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Reflection

Frontier AI model development

What’s disclosed

Reflection AI signed a Nebius compute agreement worth more than $1 billion that provides access to NVIDIA chips through 2029. The agreement includes NVIDIA GB300 chips and covers future capacity for training and deploying AI models. Nebius CEO Arkady Volozh named Reflection among four newly closed core AI cloud deals and said the capacity would come online later in 2026. Nebius said all four customers validated its technology through hands-on proofs of concept before signing. It also reported discussions with all four about additional capacity and next-generation chips, including Vera Rubin.

Forbes reports that Reflection plans to use the Nebius compute to train its open-source models. Cofounder and CTO Ioannis Antonoglou said the additional capacity would support building and training frontier AI models at scale. He also said the company planned to release its open-source model later in 2026.

Reflection also names Nebius as a launch platform partner offering its Beam model.

Sources

10 sources

Nebius to Sell $1 Billion in AI Capacity to Reflection (3)

14 Jul 2026 · news.bloomberglaw.com · Web page

Dina Bass reports that Nebius agreed to sell Reflection AI more than $1 billion worth of computing capacity through 2029, providing access to NVIDIA GB300 chips.

Open original source
Nebius to Sell $1 Billion in AI Capacity to Reflection (3)14 Jul 2026 · news.bloomberglaw.com · Web pageDina Bass reports that Nebius agreed to sell Reflection AI more than $1 billion worth of computing capacity through 2029, providing access to NVIDIA GB300 chips.

Nebius (NBIS) Q2 2026 Earnings Call Transcript | The Motley Fool Previous ticker arrow Arrow down Arrow down Arrow down Arrow up Arrow down Arrow up Arrow down Arrow down Arrow down Arrow down Arrow down Arrow down Next ticker arrow

19 Aug 2026 · www.fool.com · Web page

Arkady Volozh names Reflection among four closed Nebius AI cloud deals, with capacity scheduled to come online later in 2026. Marc Boroditsky says all four customers validated Nebius technology through hands-on proofs of concept before signing. He also reports discussions with all four about significant additional capacity and next-generation chips, including Vera Rubin.

Open original source
Nebius (NBIS) Q2 2026 Earnings Call Transcript | The Motley Fool Previous ticker arrow Arrow down Arrow down Arrow down Arrow up Arrow down Arrow up Arrow down Arrow down Arrow down Arrow down Arrow down Arrow down Next ticker arrow19 Aug 2026 · www.fool.com · Web pageArkady Volozh names Reflection among four closed Nebius AI cloud deals, with capacity scheduled to come online later in 2026. Marc Boroditsky says all four customers validated Nebius technology through hands-on proofs of concept before signing. He also reports discussions with all four about significant additional capacity and next-generation chips, including Vera Rubin.

Nebius Q2 2026 shareholder letter

12 Aug 2026 · Nebius · PDF

Q2 2026 shareholder letter: selected Nebius under multi-year agreement to train/run models.

Open original source
Nebius Q2 2026 shareholder letter12 Aug 2026 · Nebius · PDFQ2 2026 shareholder letter: selected Nebius under multi-year agreement to train/run models.

Nebius Q2 2026 Earnings Call

13 Aug 2026 · www.youtube.com · Video

Arkady Volozh names Reflection among four closed core Nebius AI cloud deals averaging more than $1 billion each. He says capacity for these deals will come online later in 2026. Evidence at 02:40, 27:12, 33:12, 42:12, 45:12.

Open original source at 02:40
Nebius Q2 2026 Earnings Call13 Aug 2026 · www.youtube.com · Video · Starts at 02:40Arkady Volozh names Reflection among four closed core Nebius AI cloud deals averaging more than $1 billion each. He says capacity for these deals will come online later in 2026. Evidence at 02:40, 27:12, 33:12, 42:12, 45:12.

The reporter describes Reflection's planned purchase of Nebius compute for model training

15 Jul 2026 · Rashishrivastava98 (LinkedIn) · Web page

Rashi Shrivastava reports that Reflection plans to buy $1 billion of Nebius compute to train its open-source model. Cofounder Ioannis Antonoglou said the model was expected to be released later that year.

Open original source
The reporter describes Reflection's planned purchase of Nebius compute for model training15 Jul 2026 · Rashishrivastava98 (LinkedIn) · Web pageRashi Shrivastava reports that Reflection plans to buy $1 billion of Nebius compute to train its open-source model. Cofounder Ioannis Antonoglou said the model was expected to be released later that year.

Company context

reflection.ai

Reflection develops open-weight AI models and software for developers, researchers, and organizations building their own AI applications. Its main model, Beam, is a 501-billion-parameter mixture-of-experts system designed for coding, reasoning, and AI agent workloads. Users can access Beam through Reflection’s API platform or download its weights for deployment and customization. Reflection also develops deployment containers, customization tools, and agent software, and provides engineering support for organizations deploying models in private clouds, on premises, or in isolated environments.

Documented financing · private company

AmountUndisclosedFinancing confirmed by CEO
Valuation at announcementValuation$25B pre-money$25Bpre-money
· Reflection AI news page

Reflection reported $2B raised by October 2025.

Read follow-up source

Recent updates

8 updates
  1. Product launch

    Reflection releases Beam weights and opens public API beta

    Reflection released its first open-weight model, Beam, under Apache 2.0 for coding, reasoning and agent workloads. The release includes downloadable checkpoints, Mirror CLI and access through Reflection’s public API beta and launch partners.

    Reflection
  2. Acquisition

    Nvidia reportedly discusses Reflection acquisition or larger investment

    Channel Insider, citing Financial Times reporting, said Nvidia was in preliminary talks to acquire Reflection or increase its investment. Possible structures included an acquisition, additional equity or an arrangement involving staff and technology licensing.

    Channel Insider
  3. Acquisition

    Nvidia reportedly discusses acquiring Reflection or increasing its investment

    S&P Capital IQ reported, citing Financial Times, Bloomberg and Reuters reporting, that Nvidia was discussing an acquisition or additional investment in Reflection. Discussions remained preliminary with no agreed terms, and possible structures included hiring staff and licensing technology.

    S&P Capital IQ via MarketScreener
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Reflection

Frontier AI models · Model developers

What’s disclosed

Reflection AI signed a Nebius compute agreement worth more than $1 billion that provides access to NVIDIA chips through 2029. The agreement includes NVIDIA GB300 chips and covers future capacity for training and deploying AI models. Nebius CEO Arkady Volozh named Reflection among four newly closed core AI cloud deals and said the capacity would come online later in 2026. Nebius said all four customers validated its technology through hands-on proofs of concept before signing. It also reported discussions with all four about additional capacity and next-generation chips, including Vera Rubin.

Forbes reports that Reflection plans to use the Nebius compute to train its open-source models. Cofounder and CTO Ioannis Antonoglou said the additional capacity would support building and training frontier AI models at scale. He also said the company planned to release its open-source model later in 2026.

Reflection also names Nebius as a launch platform partner offering its Beam model.

Sources

10 sources

Nebius to Sell $1 Billion in AI Capacity to Reflection (3)

14 Jul 2026 · news.bloomberglaw.com · Web page

Dina Bass reports that Nebius agreed to sell Reflection AI more than $1 billion worth of computing capacity through 2029, providing access to NVIDIA GB300 chips.

Open original source
Nebius to Sell $1 Billion in AI Capacity to Reflection (3)14 Jul 2026 · news.bloomberglaw.com · Web pageDina Bass reports that Nebius agreed to sell Reflection AI more than $1 billion worth of computing capacity through 2029, providing access to NVIDIA GB300 chips.

Nebius (NBIS) Q2 2026 Earnings Call Transcript | The Motley Fool Previous ticker arrow Arrow down Arrow down Arrow down Arrow up Arrow down Arrow up Arrow down Arrow down Arrow down Arrow down Arrow down Arrow down Next ticker arrow

19 Aug 2026 · www.fool.com · Web page

Arkady Volozh names Reflection among four closed Nebius AI cloud deals, with capacity scheduled to come online later in 2026. Marc Boroditsky says all four customers validated Nebius technology through hands-on proofs of concept before signing. He also reports discussions with all four about significant additional capacity and next-generation chips, including Vera Rubin.

Open original source
Nebius (NBIS) Q2 2026 Earnings Call Transcript | The Motley Fool Previous ticker arrow Arrow down Arrow down Arrow down Arrow up Arrow down Arrow up Arrow down Arrow down Arrow down Arrow down Arrow down Arrow down Next ticker arrow19 Aug 2026 · www.fool.com · Web pageArkady Volozh names Reflection among four closed Nebius AI cloud deals, with capacity scheduled to come online later in 2026. Marc Boroditsky says all four customers validated Nebius technology through hands-on proofs of concept before signing. He also reports discussions with all four about significant additional capacity and next-generation chips, including Vera Rubin.

Nebius Q2 2026 shareholder letter

12 Aug 2026 · Nebius · PDF

Q2 2026 shareholder letter: selected Nebius under multi-year agreement to train/run models.

Open original source
Nebius Q2 2026 shareholder letter12 Aug 2026 · Nebius · PDFQ2 2026 shareholder letter: selected Nebius under multi-year agreement to train/run models.

Nebius Q2 2026 Earnings Call

13 Aug 2026 · www.youtube.com · Video

Arkady Volozh names Reflection among four closed core Nebius AI cloud deals averaging more than $1 billion each. He says capacity for these deals will come online later in 2026. Evidence at 02:40, 27:12, 33:12, 42:12, 45:12.

Open original source at 02:40
Nebius Q2 2026 Earnings Call13 Aug 2026 · www.youtube.com · Video · Starts at 02:40Arkady Volozh names Reflection among four closed core Nebius AI cloud deals averaging more than $1 billion each. He says capacity for these deals will come online later in 2026. Evidence at 02:40, 27:12, 33:12, 42:12, 45:12.

The reporter describes Reflection's planned purchase of Nebius compute for model training

15 Jul 2026 · Rashishrivastava98 (LinkedIn) · Web page

Rashi Shrivastava reports that Reflection plans to buy $1 billion of Nebius compute to train its open-source model. Cofounder Ioannis Antonoglou said the model was expected to be released later that year.

Open original source
The reporter describes Reflection's planned purchase of Nebius compute for model training15 Jul 2026 · Rashishrivastava98 (LinkedIn) · Web pageRashi Shrivastava reports that Reflection plans to buy $1 billion of Nebius compute to train its open-source model. Cofounder Ioannis Antonoglou said the model was expected to be released later that year.

Company context

reflection.ai

Reflection develops open-weight AI models and software for developers, researchers, and organizations building their own AI applications. Its main model, Beam, is a 501-billion-parameter mixture-of-experts system designed for coding, reasoning, and AI agent workloads. Users can access Beam through Reflection’s API platform or download its weights for deployment and customization. Reflection also develops deployment containers, customization tools, and agent software, and provides engineering support for organizations deploying models in private clouds, on premises, or in isolated environments.

Documented financing · private company

AmountUndisclosedFinancing confirmed by CEO
Valuation at announcementValuation$25B pre-money$25Bpre-money
· Reflection AI news page

Reflection reported $2B raised by October 2025.

Read follow-up source

Recent updates

8 updates
  1. Product launch

    Reflection releases Beam weights and opens public API beta

    Reflection released its first open-weight model, Beam, under Apache 2.0 for coding, reasoning and agent workloads. The release includes downloadable checkpoints, Mirror CLI and access through Reflection’s public API beta and launch partners.

    Reflection
  2. Acquisition

    Nvidia reportedly discusses Reflection acquisition or larger investment

    Channel Insider, citing Financial Times reporting, said Nvidia was in preliminary talks to acquire Reflection or increase its investment. Possible structures included an acquisition, additional equity or an arrangement involving staff and technology licensing.

    Channel Insider
  3. Acquisition

    Nvidia reportedly discusses acquiring Reflection or increasing its investment

    S&P Capital IQ reported, citing Financial Times, Bloomberg and Reuters reporting, that Nvidia was discussing an acquisition or additional investment in Reflection. Discussions remained preliminary with no agreed terms, and possible structures included hiring staff and licensing technology.

    S&P Capital IQ via MarketScreener