Compare/Hy3-preview (Reasoning) vs Gemma 4 26B A4B (Non-reasoning)

Hy3-preview (Reasoning)vsGemma 4 26B A4B (Non-reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Tencent

Hy3-preview (Reasoning)

Input
$0.123/M
Output
$0.43/M
Speed
157 tok/s
TTFT
1.63s
Google

Gemma 4 26B A4B (Non-reasoning)

Input
$0.13/M
Output
$0.4/M
Speed
98 tok/s
TTFT
0.55s

Winner by Category

Cheaper
Gemma 4 26B A4B (Non-reasoning)
Faster (tok/s)
Hy3-preview (Reasoning)
Lower Latency
Gemma 4 26B A4B (Non-reasoning)
Benchmarks (6-0)
Hy3-preview (Reasoning)

Pricing Comparison

MetricHy3-preview (Reasoning)Gemma 4 26B A4B (Non-reasoning)
Input ($/M tokens)$0.123$0.13
Output ($/M tokens)$0.43$0.4
Cost for 1M input + 100K output tokens:
Hy3-preview (Reasoning)$0.17
Gemma 4 26B A4B (Non-reasoning)$0.17

Speed Comparison

Output Speed (tokens/s) — higher is better
Hy3-preview (Reasoning)
157 tok/s
Gemma 4 26B A4B (Non-reasoning)
98 tok/s
Time to First Token (seconds) — lower is better
Hy3-preview (Reasoning)
1.63s
Gemma 4 26B A4B (Non-reasoning)
0.55s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
33.620.1
Coding Index
Math Index
GPQA Diamond
86.7%71.4%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
25.5%10.7%
SciCode
41.2%37.3%
IFBench
63.1%45.4%
TerminalBench
34.1%25.0%
Hy3-preview (Reasoning)6 wins
0 winsGemma 4 26B A4B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Hy3-preview (Reasoning) or Gemma 4 26B A4B (Non-reasoning)?

Gemma 4 26B A4B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.20/M tokens vs $0.20/M for Hy3-preview (Reasoning).

Which model performs better on benchmarks?

Hy3-preview (Reasoning) wins 6 out of 12 benchmarks compared to 0 for Gemma 4 26B A4B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Hy3-preview (Reasoning) generates tokens faster at 157 tok/s vs 98 tok/s. However, Gemma 4 26B A4B (Non-reasoning) has lower time-to-first-token (0.55s vs 1.63s).

When should I use Hy3-preview (Reasoning) vs Gemma 4 26B A4B (Non-reasoning)?

Choose based on your priorities: Gemma 4 26B A4B (Non-reasoning) for lower cost, Hy3-preview (Reasoning) for stronger benchmark performance, and Hy3-preview (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.