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03 Model garden Serve

Qwen3.8 Flash Next NVFP4

Runs as your own dedicated GPU deployment, ready to launch from the wizard. Data stays in Europe.

curl
$ curl https://hostyourai.com/api/v1/chat/completions \
  -H "Authorization: Bearer hyai-..." \
  -H "Content-Type: application/json" \
  -d '{
    "model": "nvidia/Qwen3.8-Flash-Next-NVFP4",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Call it now

Drop-in replacement for OpenAI: change only the base URL and API key. The Anthropic format (/v1/messages) is supported too.

Serve Model garden On request
nvidia/Qwen3.8-Flash-Next-NVFP4

text+image->text · nvidia · sovereign EU

Runs on EU infrastructure operated by European companies, from your request to the GPU. See the full chain

This model is ready for commercial or non-commercial use. <br

Router
Router · on request
Dedicated
Dedicated · available
120BParameters
262KContext window
160GBMinimum VRAM
POST /api/v1/chat/completions On request

Specifications

Parameters120B
Context window262,144 tokens
Minimum VRAM160 GB
ArchitectureQwen4ExpForConditionalGeneration (vLLM)
Licenseother
Modalitytext+image->text
ReleasedSeptember 2026
Publishernvidia ↗

Pricing

Shared router · per token

On request Not available on the shared router. Pricing on request as a dedicated GPU deployment. Prefer per token on the shared router? This model runs always-on as Qwen3.8 Flash Next.

Dedicated GPU · per hour

from €4,06 per hourYour own vLLM instance on European cloud (160 GB VRAM), billed per minute.

Shared EU router, you pay only per token. Dedicated GPU deployments are billed per minute, see pricing.

Bench index

Bench is our quality index for every model, 0 to 100. It rests on public measurements (Epoch AI with about 40 benchmarks, LiveBench, LMArena and more) and is refreshed every morning. Where nobody measures, it shows an estimate with a range.

78.8 / 100 · Via LiveBench

Translated from its LiveBench result onto the same scale.

Range 71.7 to 85.8

Sources: Epoch AI ↗ · LiveBench ↗ · LMArena ↗ · Refreshed daily, last on 09-11-2026

LiveBench · 76.2 · Rank 32 of 70

Reasoning87.4
Coding72.6
Agentic coding61.6
Mathematics85.8
Data analysis74.2
Language74.6
Instruction following77.1
LiveBench · All tasks
Reasoning
theory of mind80.8
zebra puzzle98.8
spatial100.0
logic with navigation70.0
Coding
code generation69.0
code completion76.1
Agentic coding
javascript68.2
typescript46.7
python70.0
Mathematics
AMPS Hard99.0
integrals with game59.0
math comp94.1
olympiad91.2
Data analysis
consecutive events75.6
tablejoin51.0
tablereformat96.1
Language
connections90.2
plot unscrambling55.8
typos78.0
Instruction following
paraphrase79.5
simplify70.3
story generation81.4
summarize77.4
Questions

Frequently asked questions

Can I run Qwen3.8 Flash Next NVFP4 in the EU?

Yes. HostYourAI runs Qwen3.8 Flash Next NVFP4 on GPUs in European datacenters via vLLM. Prompts and outputs never leave the EU and there is no US cloud provider in the chain.

Is hosting Qwen3.8 Flash Next NVFP4 GDPR-compliant?

Yes. All processing happens inside the EU, a Data Processing Agreement (DPA) is available and the subprocessor list is public. Open-source weights also mean: no training on your data.

How much does Qwen3.8 Flash Next NVFP4 cost?

Qwen3.8 Flash Next NVFP4 is available on request: through the shared EU router after a quick chat, or as your own dedicated GPU deployment billed per minute. Tell us your use case and we will set it up for you.

Is the API OpenAI-compatible?

Yes. You use the standard OpenAI SDKs with a custom base URL (https://hostyourai.com/api/v1). The Anthropic Messages API is supported as a drop-in as well.

More models from NVIDIA

The platform

One platform, four layers

Start with one layer and add the others when the work asks for it. They share one key, one balance and one Activity view.

Code

Your coding agent on open models in Europe, set up with one command.

Open

Control

Keys, budgets and guardrails per team, and personal data stopped before any model sees it.

Open

Serve

Shared per token, or running for you alone, from European data centres.

Open

EU compute

Private GPUs in Europe, H100 to B300, sized for response time, generation speed and concurrent users.

Open

Try Qwen3.8 Flash Next NVFP4 for free

Creating an account takes a minute. Test Qwen3.8 Flash Next NVFP4 straight away in the playground.

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