventures Active Full
75 NEUCHIPS Recommendation inference ASICs $20M 1 October 2022 $20M Series B2 Wistron, JAFCO Asia, Powerchip Group Active Strong
76 Opticore Photonic computing chips $15M 2 September 2025 $8M Seed Origin Ventures, Jetha Capital, Neotribe Active Strong
77 Netrasemi Edge AI SoCs $15M 4 July 2025 $12M Series A Zoho, Unicorn India Ventures, Maithan Alloys Active Partial
78 Morphing Machines Reconfigurable many-core processors $14M 4 April 2026 $5M Series A tranche Hero Enterprise Partner Ventures, Colossa WomenFirst, Navam Capital Active Partial
79 Extropic Thermodynamic AI computing chips $14M 1 December 2023 $14M Seed Kindred Ventures, Valor Equity Partners, HOF Capital Active Full
80 AlphaICs Edge AI processors $11M 3 January 2021 $8M Series B Emerald Technology Ventures, Endiya Partners, Aaruha Technology Fund Active Strong
81 Lumai Optical AI accelerator chips $10M 1 April 2025 $10M Seed / venture Constructor Capital, PhotonVentures, Journey Ventures Active Full
82 Akhetonics All-optical digital processors $9M 3 November 2024 $6M Seed Matterwave Ventures, 468 Capital, Bayern Kapital Active Strong
83 GEMESYS Brain-inspired edge AI chips $9M 1 November 2024 $9M Pre-seed Amadeus APEX, Atlantic Labs, Sony Innovation Fund Active Partial
84 SEMRON 3D in-memory AI chips $8M 2 January 2024 $8M Seed Join Capital, SquareOne, OTB Ventures Active Strong
85 Flow Computing CPU parallel acceleration IP $4M 1 June 2024 $4M Pre-seed Butterfly Ventures, FOV Ventures, Superhero Capital Active Full
86 Ubitium Universal RISC-V AI processor $4M 1 November 2024 $4M Seed Runa Capital, Inflection, KBC Focus Fund Active Full
87 Vathys Deep-learning processor architecture $3M 1 2018 $3M Seed DCVC, FundersClub, Y Combinator Shutdown Low
88 deepsilicon AI chip design $1M 1 2024 $1M Seed Y Combinator Active Low
89 Zettascale Reconfigurable dataflow AI chips $1M 1 2024 $1M Seed Y Combinator, Eight Capital Management Active Strong
Market map chart showing top companies and startups in the AI chip market

This market map, featured in our AI chip market deck, highlights top companies and startups in the AI chip market

Key funding trends in the AI chip market

Insights

  • Cerebras Systems alone represents about 26% of all funding in this AI chip ranking, showing how one wafer-scale accelerator company can reshape the market’s capital profile.
  • The top 10 AI chip startups captured about 61% of total funding, which shows that capital is heavily concentrated around a small group of GPU, inference, and photonic leaders.
  • Public-market outcomes are already central to AI chip funding, with Cerebras Systems, Moore Threads, Biren Technology, MetaX, Iluvatar CoreX, Lightelligence, Cambricon, Blaize, and GSI Technology all listed as IPO-stage companies.
  • Photonic and optical AI chip startups are now a serious funding category, with Lightmatter, Celestial AI, Lightelligence, OLIX Computing, Q.ANT, Neurophos, Salience Labs, Arago Computing, Lumai, Akhetonics, and Opticore appearing in the dataset.
  • Edge AI chip companies are numerous, but most remain far smaller than data-center accelerator companies, which suggests that training and inference infrastructure still attracts the largest funding rounds.
  • AI inference is becoming more specialized, with Etched, Positron AI, d-Matrix, FuriosaAI, Fractile, Taalas, and NeuReality targeting specific model, memory, or data-center bottlenecks instead of general-purpose compute.
  • Several large recent rounds happened in 2025 and 2026, which shows that investors are still willing to fund hardware-heavy AI chip startups despite long development cycles and high capital needs.
  • Memory-adjacent AI architectures remain a major theme, with d-Matrix, EnCharge AI, Untether AI, NeuroBlade, SEMRON, and Vertical Compute reflecting investor interest in reducing data-movement costs.
Google Trends chart showing rising interest in AI chips

As this chart shows, and as featured in our AI chip market deck, search interest in AI chips has grown significantly

A few word about our methodology

As you can see, we built a database that ranks startups in the AI chip market based on their total cumulative fundraising. To create this ranking, we reviewed many sources and cross-checked information across multiple places.

Whenever possible, we prioritized official company communications, since they are the most reliable source for funding amounts. When those were not available, we relied on reputable industry sources such as TechCrunch, Crunchbase, Financial Times or Forbes (to name a few).

We excluded random blogs, unverified websites, and any sources that could not be validated.

When funding rounds were announced in other currencies such as euros, Swiss francs, Singapore dollars, Australian dollars, Chinese yuan, Korean won, or rupees, we converted them into approximate USD equivalents for consistency.

Sometimes different sources report slightly different numbers, or the exact round size is not fully disclosed. In those cases, we flag the uncertainty and assign a confidence label to each startup, visible in the last column.

Here is what they mean.

Full confidence: The company’s equity fundraising history can be reconstructed completely from public sources. The rounds, dates, amounts, and key investors are clearly identified, with no meaningful gaps.

Strong confidence: The fundraising history is largely complete and reliable. There may be a small missing detail, such as incomplete investor information or a minor round with limited data, but the overall record is clear.

Partial confidence: The main fundraising rounds can be identified, but the record is incomplete or somewhat mixed. Some rounds may be missing or certain funding events may be difficult to separate clearly.

Low confidence: Public information is too limited, inconsistent, or ambiguous to reliably reconstruct the company’s equity fundraising history.

When the confidence level is too low, we take a conservative approach and exclude the company from the ranking. We don’t want to include data that cannot be reliably verified.

This reflects how we conduct all our research, including the work behind our report covering the AI chip market.

In a world where LLMs hallucinate and unreliable information is everywhere, our goal is simple: provide data you can trust.

If you want the full detail on a specific calculation, feel free to contact us and we will gladly explain.

Finally, know that we update the dataset once per month, so come back here if you need fresh information.

Chart showing how Nvidia is leading in the AI chip market

This chart, featured in our AI chip market deck, shows how Nvidia is leading in AI chips

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