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Alibaba Cloud (Qwen)

Qwen2.5-32B

VS
Google

Gemma 4 E2B

✍️ Analysis by:the whichllmmodel Editorial Team|📅 Updated: June 2026

Decision Recommendation

👑 Editorial Verdict: Qwen2.5-32B strictly dominates Gemma 4 E2B across all major dimensions. It is not only more cost-effective (blended cost of $0.00 vs $0.00 per 1M tokens) but also delivers superior coding accuracy (2% vs 0% on SWE-bench) and faster generation speeds (128 tps vs 0 tps). Unless you have platform lock-in, Qwen2.5-32B is the clear and optimal choice for all development workloads.

Model Specs

Qwen2.5-32B

Benchmarks & Scores

Coding (swe-bench-pro)Winner (+)
2%
Reasoning (gpqa-diamond)Winner (+6.1%)
49.5%

Cost & Performance

Cost (per 1M tokens)
N/AInput: N/A | Output: N/A
Speed
128 tps
Context Window
131.07k tokens
Model Specs

Gemma 4 E2B

Benchmarks & Scores

Coding (swe-bench-pro)
N/A
Reasoning (gpqa-diamond)
43.4%

Cost & Performance

Cost (per 1M tokens)
N/AInput: N/A | Output: N/A
Speed
N/A
Context Window
131.07k tokens

Frequently Asked Questions

Pricing data is currently unavailable for one or both of these models, so a direct cost comparison cannot be determined.

Speed data is not available for Gemma 4 E2B, while Qwen2.5-32B generates 128 tokens per second.

Qwen2.5-32B is better for coding tasks. It scores 2% on coding evaluations (swe-bench-pro) compared to Gemma 4 E2B which scores N/A.

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