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Comparison · 2 models · Updated Oct 4, 2026

Qwen3 VL 235B A22B Instruct vs Qwen3-Next 80B-A3B Instruct

Qwen3 VL 235B A22B Instruct comes out ahead, 53 to 39 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Alibaba (Qwen)

    Qwen3 VL 235B A22B Instruct

    Released Sep 23, 2025

    53/100
    • ECI—
    • Price$0.30 / $1.55
    • Context131K
    Full specs Remove Qwen3 VL 235B A22B Instruct

  2. Alibaba (Qwen)

    Qwen3-Next 80B-A3B Instruct

    Released Sep 2025

    39/100
    • ECI—
    • Price$0.50 / $2.00
    • Context131K
    Full specs Remove Qwen3-Next 80B-A3B Instruct

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Qwen3 VL 235B A22B Instruct is our pick

Qwen3 VL 235B A22B Instruct is the better all-round choice, scoring 53/100 against Qwen3-Next 80B-A3B Instruct (39). It leads on price and inputs & features. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceQwen3 VL 235B A22B InstructQwen3 VL 235B A22B Instruct $0.613 · Qwen3-Next 80B-A3B Instruct $0.875 per 1M tokens (3:1 blend)
  • Longest contextAbout the sameQwen3 VL 235B A22B Instruct 131,072 · Qwen3-Next 80B-A3B Instruct 131,072 tokens
  • Widest inputsQwen3 VL 235B A22B InstructQwen3 VL 235B A22B Instruct: Text, Images · Qwen3-Next 80B-A3B Instruct: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightQwen3 VL 235B A22B InstructQwen3-Next 80B-A3B Instruct
Price50%6053
Inputs & features30%6025
Context window20%2424
Overall100%53/10039/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Qwen3 VL 235B A22B Instruct vs Qwen3-Next 80B-A3B Instruct specifications side by side
SpecificationQwen3 VL 235B A22B InstructAlibaba (Qwen)Qwen3-Next 80B-A3B InstructAlibaba (Qwen)
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.30 (best)$0.50
Output$1.55 (best)$2.00
Cached input——
Blended (3:1)$0.613 (best)$0.875
Long-context rateSame rateSame rate
Price sourceMedian of 12 providersOfficial Alibaba API
Limits
Context window131,072 tokens131,072 tokens
Max output32,768 tokens32,768 tokens
Inputs and features
TextYesYes
ImagesYesNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningNoNo
Tool callingYesYes
Structured outputYesNo
Availability
WeightsOpenOpen
API model ID—qwen3-next-80b-a3b-instruct
API providers1213 (best)
ReleasedSep 23, 2025Sep 2025
Knowledge cutoffMar 31, 2025Apr 2025
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Qwen3 VL 235B A22B Instruct$6.10
  • Qwen3-Next 80B-A3B Instruct$9.00
04 — Questions

Which should you choose?

Which is better: Qwen3 VL 235B A22B Instruct or Qwen3-Next 80B-A3B Instruct?

Qwen3 VL 235B A22B Instruct is the better all-round choice, scoring 53/100 against Qwen3-Next 80B-A3B Instruct (39). It leads on price and inputs & features. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Qwen3 VL 235B A22B Instruct or Qwen3-Next 80B-A3B Instruct?

Qwen3 VL 235B A22B Instruct is cheaper at $0.30 input / $1.55 output per million tokens (median across 12 API providers). Qwen3-Next 80B-A3B Instruct costs $0.50 input / $2.00 output per million tokens (official Alibaba API price). At a typical mix of three input tokens to one output token, that is $0.613 per million tokens for Qwen3 VL 235B A22B Instruct versus $0.875 for Qwen3-Next 80B-A3B Instruct (1.4× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Qwen3 VL 235B A22B Instruct has not been scored yet and Qwen3-Next 80B-A3B Instruct has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Qwen3 VL 235B A22B Instruct and Qwen3-Next 80B-A3B Instruct yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Qwen3 VL 235B A22B Instruct and Qwen3-Next 80B-A3B Instruct share the same 131,072-token context window. Maximum output per response: Qwen3 VL 235B A22B Instruct up to 32,768, Qwen3-Next 80B-A3B Instruct up to 32,768 tokens.

Which can read images, PDFs, audio or video?

Qwen3 VL 235B A22B Instruct accepts text and images; Qwen3-Next 80B-A3B Instruct accepts text. Qwen3 VL 235B A22B Instruct handles the widest range of inputs.

Are any of these open source?

Yes, both publish their weights, so you can self-host them.

Which is newer?

Qwen3 VL 235B A22B Instruct is the newest, released Sep 23, 2025. Qwen3-Next 80B-A3B Instruct came out Sep 2025. Knowledge cutoff: Qwen3 VL 235B A22B Instruct Mar 31, 2025, Qwen3-Next 80B-A3B Instruct Apr 2025.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.

05 — Keep comparing

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