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ModelCap

Head-to-head comparison

Qwen2.5 Coder 32B Instruct vs Qwen3 235B A22B Thinking 2507

Qwen2.5 Coder 32B Instruct (Qwen) and Qwen3 235B A22B Thinking 2507 (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 22 September 2026

As of 22 September 2026, Qwen3 235B A22B Thinking 2507 holds the stronger ModelCap Index position (#89 vs #208); Qwen2.5 Coder 32B Instruct is 2.3× cheaper per output token ($1.00/1M vs $2.30/1M); and Qwen3 235B A22B Thinking 2507 offers the longer context window (131K vs 33K tokens).

Which should you choose?

Choose Qwen2.5 Coder 32B Instruct if…

  • API cost matters — $1.00/1M output tokens against $2.30/1M, about 2.3× cheaper.

Choose Qwen3 235B A22B Thinking 2507 if…

  • you want the stronger overall ModelCap Index position — #89 against #208 (55.4 vs 19.7 points).
  • your workload is prompt-heavy — input tokens cost $0.23/1M against $0.66/1M.
  • you need the longer context window — 131K tokens against 33K.
  • you want provider choice — 3 listed API providers against 1.
  • Arena coding is your yardstick — 1442 against 1342.
  • you want the more recently listed model — Qwen3 235B A22B Thinking 2507 was listed 25 July 2025, Qwen2.5 Coder 32B Instruct 11 November 2024.

Qwen2.5 Coder 32B Instruct vs Qwen3 235B A22B Thinking 2507: specs, pricing and context

Specification comparison of Qwen2.5 Coder 32B Instruct and Qwen3 235B A22B Thinking 2507
FieldQwen2.5 Coder 32B InstructQwenQwen3 235B A22B Thinking 2507Qwen
ModelCap Index position#208#89
Index score19.755.4
EvidenceMeasuredMeasured
Input price / 1M tokens$0.66$0.23
Output price / 1M tokens$1.00$2.30
Context window33K tokens131K tokens
Max output tokens29K118K
API providers listed13
Weight accessOpen weightsOpen weights
Input modalitiesTextText
First listed11 November 202425 July 2025
PublisherQwenQwen

Evidence: 2 public benchmark observations across 2 boards · 2 public benchmark observations across 2 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Qwen2.5 Coder 32B Instruct vs Qwen3 235B A22B Thinking 2507

Public benchmark boards where Qwen2.5 Coder 32B Instruct or Qwen3 235B A22B Thinking 2507 has a published result
BoardQwen2.5 Coder 32B InstructQwen3 235B A22B Thinking 2507Leads
Arena codingArena (LMArena)13421324–136114421428–1457Qwen3 235B A22B Thinking 2507
SWE-benchSWE-bench (Princeton / SWE-agent team)9.0%—Only one result
AA Humanity's Last ExamArtificial Analysis3.5%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Qwen2.5 Coder Instruct 32B":reasoning=false—Only 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 Coder 32B Instruct vs Qwen3 235B A22B Thinking 2507: common questions

Is Qwen2.5 Coder 32B Instruct better than Qwen3 235B A22B Thinking 2507?

Qwen3 235B A22B Thinking 2507 ranks higher on the ModelCap Index as of 22 September 2026: #89 against #208. 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 do not overlap, but the aggregate Index does not predict performance on every task; compare the relevant benchmark configurations before choosing.

Is Qwen2.5 Coder 32B Instruct cheaper than Qwen3 235B A22B Thinking 2507?

Qwen2.5 Coder 32B Instruct is cheaper on output tokens: $1.00/1M against $2.30/1M. Input tokens are $0.66/1M for Qwen2.5 Coder 32B Instruct and $0.23/1M for Qwen3 235B A22B Thinking 2507. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $1.82 for Qwen2.5 Coder 32B Instruct versus $1.61 for Qwen3 235B A22B Thinking 2507. Qwen3 235B A22B Thinking 2507 costs 11.5% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.

Which has the bigger context window, Qwen2.5 Coder 32B Instruct or Qwen3 235B A22B Thinking 2507?

Qwen3 235B A22B Thinking 2507 has the larger context window: 131K tokens against 33K.

Which is better for coding, Qwen2.5 Coder 32B Instruct or Qwen3 235B A22B Thinking 2507?

Arena coding: Qwen2.5 Coder 32B Instruct 1342, Qwen3 235B A22B Thinking 2507 1442 — Qwen3 235B A22B Thinking 2507 leads.

Are Qwen2.5 Coder 32B Instruct and Qwen3 235B A22B Thinking 2507 open-weight models?

Qwen2.5 Coder 32B Instruct: Open weights. Qwen3 235B A22B Thinking 2507: 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 235B A22B Thinking 2507?

ModelCap currently lists 1 API provider for Qwen2.5 Coder 32B Instruct and 3 for Qwen3 235B A22B Thinking 2507, 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 235B A22B Thinking 2507 comparison?

Every figure comes from the sealed ModelCap dataset published 22 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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