Compare/Ling-1T vs gpt-oss-20B (high)

Ling-1Tvsgpt-oss-20B (high)

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

InclusionAI

Ling-1T

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

gpt-oss-20B (high)

Input
$0.05/M
Output
$0.2/M
Speed
256 tok/s
TTFT
0.34s

Winner by Category

Cheaper
Ling-1T
Faster (tok/s)
gpt-oss-20B (high)
Lower Latency
Ling-1T
Benchmarks (4-6)
gpt-oss-20B (high)

Pricing Comparison

MetricLing-1Tgpt-oss-20B (high)
Input ($/M tokens)$0$0.05
Output ($/M tokens)$0$0.2
Cost for 1M input + 100K output tokens:
Ling-1T$0.00
gpt-oss-20B (high)$0.07

Speed Comparison

Output Speed (tokens/s) — higher is better
Ling-1T
gpt-oss-20B (high)
256 tok/s
Time to First Token (seconds) — lower is better
Ling-1T
gpt-oss-20B (high)
0.34s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
19.024.5
Coding Index
18.818.5
Math Index
71.389.3
GPQA Diamond
71.9%68.8%
MMLU-Pro
82.2%74.8%
LiveCodeBench
67.7%77.7%
AIME 2025
71.3%89.3%
MATH-500
Humanity's Last Exam
7.2%9.8%
SciCode
35.2%34.4%
IFBench
34.8%65.1%
TerminalBench
10.6%10.6%
Ling-1T4 wins
6 winsgpt-oss-20B (high)

Frequently Asked Questions

Which is cheaper, Ling-1T or gpt-oss-20B (high)?

Ling-1T is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.09/M for gpt-oss-20B (high).

Which model performs better on benchmarks?

gpt-oss-20B (high) wins 6 out of 12 benchmarks compared to 4 for Ling-1T. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

gpt-oss-20B (high) generates tokens faster at 256 tok/s vs 0 tok/s. Ling-1T also has lower time-to-first-token (0.00s vs 0.34s).

When should I use Ling-1T vs gpt-oss-20B (high)?

Choose based on your priorities: Ling-1T for lower cost, gpt-oss-20B (high) for stronger benchmark performance, and gpt-oss-20B (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.