AI Flash Report

Gemma 4 12B vs Qwen3.7 Plus: Benchmarks, Pricing & Capabilities Compared

TL;DR — Gemma 4 12B wins for general use · Qwen3.7 Plus wins for reasoning + long-context.

Gemma 4 12B Google
Released
2026-06-03
Context window
131K tokens
Input price
$0.00 / Mtok
Output price
$0.00 / Mtok
Qwen3.7 Plus Alibaba
Released
2026-06-01
Context window
1M tokens
Input price
$0.40 / Mtok
Output price
$1.16 / Mtok

Benchmark comparison

Benchmark Gemma 4 12B Qwen3.7 Plus
GPQA Diamond 75.3% 90.0% ✓
HLE 14.8% 33.4% ✓
IF-Bench 73.5% 78.0% ✓
LiveCodeBench Reasoning 55.3% 65.0% ✓
SciCode 38.2% 45.5% ✓
TAU2-bench 36.3% 93.0% ✓
TerminalBench-Hard 18.2% 47.0% ✓

Pricing comparison

Metric Gemma 4 12B Qwen3.7 Plus
Input ($/Mtok) $0.00 $0.40
Output ($/Mtok) $0.00 $1.16
Cached input ($/Mtok) — —
Cost per 1M-token roundtrip (1M in + 1M out) $0.00 $1.56

Context window & modalities

Attribute Gemma 4 12B Qwen3.7 Plus
Context window 131K tokens 1M tokens
Input modalities text, image, video text, image, video
Output modalities text text
Knowledge cutoff — —

Verdict by use case

Coding
Insufficient data
Basis: SWE-bench

No shared coding benchmark.

Reasoning
→ Qwen3.7 Plus
Basis: GPQA Diamond

Gemma 4 12B 75.3% vs Qwen3.7 Plus 90% on GPQA Diamond.

Math
Insufficient data
Basis: MATH / AIME

No shared math benchmark.

Long context
→ Qwen3.7 Plus
Basis: Context window

Gemma 4 12B 131K tokens vs Qwen3.7 Plus 1M tokens.

Cost
→ Gemma 4 12B
Basis: Input $/Mtok

Gemma 4 12B $0/Mtok vs Qwen3.7 Plus $0.4/Mtok input.

Changelog & releases

Gemma 4 12B
Released 2026-06-03
Qwen3.7 Plus
Released 2026-06-01

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