Compare/Ling-flash-2.0 vs gpt-oss-120B (high)

Ling-flash-2.0vsgpt-oss-120B (high)

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

InclusionAI

Ling-flash-2.0

Input
$0.14/M
Output
$0.57/M
Speed
64 tok/s
TTFT
1.43s
OpenAI

gpt-oss-120B (high)

Input
$0.15/M
Output
$0.6/M
Speed
253 tok/s
TTFT
0.49s

Winner by Category

Cheaper
Ling-flash-2.0
Faster (tok/s)
gpt-oss-120B (high)
Lower Latency
gpt-oss-120B (high)
Benchmarks (0-11)
gpt-oss-120B (high)

Pricing Comparison

MetricLing-flash-2.0gpt-oss-120B (high)
Input ($/M tokens)$0.14$0.15
Output ($/M tokens)$0.57$0.6
Cost for 1M input + 100K output tokens:
Ling-flash-2.0$0.20
gpt-oss-120B (high)$0.21

Speed Comparison

Output Speed (tokens/s) — higher is better
Ling-flash-2.0
64 tok/s
gpt-oss-120B (high)
253 tok/s
Time to First Token (seconds) — lower is better
Ling-flash-2.0
1.43s
gpt-oss-120B (high)
0.49s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
15.733.3
Coding Index
16.728.6
Math Index
65.393.4
GPQA Diamond
65.7%78.2%
MMLU-Pro
77.7%80.8%
LiveCodeBench
58.9%87.8%
AIME 2025
65.3%93.4%
MATH-500
Humanity's Last Exam
6.3%18.5%
SciCode
28.9%38.9%
IFBench
34.4%69.0%
TerminalBench
10.6%23.5%
Ling-flash-2.00 wins
11 winsgpt-oss-120B (high)

Frequently Asked Questions

Which is cheaper, Ling-flash-2.0 or gpt-oss-120B (high)?

Ling-flash-2.0 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.25/M tokens vs $0.26/M for gpt-oss-120B (high).

Which model performs better on benchmarks?

gpt-oss-120B (high) wins 11 out of 12 benchmarks compared to 0 for Ling-flash-2.0. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

gpt-oss-120B (high) generates tokens faster at 253 tok/s vs 64 tok/s. However, gpt-oss-120B (high) has lower time-to-first-token (0.49s vs 1.43s).

When should I use Ling-flash-2.0 vs gpt-oss-120B (high)?

Choose based on your priorities: Ling-flash-2.0 for lower cost, gpt-oss-120B (high) for stronger benchmark performance, and gpt-oss-120B (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.