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Head-to-head comparison

Qwen2.5 Coder 32B Instruct vs Qwen3 VL 32B Instruct

Qwen2.5 Coder 32B Instruct (Qwen) and Qwen3 VL 32B Instruct (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 August 2026

As of 17 August 2026, Qwen3 VL 32B Instruct holds the stronger ModelCap Index position (#186 vs #191); Qwen3 VL 32B Instruct is 2.4× cheaper per output token ($0.416/1M vs $1.00/1M); and Qwen3 VL 32B Instruct offers the longer context window (131K vs 33K tokens).

Which should you choose?

Choose Qwen2.5 Coder 32B Instruct if…

  • ModelCap publishes no field on which Qwen2.5 Coder 32B Instruct leads Qwen3 VL 32B Instruct for this pair.

Choose Qwen3 VL 32B Instruct if…

  • you want the stronger overall ModelCap Index position — #186 against #191 (15.4 vs 11.8 points).
  • API cost matters — $0.416/1M output tokens against $1.00/1M, about 2.4× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.104/1M against $0.66/1M.
  • you need the longer context window — 131K tokens against 33K.
  • Artificial Analysis Intelligence Index is your yardstick — 11.0 against 6.9.
  • you want the more recently listed model — Qwen3 VL 32B Instruct was listed 23 October 2025, Qwen2.5 Coder 32B Instruct 11 November 2024.

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

Specification comparison of Qwen2.5 Coder 32B Instruct and Qwen3 VL 32B Instruct
FieldQwen2.5 Coder 32B InstructQwenQwen3 VL 32B InstructQwen
ModelCap Index position#191#186
Index score11.815.4
EvidenceMeasuredMeasured
Input price / 1M tokens$0.66$0.104
Output price / 1M tokens$1.00$0.416
Context window33K tokens131K tokens
Max output tokens33K33K
API providers listed11
Weight accessOpen weightsOpen weights
Input modalitiesTextText, Image
First listed11 November 202423 October 2025
PublisherQwenQwen

Evidence: 3 public benchmark observations across 3 boards · 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 Coder 32B Instruct vs Qwen3 VL 32B Instruct

Public benchmark boards where Qwen2.5 Coder 32B Instruct or Qwen3 VL 32B Instruct has a published result
BoardQwen2.5 Coder 32B InstructQwen3 VL 32B InstructLeads
Arena codingArena (LMArena)13421324–1361—Only one result
SWE-benchSWE-bench (Princeton / SWE-agent team)9.0%—Only one result
Artificial Analysis Intelligence IndexArtificial Analysis6.9intelligence-index11.0intelligence-indexQwen3 VL 32B Instruct

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 Coder 32B Instruct vs Qwen3 VL 32B Instruct: common questions

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

Qwen3 VL 32B Instruct ranks higher on the ModelCap Index as of 17 August 2026: #186 against #191. 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.

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

Qwen3 VL 32B Instruct is cheaper on output tokens: $0.416/1M against $1.00/1M. Input tokens are $0.66/1M for Qwen2.5 Coder 32B Instruct and $0.104/1M for Qwen3 VL 32B Instruct. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.

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

Qwen3 VL 32B Instruct has the larger context window: 131K tokens against 33K.

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

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 Coder 32B Instruct and Qwen3 VL 32B Instruct open-weight models?

Qwen2.5 Coder 32B Instruct: Open weights. Qwen3 VL 32B Instruct: 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 Coder 32B Instruct and Qwen3 VL 32B Instruct?

ModelCap currently lists 1 API provider for Qwen2.5 Coder 32B Instruct and 1 for Qwen3 VL 32B Instruct, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

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

Every figure comes from the sealed ModelCap dataset published 17 August 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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