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Head-to-head comparison

gemma 2 9b it vs SWE Dev 32B

gemma 2 9b it (Google) 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 22 September 2026

As of 22 September 2026, SWE Dev 32B holds the stronger ModelCap Index position (#204 vs #206); and SWE Dev 32B ships open weights.

Which should you choose?

Choose gemma 2 9b it if…

  • ModelCap publishes no field on which gemma 2 9b it leads SWE Dev 32B for this pair.

Choose SWE Dev 32B if…

  • you want the stronger overall ModelCap Index position — #204 against #206 (17.0 vs 15.9 points).
  • you want to self-host: SWE Dev 32B ships open weights while gemma 2 9b it is gated access.
  • you want the more recently listed model — SWE Dev 32B was listed 6 April 2025, gemma 2 9b it 24 June 2024.

gemma 2 9b it vs SWE Dev 32B: specs, pricing and context

Specification comparison of gemma 2 9b it and SWE Dev 32B
Fieldgemma 2 9b itGoogleSWE Dev 32BZai Org
ModelCap Index position#206#204
Index score15.917.0
EvidenceMeasuredInherited
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessGated accessOpen weights
Input modalitiesTextText
First listed24 June 20246 April 2025
PublisherGoogleZai Org

Evidence: 1 public benchmark observation across 1 board · 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: gemma 2 9b it 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.

gemma 2 9b it vs SWE Dev 32B: common questions

Is gemma 2 9b it better than SWE Dev 32B?

SWE Dev 32B ranks higher on the ModelCap Index as of 22 September 2026: #204 against #206. 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 gemma 2 9b it 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, gemma 2 9b it or SWE Dev 32B?

Both publish a —-token context window.

Which is better for coding, gemma 2 9b it 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 gemma 2 9b it and SWE Dev 32B open-weight models?

gemma 2 9b it: Gated access. 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 gemma 2 9b it and SWE Dev 32B?

ModelCap currently lists 0 API providers for gemma 2 9b it 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 gemma 2 9b it vs SWE Dev 32B 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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