Compare/OLMo 2 7B vs GPT-5.4 (Non-reasoning)

OLMo 2 7BvsGPT-5.4 (Non-reasoning)

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

Allen Institute for AI

OLMo 2 7B

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

GPT-5.4 (Non-reasoning)

Input
$2.5/M
Output
$15/M
Speed
62 tok/s
TTFT
0.65s

Winner by Category

Cheaper
OLMo 2 7B
Faster (tok/s)
GPT-5.4 (Non-reasoning)
Lower Latency
OLMo 2 7B
Benchmarks (4-7)
GPT-5.4 (Non-reasoning)

Pricing Comparison

MetricOLMo 2 7BGPT-5.4 (Non-reasoning)
Input ($/M tokens)$0$2.5
Output ($/M tokens)$0$15
Cost for 1M input + 100K output tokens:
OLMo 2 7B$0.00
GPT-5.4 (Non-reasoning)$4.00

Speed Comparison

Output Speed (tokens/s) — higher is better
OLMo 2 7B
GPT-5.4 (Non-reasoning)
62 tok/s
Time to First Token (seconds) — lower is better
OLMo 2 7B
GPT-5.4 (Non-reasoning)
0.65s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.335.4
Coding Index
1.241.0
Math Index
0.7
GPQA Diamond
28.8%74.8%
MMLU-Pro
28.2%
LiveCodeBench
4.1%
AIME 2025
0.7%
MATH-500
Humanity's Last Exam
5.5%10.6%
SciCode
3.7%47.1%
IFBench
24.4%48.4%
TerminalBench
0.0%37.9%
OLMo 2 7B4 wins
7 winsGPT-5.4 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, OLMo 2 7B or GPT-5.4 (Non-reasoning)?

OLMo 2 7B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $5.63/M for GPT-5.4 (Non-reasoning).

Which model performs better on benchmarks?

GPT-5.4 (Non-reasoning) wins 7 out of 12 benchmarks compared to 4 for OLMo 2 7B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 (Non-reasoning) generates tokens faster at 62 tok/s vs 0 tok/s. OLMo 2 7B also has lower time-to-first-token (0.00s vs 0.65s).

When should I use OLMo 2 7B vs GPT-5.4 (Non-reasoning)?

Choose based on your priorities: OLMo 2 7B for lower cost, GPT-5.4 (Non-reasoning) for stronger benchmark performance, and GPT-5.4 (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.