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

Ring-1TvsGPT-5.4 mini (Non-Reasoning)

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 (Non-Reasoning)

Input
$0.75/M
Output
$4.5/M
Speed
202 tok/s
TTFT
0.45s

Winner by Category

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

Pricing Comparison

MetricRing-1TGPT-5.4 mini (Non-Reasoning)
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 (Non-Reasoning)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
Ring-1T
GPT-5.4 mini (Non-Reasoning)
202 tok/s
Time to First Token (seconds) — lower is better
Ring-1T
GPT-5.4 mini (Non-Reasoning)
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
22.823.3
Coding Index
16.825.3
Math Index
89.3
GPQA Diamond
77.4%60.6%
MMLU-Pro
80.6%
LiveCodeBench
64.3%
AIME 2025
89.3%
MATH-500
Humanity's Last Exam
10.2%5.7%
SciCode
36.7%39.6%
IFBench
44.6%38.8%
TerminalBench
6.8%18.2%
Ring-1T7 wins
4 winsGPT-5.4 mini (Non-Reasoning)

Frequently Asked Questions

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

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 (Non-Reasoning).

Which model performs better on benchmarks?

Ring-1T wins 7 out of 12 benchmarks compared to 4 for GPT-5.4 mini (Non-Reasoning). 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. Ring-1T also has lower time-to-first-token (0.00s vs 0.45s).

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

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