Compare/Olmo 3.1 32B Think vs GPT-5.4 mini (xhigh)

Olmo 3.1 32B ThinkvsGPT-5.4 mini (xhigh)

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

Allen Institute for AI

Olmo 3.1 32B Think

Input
$0/M
Output
$0/M
Speed
88 tok/s
TTFT
0.66s
OpenAI

GPT-5.4 mini (xhigh)

Input
$0.75/M
Output
$4.5/M
Speed
219 tok/s
TTFT
3.82s

Winner by Category

Cheaper
Olmo 3.1 32B Think
Faster (tok/s)
GPT-5.4 mini (xhigh)
Lower Latency
Olmo 3.1 32B Think
Benchmarks (4-7)
GPT-5.4 mini (xhigh)

Pricing Comparison

MetricOlmo 3.1 32B ThinkGPT-5.4 mini (xhigh)
Input ($/M tokens)$0$0.75
Output ($/M tokens)$0$4.5
Cost for 1M input + 100K output tokens:
Olmo 3.1 32B Think$0.00
GPT-5.4 mini (xhigh)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
Olmo 3.1 32B Think
88 tok/s
GPT-5.4 mini (xhigh)
219 tok/s
Time to First Token (seconds) — lower is better
Olmo 3.1 32B Think
0.66s
GPT-5.4 mini (xhigh)
3.82s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.948.1
Coding Index
9.851.5
Math Index
77.3
GPQA Diamond
59.1%87.5%
MMLU-Pro
76.3%
LiveCodeBench
69.5%
AIME 2025
77.3%
MATH-500
Humanity's Last Exam
6.0%26.6%
SciCode
29.3%49.9%
IFBench
66.0%73.3%
TerminalBench
0.0%52.3%
Olmo 3.1 32B Think4 wins
7 winsGPT-5.4 mini (xhigh)

Frequently Asked Questions

Which is cheaper, Olmo 3.1 32B Think or GPT-5.4 mini (xhigh)?

Olmo 3.1 32B Think is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $1.69/M for GPT-5.4 mini (xhigh).

Which model performs better on benchmarks?

GPT-5.4 mini (xhigh) wins 7 out of 12 benchmarks compared to 4 for Olmo 3.1 32B Think. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (xhigh) generates tokens faster at 219 tok/s vs 88 tok/s. Olmo 3.1 32B Think also has lower time-to-first-token (0.66s vs 3.82s).

When should I use Olmo 3.1 32B Think vs GPT-5.4 mini (xhigh)?

Choose based on your priorities: Olmo 3.1 32B Think for lower cost, GPT-5.4 mini (xhigh) for stronger benchmark performance, and GPT-5.4 mini (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.