Compare/Olmo 3 7B Think vs GPT-5.4 mini (Non-Reasoning)

Olmo 3 7B ThinkvsGPT-5.4 mini (Non-Reasoning)

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

Allen Institute for AI

Olmo 3 7B Think

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

GPT-5.4 mini (Non-Reasoning)

Input
$0.75/M
Output
$4.5/M
Speed
202 tok/s
TTFT
0.45s

Winner by Category

Cheaper
Olmo 3 7B Think
Faster (tok/s)
GPT-5.4 mini (Non-Reasoning)
Lower Latency
Olmo 3 7B Think
Benchmarks (5-5)
Tie

Pricing Comparison

MetricOlmo 3 7B ThinkGPT-5.4 mini (Non-Reasoning)
Input ($/M tokens)$0$0.75
Output ($/M tokens)$0$4.5
Cost for 1M input + 100K output tokens:
Olmo 3 7B Think$0.00
GPT-5.4 mini (Non-Reasoning)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
Olmo 3 7B Think
GPT-5.4 mini (Non-Reasoning)
202 tok/s
Time to First Token (seconds) — lower is better
Olmo 3 7B Think
GPT-5.4 mini (Non-Reasoning)
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.423.3
Coding Index
7.625.3
Math Index
70.7
GPQA Diamond
51.6%60.6%
MMLU-Pro
65.5%
LiveCodeBench
61.7%
AIME 2025
70.7%
MATH-500
Humanity's Last Exam
5.7%5.7%
SciCode
21.2%39.6%
IFBench
41.5%38.8%
TerminalBench
0.8%18.2%
Olmo 3 7B Think5 wins
5 winsGPT-5.4 mini (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Olmo 3 7B Think or GPT-5.4 mini (Non-Reasoning)?

Olmo 3 7B 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 (Non-Reasoning).

Which model performs better on benchmarks?

It's a tie — both models win 5 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (Non-Reasoning) generates tokens faster at 202 tok/s vs 0 tok/s. Olmo 3 7B Think also has lower time-to-first-token (0.00s vs 0.45s).

When should I use Olmo 3 7B Think vs GPT-5.4 mini (Non-Reasoning)?

Choose based on your priorities: Olmo 3 7B Think for lower cost, both perform similarly on benchmarks, and GPT-5.4 mini (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.