Compare/Grok 3 vs GPT-5.4 (xhigh)

Grok 3vsGPT-5.4 (xhigh)

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

xAI

Grok 3

Input
$3/M
Output
$15/M
Speed
70 tok/s
TTFT
0.33s
OpenAI

GPT-5.4 (xhigh)

Input
$2.5/M
Output
$15/M
Speed
84 tok/s
TTFT
147.97s

Winner by Category

Cheaper
GPT-5.4 (xhigh)
Faster (tok/s)
GPT-5.4 (xhigh)
Lower Latency
Grok 3
Benchmarks (5-7)
GPT-5.4 (xhigh)

Pricing Comparison

MetricGrok 3GPT-5.4 (xhigh)
Input ($/M tokens)$3$2.5
Output ($/M tokens)$15$15
Cost for 1M input + 100K output tokens:
Grok 3$4.50
GPT-5.4 (xhigh)$4.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Grok 3
70 tok/s
GPT-5.4 (xhigh)
84 tok/s
Time to First Token (seconds) — lower is better
Grok 3
0.33s
GPT-5.4 (xhigh)
147.97s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
25.257.2
Coding Index
19.857.3
Math Index
58.0
GPQA Diamond
69.3%92.0%
MMLU-Pro
79.9%
LiveCodeBench
42.5%
AIME 2025
58.0%
MATH-500
87.0%
Humanity's Last Exam
5.1%41.6%
SciCode
36.8%56.6%
IFBench
46.9%73.9%
TerminalBench
11.4%57.6%
Grok 35 wins
7 winsGPT-5.4 (xhigh)

Frequently Asked Questions

Which is cheaper, Grok 3 or GPT-5.4 (xhigh)?

GPT-5.4 (xhigh) is cheaper overall. Its blended price (3:1 input/output ratio) is $5.63/M tokens vs $6.00/M for Grok 3.

Which model performs better on benchmarks?

GPT-5.4 (xhigh) wins 7 out of 12 benchmarks compared to 5 for Grok 3. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 (xhigh) generates tokens faster at 84 tok/s vs 70 tok/s. Grok 3 also has lower time-to-first-token (0.33s vs 147.97s).

When should I use Grok 3 vs GPT-5.4 (xhigh)?

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