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Head-to-head comparison

Qwen2.5 VL 32B Instruct vs Qwen3 Coder Next

Qwen2.5 VL 32B Instruct (Qwen) and Qwen3 Coder Next (Qwen) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 17 September 2026

As of 17 September 2026, Qwen2.5 VL 32B Instruct holds the stronger ModelCap Index position (#118 vs #121).

Which should you choose?

Choose Qwen2.5 VL 32B Instruct if…

  • you want the stronger overall ModelCap Index position — #118 against #121 (40.9 vs 39.4 points).

Choose Qwen3 Coder Next if…

  • you want provider choice — 4 listed API providers against 0.
  • you want the more recently listed model — Qwen3 Coder Next was listed 4 February 2026, Qwen2.5 VL 32B Instruct 21 March 2025.

Qwen2.5 VL 32B Instruct vs Qwen3 Coder Next: specs, pricing and context

Specification comparison of Qwen2.5 VL 32B Instruct and Qwen3 Coder Next
FieldQwen2.5 VL 32B InstructQwenQwen3 Coder NextQwen
ModelCap Index position#118#121
Index score40.939.4
EvidenceEstimatedMeasured
Input price / 1M tokensUnlisted$0.12
Output price / 1M tokensUnlisted$0.80
Context window— tokens262K tokens
Max output tokens—236K
API providers listed04
Weight accessOpen weightsOpen weights
Input modalitiesText, ImageText
First listed21 March 20254 February 2026
PublisherQwenQwen

Evidence: publisher-corpus-prior over 197 held-out anchors (17%); launch card against 2 resolved peers on 4 rows (83%); exceeds every named peer on 2 of 4 rows; optimism haircut 0 from cross-lab-probe; shrunk 2 up toward the measured corpus · 1 public benchmark observation across 1 board. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Qwen2.5 VL 32B Instruct vs Qwen3 Coder Next

Public benchmark boards where Qwen2.5 VL 32B Instruct or Qwen3 Coder Next has a published result
BoardQwen2.5 VL 32B InstructQwen3 Coder NextLeads
AA Intelligence IndexArtificial Analysis—10.1intelligence-index:v4.3:non-reasoningOnly one result
AA τ²-Bench TelecomArtificial Analysis—79.5%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Qwen3 Coder Next":reasoning=falseOnly one result
AA Humanity's Last ExamArtificial Analysis—10.1%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Qwen3 Coder Next":reasoning=falseOnly one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Qwen2.5 VL 32B Instruct vs Qwen3 Coder Next: common questions

Is Qwen2.5 VL 32B Instruct better than Qwen3 Coder Next?

Qwen2.5 VL 32B Instruct ranks higher on the ModelCap Index as of 17 September 2026: #118 against #121. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is Qwen2.5 VL 32B Instruct cheaper than Qwen3 Coder Next?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Qwen2.5 VL 32B Instruct or Qwen3 Coder Next?

Both publish a —-token context window.

Which is better for coding, Qwen2.5 VL 32B Instruct or Qwen3 Coder Next?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Qwen2.5 VL 32B Instruct and Qwen3 Coder Next open-weight models?

Qwen2.5 VL 32B Instruct: Open weights. Qwen3 Coder Next: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Qwen2.5 VL 32B Instruct and Qwen3 Coder Next?

ModelCap currently lists 0 API providers for Qwen2.5 VL 32B Instruct and 4 for Qwen3 Coder Next, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Qwen2.5 VL 32B Instruct vs Qwen3 Coder Next comparison?

Every figure comes from the sealed ModelCap dataset published 17 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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