Deployment guide

Cheapest way to deploy Qwen3-Next-80B-A3B-Instruct in 2026

7 providers compared. API token-pricing, dedicated capacity, and rented GPU costs side-by-side, normalized to monthly cost.

Cheapest API

$0.140 / 1M input tokens

at AWS

Cheapest GPU rental

$1.24 / hour

at Azure on RTX PRO 6000

7 providers compared

ProviderRegionQuantizationSource
AWS
Multiple regions$0.140$1.20Source ↗
Google Cloud Vertex AI
$0.150$1.20Source ↗

API vs. GPU rental

The crossover point at which renting a GPU full-time becomes cheaper than paying per token: ~45M tokens/day.

Monthly cost vs. daily token volume — AWS API vs. Azure GPU rental for Qwen3-Next-80B-A3B-InstructAPI cost (blue line) scales linearly with token volume; GPU rental (green line) is a flat ~$895 per month. They cross at roughly 45M tokens/day, the break-even point.$0$6.0k$12k$18k10k100k1M10M100M1BBreak-even · 45M/dayAPI (AWS)GPU (Azure)Tokens per day (log scale)Monthly cost (USD)

Top 5 cheapest for your workload

Adjust the assumptions below — token volume, input/output ratio, days and hours of usage — to see how the cheapest options shift.

Your workload

Tokens vol.
1M1B
Input / Output
100% Input100% Output
Active days / mo
1 day30 days
Active hours / day
1 hr24 hrs
Cache hit rate
0%100%
Batch APIs
RankProviderPricingHardwareMonthly
#1
Azure
GPU · On-demandRTX PRO 6000$895
#2
AWS
API$1.48k
#3
Google Cloud Vertex AI
API$1.49k
#4
Nebius
GPU · On-demandH100 SXM$2.12k
#5
Nebius
GPU · On-demandH200 SXM$2.52k

View full results with your assumptions →

Qwen3-Next-80B-A3B-Instruct at a glance

VRAM (native precision)
163 GB
Parameters
81.3249B
Native precision
bf16
Context length
License
apache-2.0
Knowledge cutoff
Modalities
text
Access type
Open source
EU developed
Origin country

A second opinion on the data

Hardware footprint

Qwen3-Next-80B-A3B-Instruct is a 81.3249B-parameter model that needs 163 GB VRAM at bf16 when self-hosted at native precision (needs 4x H100). Quantization to int8 typically halves the VRAM requirement; int4 quarters it, at modest accuracy cost. 6 GPU rental providers in nfer's index currently offer hardware that fits this model at native precision.

Cheapest path today

For Qwen3-Next-80B-A3B-Instruct: The cheapest API offering is AWS at $0.14/1M input + $1.20/1M output tokens. The cheapest GPU rental that fits the model is Azure on RTX PRO 6000 at $1.24/hour. The break-even point between paying per token and renting a GPU depends on your daily volume — see the chart above.

Licensing and fit

Released under the apache-2.0 license, Qwen3-Next-80B-A3B-Instruct ships with a context length not specified; open-source weights are publicly available.

Common questions

  • What's the cheapest way to host Qwen3-Next-80B-A3B-Instruct?
    The cheapest API option for Qwen3-Next-80B-A3B-Instruct in nfer's index is AWS at $0.140/1M input + $1.200/1M output tokens. For self-hosted workloads, the cheapest GPU rental that fits is Azure on RTX PRO 6000 at $1.24/hour. The right choice depends on your daily token volume — see the break-even chart on this page.
  • How much VRAM does Qwen3-Next-80B-A3B-Instruct need?
    Qwen3-Next-80B-A3B-Instruct 163 GB at native precision; roughly 82 GB at int8 and 41 GB at int4. Native precision is bf16. Quantization roughly halves (int8) or quarters (int4) the VRAM footprint at modest accuracy cost.
  • Can I use Qwen3-Next-80B-A3B-Instruct commercially?
    Yes — released under the apache-2.0 license, which permits commercial use.
  • What's the difference between API and GPU rental for Qwen3-Next-80B-A3B-Instruct?
    Token-priced API providers (like AWS) bill per million input/output tokens — best for low or bursty volume. Renting a GPU (e.g. Azure at $1.24/hour) is a flat ~$894.96/month regardless of usage — better economics once you sustain enough tokens per day to justify the fixed cost. The break-even chart on this page shows the exact crossover point.
  • Is Qwen3-Next-80B-A3B-Instruct available with EU data residency?
    Qwen3-Next-80B-A3B-Instruct is not a European-developed model. 2 EU-owned providers offer hosting in nfer's index — filter on EU sovereignty in the comparator to see them.

Prices last updated · 2026-04-30