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

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

Input
$0.2/M
Output
$1.25/M
Speed
177 tok/s
TTFT
0.47s

Winner by Category

Cheaper
Olmo 3 7B Think
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
Olmo 3 7B Think
Benchmarks (6-5)
Olmo 3 7B Think

Pricing Comparison

MetricOlmo 3 7B ThinkGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Olmo 3 7B Think$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Olmo 3 7B Think
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Olmo 3 7B Think
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.424.4
Coding Index
7.627.9
Math Index
70.7
GPQA Diamond
51.6%55.8%
MMLU-Pro
65.5%
LiveCodeBench
61.7%
AIME 2025
70.7%
MATH-500
Humanity's Last Exam
5.7%4.2%
SciCode
21.2%35.2%
IFBench
41.5%32.7%
TerminalBench
0.8%24.2%
Olmo 3 7B Think6 wins
5 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

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

Olmo 3 7B Think is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.46/M for GPT-5.4 nano (Non-Reasoning).

Which model performs better on benchmarks?

Olmo 3 7B Think wins 6 out of 12 benchmarks compared to 5 for GPT-5.4 nano (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (Non-Reasoning) generates tokens faster at 177 tok/s vs 0 tok/s. Olmo 3 7B Think also has lower time-to-first-token (0.00s vs 0.47s).

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

Choose based on your priorities: Olmo 3 7B Think for lower cost, Olmo 3 7B Think for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.