Compare/LFM 40B vs GPT-5.4 mini (Non-Reasoning)

LFM 40BvsGPT-5.4 mini (Non-Reasoning)

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

Liquid AI

LFM 40B

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
LFM 40B
Faster (tok/s)
GPT-5.4 mini (Non-Reasoning)
Lower Latency
LFM 40B
Benchmarks (3-7)
GPT-5.4 mini (Non-Reasoning)

Pricing Comparison

MetricLFM 40BGPT-5.4 mini (Non-Reasoning)
Input ($/M tokens)$0$0.75
Output ($/M tokens)$0$4.5
Cost for 1M input + 100K output tokens:
LFM 40B$0.00
GPT-5.4 mini (Non-Reasoning)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
LFM 40B
GPT-5.4 mini (Non-Reasoning)
202 tok/s
Time to First Token (seconds) — lower is better
LFM 40B
GPT-5.4 mini (Non-Reasoning)
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.823.3
Coding Index
25.3
Math Index
GPQA Diamond
32.7%60.6%
MMLU-Pro
42.5%
LiveCodeBench
9.6%
AIME 2025
MATH-500
48.0%
Humanity's Last Exam
4.9%5.7%
SciCode
7.1%39.6%
IFBench
38.8%
TerminalBench
18.2%
LFM 40B3 wins
7 winsGPT-5.4 mini (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, LFM 40B or GPT-5.4 mini (Non-Reasoning)?

LFM 40B 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?

GPT-5.4 mini (Non-Reasoning) wins 7 out of 12 benchmarks compared to 3 for LFM 40B. 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. LFM 40B also has lower time-to-first-token (0.00s vs 0.45s).

When should I use LFM 40B vs GPT-5.4 mini (Non-Reasoning)?

Choose based on your priorities: LFM 40B for lower cost, GPT-5.4 mini (Non-Reasoning) for stronger benchmark performance, and GPT-5.4 mini (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.