Compare/Gemma 4 31B (Reasoning) vs gpt-oss-120B (high)

Gemma 4 31B (Reasoning)vsgpt-oss-120B (high)

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

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Gemma 4 31B (Reasoning)

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

gpt-oss-120B (high)

Input
$0.15/M
Output
$0.6/M
Speed
224 tok/s
TTFT
0.51s

Winner by Category

Cheaper
Gemma 4 31B (Reasoning)
Faster (tok/s)
gpt-oss-120B (high)
Lower Latency
Gemma 4 31B (Reasoning)
Benchmarks (3-8)
gpt-oss-120B (high)

Pricing Comparison

MetricGemma 4 31B (Reasoning)gpt-oss-120B (high)
Input ($/M tokens)$0$0.15
Output ($/M tokens)$0$0.6
Cost for 1M input + 100K output tokens:
Gemma 4 31B (Reasoning)$0.00
gpt-oss-120B (high)$0.21

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 4 31B (Reasoning)
gpt-oss-120B (high)
224 tok/s
Time to First Token (seconds) — lower is better
Gemma 4 31B (Reasoning)
gpt-oss-120B (high)
0.51s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
33.3
Coding Index
28.6
Math Index
93.4
GPQA Diamond
85.7%78.2%
MMLU-Pro
80.8%
LiveCodeBench
87.8%
AIME 2025
93.4%
MATH-500
Humanity's Last Exam
22.7%18.5%
SciCode
38.9%
IFBench
75.6%69.0%
TerminalBench
23.5%
Gemma 4 31B (Reasoning)3 wins
8 winsgpt-oss-120B (high)

Frequently Asked Questions

Which is cheaper, Gemma 4 31B (Reasoning) or gpt-oss-120B (high)?

Gemma 4 31B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.26/M for gpt-oss-120B (high).

Which model performs better on benchmarks?

gpt-oss-120B (high) wins 8 out of 12 benchmarks compared to 3 for Gemma 4 31B (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

gpt-oss-120B (high) generates tokens faster at 224 tok/s vs 0 tok/s. Gemma 4 31B (Reasoning) also has lower time-to-first-token (0.00s vs 0.51s).

When should I use Gemma 4 31B (Reasoning) vs gpt-oss-120B (high)?

Choose based on your priorities: Gemma 4 31B (Reasoning) for lower cost, gpt-oss-120B (high) for stronger benchmark performance, and gpt-oss-120B (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.