Compare/Ring-1T vs GPT-5.4 mini (xhigh)

Ring-1TvsGPT-5.4 mini (xhigh)

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

InclusionAI

Ring-1T

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

GPT-5.4 mini (xhigh)

Input
$0.75/M
Output
$4.5/M
Speed
219 tok/s
TTFT
3.82s

Winner by Category

Cheaper
Ring-1T
Faster (tok/s)
GPT-5.4 mini (xhigh)
Lower Latency
Ring-1T
Benchmarks (4-7)
GPT-5.4 mini (xhigh)

Pricing Comparison

MetricRing-1TGPT-5.4 mini (xhigh)
Input ($/M tokens)$0$0.75
Output ($/M tokens)$0$4.5
Cost for 1M input + 100K output tokens:
Ring-1T$0.00
GPT-5.4 mini (xhigh)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
Ring-1T
GPT-5.4 mini (xhigh)
219 tok/s
Time to First Token (seconds) — lower is better
Ring-1T
GPT-5.4 mini (xhigh)
3.82s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
22.848.1
Coding Index
16.851.5
Math Index
89.3
GPQA Diamond
77.4%87.5%
MMLU-Pro
80.6%
LiveCodeBench
64.3%
AIME 2025
89.3%
MATH-500
Humanity's Last Exam
10.2%26.6%
SciCode
36.7%49.9%
IFBench
44.6%73.3%
TerminalBench
6.8%52.3%
Ring-1T4 wins
7 winsGPT-5.4 mini (xhigh)

Frequently Asked Questions

Which is cheaper, Ring-1T or GPT-5.4 mini (xhigh)?

Ring-1T 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 (xhigh).

Which model performs better on benchmarks?

GPT-5.4 mini (xhigh) wins 7 out of 12 benchmarks compared to 4 for Ring-1T. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (xhigh) generates tokens faster at 219 tok/s vs 0 tok/s. Ring-1T also has lower time-to-first-token (0.00s vs 3.82s).

When should I use Ring-1T vs GPT-5.4 mini (xhigh)?

Choose based on your priorities: Ring-1T for lower cost, GPT-5.4 mini (xhigh) for stronger benchmark performance, and GPT-5.4 mini (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.