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Head-to-head comparison

gemma 4 E2B it vs Qwen2.5 VL 32B Instruct

gemma 4 E2B it (Google) and Qwen2.5 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 15 September 2026

As of 15 September 2026, gemma 4 E2B it holds the stronger ModelCap Index position (#112 vs #118).

Which should you choose?

Choose gemma 4 E2B it if…

  • you want the stronger overall ModelCap Index position — #112 against #118 (41.2 vs 40.6 points).
  • you want the more recently listed model — gemma 4 E2B it was listed 2 March 2026, Qwen2.5 VL 32B Instruct 21 March 2025.

Choose Qwen2.5 VL 32B Instruct if…

  • ModelCap publishes no field on which Qwen2.5 VL 32B Instruct leads gemma 4 E2B it for this pair.

gemma 4 E2B it vs Qwen2.5 VL 32B Instruct: specs, pricing and context

Specification comparison of gemma 4 E2B it and Qwen2.5 VL 32B Instruct
Fieldgemma 4 E2B itGoogleQwen2.5 VL 32B InstructQwen
ModelCap Index position#112#118
Index score41.240.6
EvidenceEstimatedEstimated
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessOpen weightsOpen weights
Input modalitiesText, Image, AudioText, Image
First listed2 March 202621 March 2025
PublisherGoogleQwen

Evidence: publisher-corpus-prior over 193 held-out anchors (8%); launch card against 3 resolved peers on 5 rows (92%); no cross-lab optimism probe available; shrunk 2.1 up toward the measured corpus · publisher-corpus-prior over 193 held-out anchors (18%); launch card against 2 resolved peers on 4 rows (82%); exceeds every named peer on 2 of 4 rows; optimism haircut 0 from cross-lab-probe; shrunk 2.2 up toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: gemma 4 E2B it vs Qwen2.5 VL 32B Instruct

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 4 E2B it vs Qwen2.5 VL 32B Instruct: common questions

Is gemma 4 E2B it better than Qwen2.5 VL 32B Instruct?

gemma 4 E2B it ranks higher on the ModelCap Index as of 15 September 2026: #112 against #118. 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 4 E2B it cheaper than Qwen2.5 VL 32B Instruct?

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 4 E2B it or Qwen2.5 VL 32B Instruct?

Both publish a —-token context window.

Which is better for coding, gemma 4 E2B it or Qwen2.5 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 gemma 4 E2B it and Qwen2.5 VL 32B Instruct open-weight models?

gemma 4 E2B it: Open weights. Qwen2.5 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 gemma 4 E2B it and Qwen2.5 VL 32B Instruct?

ModelCap currently lists 0 API providers for gemma 4 E2B it and 0 for Qwen2.5 VL 32B Instruct, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this gemma 4 E2B it vs Qwen2.5 VL 32B Instruct 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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