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Head-to-head comparison

NextCoder 32B vs SWE Dev 32B

NextCoder 32B (Microsoft) and SWE Dev 32B (Zai Org) 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 15 September 2026

As of 15 September 2026, NextCoder 32B holds the stronger ModelCap Index position (#183 vs #184).

Which should you choose?

Choose NextCoder 32B if…

  • you want the stronger overall ModelCap Index position — #183 against #184 (14.7 vs 14.7 points).
  • you want the more recently listed model — NextCoder 32B was listed 3 May 2025, SWE Dev 32B 6 April 2025.

Choose SWE Dev 32B if…

  • ModelCap publishes no field on which SWE Dev 32B leads NextCoder 32B for this pair.

NextCoder 32B vs SWE Dev 32B: specs, pricing and context

Specification comparison of NextCoder 32B and SWE Dev 32B
FieldNextCoder 32BMicrosoftSWE Dev 32BZai Org
ModelCap Index position#183#184
Index score14.714.7
EvidenceInheritedInherited
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessOpen weightsOpen weights
Input modalitiesTextText
First listed3 May 20256 April 2025
PublisherMicrosoftZai Org

Evidence: finetune of qwen/qwen-2.5-coder-32b-instruct · finetune (100%) · finetune of qwen/qwen-2.5-coder-32b-instruct · finetune (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: NextCoder 32B vs SWE Dev 32B

Neither model has a published result on a public benchmark board ModelCap tracks yet.

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.

NextCoder 32B vs SWE Dev 32B: common questions

Is NextCoder 32B better than SWE Dev 32B?

NextCoder 32B ranks higher on the ModelCap Index as of 15 September 2026: #183 against #184. 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 NextCoder 32B cheaper than SWE Dev 32B?

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, NextCoder 32B or SWE Dev 32B?

Both publish a —-token context window.

Which is better for coding, NextCoder 32B or SWE Dev 32B?

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 NextCoder 32B and SWE Dev 32B open-weight models?

NextCoder 32B: Open weights. SWE Dev 32B: 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 NextCoder 32B and SWE Dev 32B?

ModelCap currently lists 0 API providers for NextCoder 32B and 0 for SWE Dev 32B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this NextCoder 32B vs SWE Dev 32B comparison?

Every figure comes from the sealed ModelCap dataset published 15 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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