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AllMithril

Mithril

GPU capacity and compute orchestration

How they use Nebius

Mithril uses Nebius Token Factory for real-time and batch inference. Its testimonial describes running and optimizing large workloads while retaining the flexibility and transparency of open models. Mithril also integrates Nebius H100 and H200 capacity into its compute marketplace. Foundry rebranded as Mithril in August 2025.

Nebius listed Foundry as a marketplace ecosystem partner in its May 2025 earnings presentation. A July 2025 company post announced access to Nebius H100, H200 and Blackwell infrastructure through Foundry Cloud Platform. Nebius’s July digest describes access to Nebius AI Cloud regions through Mithril Console for customer experimentation, large-scale training and production inference. Mithril’s announcement also describes access through its compute API. Nebius’s launch post names eu-north1, eu-central1 and eu-west1 as the regions offering H100 and H200 instances through custom reservations. Nebius’s partner catalogue describes self-serve access across three European regions, with H100 and H200 capacity or dedicated GB200 NVL72 and HGX B200 clusters available for training and inference. In March 2026, founder Jared Quincy Davis described tools that let Nebius customers turn standard reservations into flexible reservations. Customers can pause reservations to earn when their nodes serve Mithril’s preemptible pools and reclaim them when needed. In a GTC 2026 interview published in April, Davis described a joint product being launched with Nebius that would also allow early termination, upgrades to new compute types and rebates when others use idle instances.

SemiAnalysis reported in September 2026 that Mithril’s marketplace covered three Nebius availability zones with H100 or H200 capacity. It reported a scale-out networking option only for H200. Mithril’s engineering recruitment describes intended work to bring Nebius resources under management through the Mithril API.

Sources

7 sources

Nebius integration announcement

27 Sept 2026 · Mithril · Web page

Mithril announced a strategic partnership with Nebius and says it tested and benchmarked Nebius infrastructure and the integration. Customers can access Nebius AI Cloud through Mithril Console and its compute API. H100 and H200 reservations span three European regions, with upcoming Blackwell capacity also offered.

Open original source
Nebius integration announcement27 Sept 2026 · Mithril · Web pageMithril announced a strategic partnership with Nebius and says it tested and benchmarked Nebius infrastructure and the integration. Customers can access Nebius AI Cloud through Mithril Console and its compute API. H100 and H200 reservations span three European regions, with upcoming Blackwell capacity also offered.

GeekWire Studios: Nebius at NVIDIA GTC 2026 | Jared Quincy Davis, Mithril

16 Apr 2026 · www.youtube.com · Video

Jared Quincy Davis describes Mithril’s partnership with Nebius and a joint flexible-reservations product being launched. He says users can pause or terminate instances early, upgrade compute and receive rebates when others use their idle instances. Evidence at 00:49, 05:40.

Open original source at 00:49
GeekWire Studios: Nebius at NVIDIA GTC 2026 | Jared Quincy Davis, Mithril16 Apr 2026 · www.youtube.com · Video · Starts at 00:49Jared Quincy Davis describes Mithril’s partnership with Nebius and a joint flexible-reservations product being launched. He says users can pause or terminate instances early, upgrade compute and receive rebates when others use their idle instances. Evidence at 00:49, 05:40.

Nebius Token Factory testimonial

27 Sept 2026 · Nebius · Web page

Mithril’s Raghav Kohli says the company uses Nebius Token Factory infrastructure for real-time and batch inference to run and optimize large workloads efficiently while retaining the flexibility and transparency of open models.

Open original source
Nebius Token Factory testimonial27 Sept 2026 · Nebius · Web pageMithril’s Raghav Kohli says the company uses Nebius Token Factory infrastructure for real-time and batch inference to run and optimize large workloads efficiently while retaining the flexibility and transparency of open models.

Access Nebius through Foundry Cloud Platform | Foundry | Nebius

15 Oct 2026 · www.linkedin.com · Web page

Nebius announces a strategic partnership giving Foundry customers access to Nebius AI Cloud through Foundry Console for experimentation, large-scale training and production inference. H100 and H200 instances are available through custom reservations in eu-north1, eu-central1 and eu-west1. The post also announces GB200 NVL72 and HGX B200 clusters for Foundry.

Open original source
Access Nebius through Foundry Cloud Platform | Foundry | Nebius15 Oct 2026 · www.linkedin.com · Web pageNebius announces a strategic partnership giving Foundry customers access to Nebius AI Cloud through Foundry Console for experimentation, large-scale training and production inference. H100 and H200 instances are available through custom reservations in eu-north1, eu-central1 and eu-west1. The post also announces GB200 NVL72 and HGX B200 clusters for Foundry.

ClusterMAX 3.0: The Industry Standard GPU Cloud Rating System Returns

23 Sept 2026 · newsletter.semianalysis.com · Web page

SemiAnalysis describes Mithril, formerly Foundry, as a marketplace covering three Nebius availability zones with H100 or H200 capacity. It reports a scale-out networking option only for H200.

Open original source
ClusterMAX 3.0: The Industry Standard GPU Cloud Rating System Returns23 Sept 2026 · newsletter.semianalysis.com · Web pageSemiAnalysis describes Mithril, formerly Foundry, as a marketplace covering three Nebius availability zones with H100 or H200 capacity. It reports a scale-out networking option only for H200.

Company context

mithril.ai

Mithril, formerly Foundry, operates a marketplace and orchestration platform for GPU cloud computing. AI developers, infrastructure teams and research labs use it to access compute for machine learning workloads across providers. Its main products are Spot, which allocates GPU virtual machines through bids at market prices, and Flexible Reservations, which guarantee capacity while crediting unused time when instances are paused or returned early. The platform supports command-line and API access, managed Kubernetes and SkyPilot workflows. Users include Arc Institute, Cursor and LG AI Research.

Documented financing · private company

Amount$80M combinedSeed and Series A combined
· Foundry (now Mithril)

Combined amount across the Seed and Series A rounds.

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Mithril

AI compute orchestration and capacity marketplace · Infrastructure

How they use Nebius

Mithril uses Nebius Token Factory for real-time and batch inference. Its testimonial describes running and optimizing large workloads while retaining the flexibility and transparency of open models. Mithril also integrates Nebius H100 and H200 capacity into its compute marketplace. Foundry rebranded as Mithril in August 2025.

Nebius listed Foundry as a marketplace ecosystem partner in its May 2025 earnings presentation. A July 2025 company post announced access to Nebius H100, H200 and Blackwell infrastructure through Foundry Cloud Platform. Nebius’s July digest describes access to Nebius AI Cloud regions through Mithril Console for customer experimentation, large-scale training and production inference. Mithril’s announcement also describes access through its compute API. Nebius’s launch post names eu-north1, eu-central1 and eu-west1 as the regions offering H100 and H200 instances through custom reservations. Nebius’s partner catalogue describes self-serve access across three European regions, with H100 and H200 capacity or dedicated GB200 NVL72 and HGX B200 clusters available for training and inference. In March 2026, founder Jared Quincy Davis described tools that let Nebius customers turn standard reservations into flexible reservations. Customers can pause reservations to earn when their nodes serve Mithril’s preemptible pools and reclaim them when needed. In a GTC 2026 interview published in April, Davis described a joint product being launched with Nebius that would also allow early termination, upgrades to new compute types and rebates when others use idle instances.

SemiAnalysis reported in September 2026 that Mithril’s marketplace covered three Nebius availability zones with H100 or H200 capacity. It reported a scale-out networking option only for H200. Mithril’s engineering recruitment describes intended work to bring Nebius resources under management through the Mithril API.

Sources

7 sources

Nebius integration announcement

27 Sept 2026 · Mithril · Web page

Mithril announced a strategic partnership with Nebius and says it tested and benchmarked Nebius infrastructure and the integration. Customers can access Nebius AI Cloud through Mithril Console and its compute API. H100 and H200 reservations span three European regions, with upcoming Blackwell capacity also offered.

Open original source
Nebius integration announcement27 Sept 2026 · Mithril · Web pageMithril announced a strategic partnership with Nebius and says it tested and benchmarked Nebius infrastructure and the integration. Customers can access Nebius AI Cloud through Mithril Console and its compute API. H100 and H200 reservations span three European regions, with upcoming Blackwell capacity also offered.

GeekWire Studios: Nebius at NVIDIA GTC 2026 | Jared Quincy Davis, Mithril

16 Apr 2026 · www.youtube.com · Video

Jared Quincy Davis describes Mithril’s partnership with Nebius and a joint flexible-reservations product being launched. He says users can pause or terminate instances early, upgrade compute and receive rebates when others use their idle instances. Evidence at 00:49, 05:40.

Open original source at 00:49
GeekWire Studios: Nebius at NVIDIA GTC 2026 | Jared Quincy Davis, Mithril16 Apr 2026 · www.youtube.com · Video · Starts at 00:49Jared Quincy Davis describes Mithril’s partnership with Nebius and a joint flexible-reservations product being launched. He says users can pause or terminate instances early, upgrade compute and receive rebates when others use their idle instances. Evidence at 00:49, 05:40.

Nebius Token Factory testimonial

27 Sept 2026 · Nebius · Web page

Mithril’s Raghav Kohli says the company uses Nebius Token Factory infrastructure for real-time and batch inference to run and optimize large workloads efficiently while retaining the flexibility and transparency of open models.

Open original source
Nebius Token Factory testimonial27 Sept 2026 · Nebius · Web pageMithril’s Raghav Kohli says the company uses Nebius Token Factory infrastructure for real-time and batch inference to run and optimize large workloads efficiently while retaining the flexibility and transparency of open models.

Access Nebius through Foundry Cloud Platform | Foundry | Nebius

15 Oct 2026 · www.linkedin.com · Web page

Nebius announces a strategic partnership giving Foundry customers access to Nebius AI Cloud through Foundry Console for experimentation, large-scale training and production inference. H100 and H200 instances are available through custom reservations in eu-north1, eu-central1 and eu-west1. The post also announces GB200 NVL72 and HGX B200 clusters for Foundry.

Open original source
Access Nebius through Foundry Cloud Platform | Foundry | Nebius15 Oct 2026 · www.linkedin.com · Web pageNebius announces a strategic partnership giving Foundry customers access to Nebius AI Cloud through Foundry Console for experimentation, large-scale training and production inference. H100 and H200 instances are available through custom reservations in eu-north1, eu-central1 and eu-west1. The post also announces GB200 NVL72 and HGX B200 clusters for Foundry.

ClusterMAX 3.0: The Industry Standard GPU Cloud Rating System Returns

23 Sept 2026 · newsletter.semianalysis.com · Web page

SemiAnalysis describes Mithril, formerly Foundry, as a marketplace covering three Nebius availability zones with H100 or H200 capacity. It reports a scale-out networking option only for H200.

Open original source
ClusterMAX 3.0: The Industry Standard GPU Cloud Rating System Returns23 Sept 2026 · newsletter.semianalysis.com · Web pageSemiAnalysis describes Mithril, formerly Foundry, as a marketplace covering three Nebius availability zones with H100 or H200 capacity. It reports a scale-out networking option only for H200.

Company context

mithril.ai

Mithril, formerly Foundry, operates a marketplace and orchestration platform for GPU cloud computing. AI developers, infrastructure teams and research labs use it to access compute for machine learning workloads across providers. Its main products are Spot, which allocates GPU virtual machines through bids at market prices, and Flexible Reservations, which guarantee capacity while crediting unused time when instances are paused or returned early. The platform supports command-line and API access, managed Kubernetes and SkyPilot workflows. Users include Arc Institute, Cursor and LG AI Research.

Documented financing · private company

Amount$80M combinedSeed and Series A combined
· Foundry (now Mithril)

Combined amount across the Seed and Series A rounds.