LLM Reference

Holotron-12B

Released
2026-03-16
Last refreshed
2026-06-07
Status
Researched today
Open WeightsCommercial use allowedMultimodalAgentsLong contextVisionAgentsVision

Holotron-12B has model metadata, but missing tracked provider pricing keeps it from being a default production pick.

Use it for

  • Teams evaluating agents, long context, and vision
  • Workloads that can use a 131k context window

Do not use it for

  • Cost-sensitive launches that need sourced token pricing
  • Strict JSON or tool-calling flows
  • Teams that need a tracked hosted API route today
Specifications
Family
Holotron
Released
2026-03-16
Context
131k
Parameters
12
Architecture
ssm-hybrid
Specialization
computer-use
Openness
Open weights
License
NVIDIA Open ModelCommercial use allowed
Training
supervised-finetuning
Created by

Agentic AI for Action

Paris, France
Founded 2023
Website
Pricing

No tracked provider token pricing is available yet.

About

Holotron-12B is H Company's 12B-parameter computer-use VLM released March 16, 2026, built on NVIDIA's Nemotron-Nano-12B-v2-VL with a Hybrid SSM+Attention architecture (Mamba-2 layers). Achieves 80.5% on WebVoyager and ~8.9k tokens/s throughput at concurrency 100 - over 2x faster than Holo2-8B. Licensed under NVIDIA Open Model License.

Holotron-12B is H Company's 12B-parameter computer-use VLM released March 16, 2026, built on NVIDIA's Nemotron-Nano-12B-v2-VL with a Hybrid SSM+Attention architecture (Mamba-2 layers). Achieves 80.5% on WebVoyager and ~8.9k tokens/s throughput at concurrency 100 - over 2x faster than Holo2-8B. Licensed under NVIDIA Open Model License.

Holotron-12B has a 131k-token context window.

Top use-case fit: coding, agents, and build tasks

Agents

Included by capability and metadata signals in the decision map.

Long context

Included by capability and metadata signals in the decision map.

Vision

Included by capability and metadata signals in the decision map.

Provider price ladder

No tracked provider token pricing is available for this model yet.

Capabilities

VisionMultimodal

Benchmark peer barsfor Agents

No task-mapped benchmark peers are available for this model yet.

Benchmark scores(1)

Scores are benchmark-specific and are direction-aware: the same numeric gap can mean very different outcomes across suites. Use the leaderboard context and this model's provider route to decide whether the winning margin is meaningful for your workload.
BenchmarkScoreVersionSource
WebVoyager80.5WebVoyager - navigation agenthttps://huggingface.co/Hcompany/Holotron-12B

Migration checks

No linked migration route is available for this model yet.