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AllBrave Software

Brave Software

Web browser with AI search and answers

How they use Nebius

Brave uses Nebius inference for Answer with AI in Brave Search. In its customer post, Nebius described Brave using low-level access to its compute for inference. Nebius describes a stack using vLLM, Terraform for provisioning and HAProxy for load balancing. Its customer collection reports 10–70B-parameter models and nearly 100% compute utilization. The May 2025 digest reported more than 11 million AI-generated answers daily.

At Inflection 2026, Nebius described Brave moving from self-hosted infrastructure to managed inference, with custom model quantisation and sharding. The presentation reported 16 million daily AI-summary queries at the June event. These figures describe query volumes at the time of the respective statements.

Brave’s privacy notice also identifies Nebius Token Factory as the service used by Ask Brave, which generates answers with source references. Brave says it enables Zero Data Retention, so Nebius does not store user prompts or responses after processing or use them for model training. The notice also says Nebius never sees users’ IP addresses.

Sources

6 sources

Nebius customer collection

12 Dec 2024 · Nebius · Web page

Nebius describes Brave running 10–70B-parameter models for Brave Search summaries, using Terraform provisioning and HAProxy load balancing. It reports nearly 100% compute utilization and more than 11 million AI-generated answers daily.

Open original source
Nebius customer collection12 Dec 2024 · Nebius · Web pageNebius describes Brave running 10–70B-parameter models for Brave Search summaries, using Terraform provisioning and HAProxy load balancing. It reports nearly 100% compute utilization and more than 11 million AI-generated answers daily.

Brave Search privacy notice | Brave Search

17 Oct 2026 · safe.search.brave.com · Web page

Brave says Ask Brave uses Nebius Token Factory with Zero Data Retention enabled. It states that Nebius never sees users’ IP addresses and does not retain prompts or responses after processing or use them for model training.

Open original source
Brave Search privacy notice | Brave Search17 Oct 2026 · safe.search.brave.com · Web pageBrave says Ask Brave uses Nebius Token Factory with Zero Data Retention enabled. It states that Nebius never sees users’ IP addresses and does not retain prompts or responses after processing or use them for model training.

Nebius Inflection 2026 · 22:58

19 Jun 2026 · Nebius · Video

22:58: Describes Brave moving from self-hosting to a managed inference platform for real-time AI summaries, with custom quantization and sharding. The presentation reports 16 million daily queries at the event.

Open original source at 22:58
Nebius Inflection 2026 · 22:5819 Jun 2026 · Nebius · Video · Starts at 22:5822:58: Describes Brave moving from self-hosting to a managed inference platform for real-time AI summaries, with custom quantization and sharding. The presentation reports 16 million daily queries at the event.

Nebius April 2025 digest

7 May 2025 · Nebius · Web page

Nebius names Brave as a customer and describes supporting Answer with AI. The May 2025 digest reports more than 11 million answers daily and 1.3 billion queries monthly.

Open original source
Nebius April 2025 digest7 May 2025 · Nebius · Web pageNebius names Brave as a customer and describes supporting Answer with AI. The May 2025 digest reports more than 11 million answers daily and 1.3 billion queries monthly.

Nebius Describes Nebius inference behind Answer with AI in Brave Search

28 Apr 2025 · Nebius · Web page

Nebius described Brave using low-level access to its compute for Answer with AI inference, with vLLM, HAProxy, Terraform and custom model quantization and sharding. It reported nearly 100% compute utilization and AI summaries for over 11 million queries daily.

Open original source
Nebius Describes Nebius inference behind Answer with AI in Brave Search28 Apr 2025 · Nebius · Web pageNebius described Brave using low-level access to its compute for Answer with AI inference, with vLLM, HAProxy, Terraform and custom model quantization and sharding. It reported nearly 100% compute utilization and AI summaries for over 11 million queries daily.

Company context

brave.com

Brave Software develops privacy-focused browsing, search, and AI tools for consumers, developers, and advertisers. Its Brave browser blocks third-party ads and trackers by default and includes Leo, an AI assistant for answering questions, summarizing pages, and generating content. Brave Search uses its own web index and offers AI answers and conversational search. Developers use the Brave Search API to supply web results to applications and AI systems. Other products include Brave Wallet, Firewall + VPN, Brave Talk, and an advertising platform connected to optional BAT rewards.

Brave — About Brave

Documented financing · private company

AmountUndisclosedVenture investment through Oregon Enterprise Blockchain Venture Studio
· Concord — Blockchain Venture Studio Follow-Up & R/GA Ventures Investment

Recent updates

6 updates
  1. Product launch

    Brave launches end-to-end encrypted Leo chats

    Brave made end-to-end encrypted Leo chats available across Nightly, Beta and Release channels using GLM 5.3 Flash. The capability combines Oblivious HTTP with attested confidential computing operated by NEAR AI.

    Brave
  2. Product launch

    Brave launches Accounts for signing into its services

    Brave introduced Accounts, initially supporting Email Aliases. The system uses the OPAQUE protocol so users’ passwords are never transmitted to Brave’s servers.

    Brave
  3. Product launch

    Brave adds Email Aliases

    Brave added browser-integrated email aliases in its desktop browser.

    Brave announcement
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Brave Software

Browser and AI answers · Consumer

How they use Nebius

Brave uses Nebius inference for Answer with AI in Brave Search. In its customer post, Nebius described Brave using low-level access to its compute for inference. Nebius describes a stack using vLLM, Terraform for provisioning and HAProxy for load balancing. Its customer collection reports 10–70B-parameter models and nearly 100% compute utilization. The May 2025 digest reported more than 11 million AI-generated answers daily.

At Inflection 2026, Nebius described Brave moving from self-hosted infrastructure to managed inference, with custom model quantisation and sharding. The presentation reported 16 million daily AI-summary queries at the June event. These figures describe query volumes at the time of the respective statements.

Brave’s privacy notice also identifies Nebius Token Factory as the service used by Ask Brave, which generates answers with source references. Brave says it enables Zero Data Retention, so Nebius does not store user prompts or responses after processing or use them for model training. The notice also says Nebius never sees users’ IP addresses.

Sources

6 sources

Nebius customer collection

12 Dec 2024 · Nebius · Web page

Nebius describes Brave running 10–70B-parameter models for Brave Search summaries, using Terraform provisioning and HAProxy load balancing. It reports nearly 100% compute utilization and more than 11 million AI-generated answers daily.

Open original source
Nebius customer collection12 Dec 2024 · Nebius · Web pageNebius describes Brave running 10–70B-parameter models for Brave Search summaries, using Terraform provisioning and HAProxy load balancing. It reports nearly 100% compute utilization and more than 11 million AI-generated answers daily.

Brave Search privacy notice | Brave Search

17 Oct 2026 · safe.search.brave.com · Web page

Brave says Ask Brave uses Nebius Token Factory with Zero Data Retention enabled. It states that Nebius never sees users’ IP addresses and does not retain prompts or responses after processing or use them for model training.

Open original source
Brave Search privacy notice | Brave Search17 Oct 2026 · safe.search.brave.com · Web pageBrave says Ask Brave uses Nebius Token Factory with Zero Data Retention enabled. It states that Nebius never sees users’ IP addresses and does not retain prompts or responses after processing or use them for model training.

Nebius Inflection 2026 · 22:58

19 Jun 2026 · Nebius · Video

22:58: Describes Brave moving from self-hosting to a managed inference platform for real-time AI summaries, with custom quantization and sharding. The presentation reports 16 million daily queries at the event.

Open original source at 22:58
Nebius Inflection 2026 · 22:5819 Jun 2026 · Nebius · Video · Starts at 22:5822:58: Describes Brave moving from self-hosting to a managed inference platform for real-time AI summaries, with custom quantization and sharding. The presentation reports 16 million daily queries at the event.

Nebius April 2025 digest

7 May 2025 · Nebius · Web page

Nebius names Brave as a customer and describes supporting Answer with AI. The May 2025 digest reports more than 11 million answers daily and 1.3 billion queries monthly.

Open original source
Nebius April 2025 digest7 May 2025 · Nebius · Web pageNebius names Brave as a customer and describes supporting Answer with AI. The May 2025 digest reports more than 11 million answers daily and 1.3 billion queries monthly.

Nebius Describes Nebius inference behind Answer with AI in Brave Search

28 Apr 2025 · Nebius · Web page

Nebius described Brave using low-level access to its compute for Answer with AI inference, with vLLM, HAProxy, Terraform and custom model quantization and sharding. It reported nearly 100% compute utilization and AI summaries for over 11 million queries daily.

Open original source
Nebius Describes Nebius inference behind Answer with AI in Brave Search28 Apr 2025 · Nebius · Web pageNebius described Brave using low-level access to its compute for Answer with AI inference, with vLLM, HAProxy, Terraform and custom model quantization and sharding. It reported nearly 100% compute utilization and AI summaries for over 11 million queries daily.

Company context

brave.com

Brave Software develops privacy-focused browsing, search, and AI tools for consumers, developers, and advertisers. Its Brave browser blocks third-party ads and trackers by default and includes Leo, an AI assistant for answering questions, summarizing pages, and generating content. Brave Search uses its own web index and offers AI answers and conversational search. Developers use the Brave Search API to supply web results to applications and AI systems. Other products include Brave Wallet, Firewall + VPN, Brave Talk, and an advertising platform connected to optional BAT rewards.

Brave — About Brave

Documented financing · private company

AmountUndisclosedVenture investment through Oregon Enterprise Blockchain Venture Studio
· Concord — Blockchain Venture Studio Follow-Up & R/GA Ventures Investment

Recent updates

6 updates
  1. Product launch

    Brave launches end-to-end encrypted Leo chats

    Brave made end-to-end encrypted Leo chats available across Nightly, Beta and Release channels using GLM 5.3 Flash. The capability combines Oblivious HTTP with attested confidential computing operated by NEAR AI.

    Brave
  2. Product launch

    Brave launches Accounts for signing into its services

    Brave introduced Accounts, initially supporting Email Aliases. The system uses the OPAQUE protocol so users’ passwords are never transmitted to Brave’s servers.

    Brave
  3. Product launch

    Brave adds Email Aliases

    Brave added browser-integrated email aliases in its desktop browser.

    Brave announcement