LLM Reference
H Company

H Company

17 models across 2 families · Latest: Holo3.1-0.8B (2026-06)

Agentic AI for Action

RAGAgentsLong contextVisionJSON / Tool use

H Company's portfolio covers 17 active models across 2 current families, spanning rag, agents, and long context. Open a model detail page to compare provider routes and sourced benchmarks.

Covers 5 workload areas across 17 active tracked models; last verified 2026-06-07.

Use it for

  • Teams evaluating rag, agents, and long context across this lab's releases
  • Comparing model families before committing to a flagship
  • Migration and pricing follow-ups across 17 tracked models

Do not use it for

  • Choosing a hosting provider without opening a model page for price ladders

Active models

17

Current models from this lab, excluding deprecated ones

Active families

2

Current model families from this lab

Open catalog

16 open

10 open source / 6 open weights

Lowest output price

$1.80 /1M

Cheapest tracked output across active models, per 1M tokens

Latest dated release

2026-06-01

Holo3.1-0.8B

Freshness

2026-06-07

Researched 41d ago

aging

Information

Founded2023
Paris, France

Release cadence

Showing 5 recent dated releases (full timeline below). Latest: Holo3.1-0.8B (2026-06-01).

Where this lab wins

  • RAG: 5 tracked models with ruler / needle retrieval benchmarks.
  • Agentic: 17 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
  • Long-context: 16 tracked models with context-token or InfiniteBench-class signal.
  • Vision: 17 tracked models with multimodal benchmark coverage.

Flagship quality / price signal

Flagship: Holo1-3B (best sourced coding quality-per-dollar in this portfolio).

Quality-per-dollar unavailable for this flagship — benchmark coverage or output token pricing is still missing.

H Company is a French AI company founded in 2023. Agentic AI for Action. H Company ships 2 model families totaling 17 models, with the most recent release Holo3.1-0.8B in 2026-06. Notable families include Holo and Holotron. Use it as a stable reference for lab background, release coverage, and follow-up model pages as they are added. Researchers and evaluators can scan counts. View official API endpoints, benchmark performance, and coding/agent fit for every H Company model.

About

H Company is carving a distinctive path in the realm of generative AI and large language models (LLMs) with a mission to reshape productivity across various industries. Situated in Paris, France, the organization was founded in late 2023 by a team of renowned experts, including CEO Charles Kantor. Joining him are several former DeepMind researchers such as Karl Tuyls, Laurent Sifre, Daan Wierstra, and Julien Perolat, who have contributed to transformative projects like AlphaGo and AlphaFold. This blend of expertise places H Company at the vanguard of AI advancements, as they leverage their comprehensive understanding of AI dynamics to drive forward their ambitious objectives. The core ambition of H Company is to utilize generative AI to propel society closer to achieving artificial general intelligence (AGI). Their approach is innovative, focusing on the development of multi-agent, multimodal foundational models. These models are designed to surmount the limitations of prevalent large language models, particularly in handling domain-specific tasks where conventional systems often fail by generating hallucinations, or inaccurate outputs. Through this novel framework, H Company aims to craft specialized agents capable of learning and collaborating in complex environments to enhance reasoning, memory, and overall task performance, thus enabling significant real-world AI applications. A pivotal moment for H Company occurred in May 2024 when they secured over $220 million in seed funding from heavyweight investors like Accel, Amazon, and UiPath. This substantial financial backing is a testament to the industry's trust in their innovative vision and pivotal for acquiring the extensive computational resources vital for their research and development endeavors. The influx of funds is set to augment their research capacity, fast-tracking the progression of their cutting-edge action models, which are anticipated to manifest in various products by year's end. H Company's research is distinguished by its commitment to transcending traditional AI capabilities. They are crafting sophisticated action models that aim to revolutionize business automation by integrating advanced reasoning and planning abilities. Unlike existing LLMs that primarily engage in text generation without executing tasks, H Company’s models are poised to automate intricate workflows, offering a transformative shift in operational efficiencies. Their strategic partnerships with industry leaders and academic institutions further bolster their potential to break new ground in AI development. With a rich blend of AI research, engineering acumen, and business strategy among their team, H Company is adeptly positioned to tackle the formidable challenges inherent in creating resilient generative AI systems. As they continue to influence the AI landscape, H Company emerges as a pioneering force, poised to deliver innovative solutions that cater to the versatile needs of businesses and society alike.

Featured models

ModelReleasedContextInput price ($/1M)Output price ($/1M)LicenseOpenness
Holo3.1-0.8B2026-06-01262k--Apache 2.0Open source
Holo3.1-4B2026-06-01262k--Apache 2.0Open source
Holo3.1-9B2026-06-01262k--Apache 2.0Open source

Model families

Recent releases

  1. Holo3.1-0.8B- 2026-06-01
  2. Holo3.1-4B- 2026-06-01
  3. Holo3.1-9B- 2026-06-01
  4. Holo3.1-35B-A3B- 2026-06-01
  5. Holotron-3-Nano- 2026-04-28

FAQ

Who founded H Company and when?

H Company was founded in 2023 and is associated with Paris, France.

What models has H Company released?

H Company ships 17 models across 2 families: Holo and Holotron.

Is H Company's technology open source?

Some H Company models are open-weight (Holo3.1-0.8B, Holo3.1-4B, and Holo3.1-9B); others are proprietary (Holo3-122B-A10B).

Where is H Company headquartered?

H Company is headquartered in Paris, France.

What is H Company known for?

Agentic AI for Action. Its most prominent tracked family is Holo.

How can I access H Company's models?

H Company's models are available via H Company API.

Explore related pages

Last reviewed: 2026-06-07. Data sourced from public lab announcements and provider documentation.