Compare/Kimi Linear 48B A3B Instruct vs GPT-5.4 nano (Non-Reasoning)

Kimi Linear 48B A3B InstructvsGPT-5.4 nano (Non-Reasoning)

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

Kimi

Kimi Linear 48B A3B Instruct

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
Kimi Linear 48B A3B Instruct
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
Kimi Linear 48B A3B Instruct
Benchmarks (4-7)
GPT-5.4 nano (Non-Reasoning)

Pricing Comparison

MetricKimi Linear 48B A3B InstructGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Kimi Linear 48B A3B Instruct$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Kimi Linear 48B A3B Instruct
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Kimi Linear 48B A3B Instruct
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
14.424.4
Coding Index
14.227.9
Math Index
36.3
GPQA Diamond
41.2%55.8%
MMLU-Pro
58.5%
LiveCodeBench
37.8%
AIME 2025
36.3%
MATH-500
Humanity's Last Exam
2.7%4.2%
SciCode
19.9%35.2%
IFBench
28.1%32.7%
TerminalBench
11.4%24.2%
Kimi Linear 48B A3B Instruct4 wins
7 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Kimi Linear 48B A3B Instruct or GPT-5.4 nano (Non-Reasoning)?

Kimi Linear 48B A3B Instruct 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?

GPT-5.4 nano (Non-Reasoning) wins 7 out of 12 benchmarks compared to 4 for Kimi Linear 48B A3B Instruct. 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. Kimi Linear 48B A3B Instruct also has lower time-to-first-token (0.00s vs 0.47s).

When should I use Kimi Linear 48B A3B Instruct vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Kimi Linear 48B A3B Instruct for lower cost, GPT-5.4 nano (Non-Reasoning) for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.