Compare/Ring-flash-2.0 vs gpt-oss-120B (low)

Ring-flash-2.0vsgpt-oss-120B (low)

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

InclusionAI

Ring-flash-2.0

Input
$0.14/M
Output
$0.57/M
Speed
81 tok/s
TTFT
1.56s
OpenAI

gpt-oss-120B (low)

Input
$0.15/M
Output
$0.6/M
Speed
255 tok/s
TTFT
0.51s

Winner by Category

Cheaper
Ring-flash-2.0
Faster (tok/s)
gpt-oss-120B (low)
Lower Latency
gpt-oss-120B (low)
Benchmarks (6-5)
Ring-flash-2.0

Pricing Comparison

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

Speed Comparison

Output Speed (tokens/s) — higher is better
Ring-flash-2.0
81 tok/s
gpt-oss-120B (low)
255 tok/s
Time to First Token (seconds) — lower is better
Ring-flash-2.0
1.56s
gpt-oss-120B (low)
0.51s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
14.024.5
Coding Index
10.615.5
Math Index
83.766.7
GPQA Diamond
72.5%67.2%
MMLU-Pro
79.3%77.5%
LiveCodeBench
62.8%70.7%
AIME 2025
83.7%66.7%
MATH-500
Humanity's Last Exam
8.9%5.2%
SciCode
16.8%36.0%
IFBench
43.3%58.3%
TerminalBench
7.6%5.3%
Ring-flash-2.06 wins
5 winsgpt-oss-120B (low)

Frequently Asked Questions

Which is cheaper, Ring-flash-2.0 or gpt-oss-120B (low)?

Ring-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 (low).

Which model performs better on benchmarks?

Ring-flash-2.0 wins 6 out of 12 benchmarks compared to 5 for gpt-oss-120B (low). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

gpt-oss-120B (low) generates tokens faster at 255 tok/s vs 81 tok/s. However, gpt-oss-120B (low) has lower time-to-first-token (0.51s vs 1.56s).

When should I use Ring-flash-2.0 vs gpt-oss-120B (low)?

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