Compare/LFM2.5-1.2B-Instruct vs GPT-5.4 (Non-reasoning)

LFM2.5-1.2B-InstructvsGPT-5.4 (Non-reasoning)

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

Liquid AI

LFM2.5-1.2B-Instruct

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

GPT-5.4 (Non-reasoning)

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

Winner by Category

Cheaper
LFM2.5-1.2B-Instruct
Faster (tok/s)
GPT-5.4 (Non-reasoning)
Lower Latency
LFM2.5-1.2B-Instruct
Benchmarks (0-7)
GPT-5.4 (Non-reasoning)

Pricing Comparison

MetricLFM2.5-1.2B-InstructGPT-5.4 (Non-reasoning)
Input ($/M tokens)$0$2.5
Output ($/M tokens)$0$15
Cost for 1M input + 100K output tokens:
LFM2.5-1.2B-Instruct$0.00
GPT-5.4 (Non-reasoning)$4.00

Speed Comparison

Output Speed (tokens/s) — higher is better
LFM2.5-1.2B-Instruct
GPT-5.4 (Non-reasoning)
61 tok/s
Time to First Token (seconds) — lower is better
LFM2.5-1.2B-Instruct
GPT-5.4 (Non-reasoning)
0.65s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.035.4
Coding Index
0.841.0
Math Index
GPQA Diamond
32.6%74.8%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
6.8%10.6%
SciCode
2.3%47.1%
IFBench
43.8%48.4%
TerminalBench
0.0%37.9%
LFM2.5-1.2B-Instruct0 wins
7 winsGPT-5.4 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, LFM2.5-1.2B-Instruct or GPT-5.4 (Non-reasoning)?

LFM2.5-1.2B-Instruct 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 0 for LFM2.5-1.2B-Instruct. 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 61 tok/s vs 0 tok/s. LFM2.5-1.2B-Instruct also has lower time-to-first-token (0.00s vs 0.65s).

When should I use LFM2.5-1.2B-Instruct vs GPT-5.4 (Non-reasoning)?

Choose based on your priorities: LFM2.5-1.2B-Instruct 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.