LLM Reference

Holo3.1-35B-A3B

Released
2026-06-01
Last refreshed
2026-06-07
Status
Researched today
Open SourceCommercial use allowedMultimodalRAGAgentsLong contextVisionJSON / Tool useAgentsVision

Holo3.1-35B-A3B is worth evaluating for rag, agents, and long context when its provider route and context window match the workload.

Use it for

  • Teams evaluating rag, agents, and long context
  • Workloads that can use a 262k context window
  • Buyers comparing 1 tracked provider route

Do not use it for

  • Workloads where another current model has stronger sourced task evidence
Specifications
Family
Holo
Released
2026-06-01
Context
262k
Parameters
35
Architecture
moe
Specialization
computer-use
Openness
Open source
License
Apache 2.0(OSI)Commercial use allowed
Training
supervised-finetuning
Created by

Agentic AI for Action

Paris, France
Founded 2023
Website
Pricing
Output / 1M
$1.80
Input / 1M
$0.250

Cheapest of 1 route · H Company API

About

Holo3.1-35B-A3B is H Company's flagship open-weights 35B (3B active) sparse MoE computer-use VLM released June 1, 2026 under Apache 2.0. Achieves 79.3% on AndroidWorld and >25% improvement on the Holotab harness over Holo3. Supports native function-calling, FP8/NVFP4 quantization for DGX Spark, and local self-hosting.

Holo3.1-35B-A3B is H Company's flagship open-weights 35B (3B active) sparse MoE computer-use VLM released June 1, 2026 under Apache 2.0. Achieves 79.3% on AndroidWorld and >25% improvement on the Holotab harness over Holo3. Supports native function-calling, FP8/NVFP4 quantization for DGX Spark, and local self-hosting.

Holo3.1-35B-A3B has a 262k-token context window.

Holo3.1-35B-A3B input tokens at $0.25/1M, output at $1.8/1M.

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

RAG

Included by capability and metadata signals in the decision map.

Agents

Included by capability and metadata signals in the decision map.

Long context

Included by capability and metadata signals in the decision map.

Provider price ladder

Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MRoute
H Company API$0.250$1.80
Serverless

Capabilities

VisionMultimodalFunction CallingTool UseStructured Outputs

Benchmark peer barsfor RAG

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
AndroidWorld79.3AndroidWorld - mobile agenthttps://hcompany.ai/holo3.1

Migration checks

No linked migration route is available for this model yet.