Compare/Olmo 3.1 32B Think vs gpt-oss-20B (high)

Olmo 3.1 32B Thinkvsgpt-oss-20B (high)

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

Allen Institute for AI

Olmo 3.1 32B Think

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
Olmo 3.1 32B Think
Faster (tok/s)
gpt-oss-20B (high)
Lower Latency
Olmo 3.1 32B Think
Benchmarks (2-9)
gpt-oss-20B (high)

Pricing Comparison

MetricOlmo 3.1 32B Thinkgpt-oss-20B (high)
Input ($/M tokens)$0$0.05
Output ($/M tokens)$0$0.2
Cost for 1M input + 100K output tokens:
Olmo 3.1 32B Think$0.00
gpt-oss-20B (high)$0.07

Speed Comparison

Output Speed (tokens/s) — higher is better
Olmo 3.1 32B Think
gpt-oss-20B (high)
256 tok/s
Time to First Token (seconds) — lower is better
Olmo 3.1 32B Think
gpt-oss-20B (high)
0.34s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.924.5
Coding Index
9.818.5
Math Index
77.389.3
GPQA Diamond
59.1%68.8%
MMLU-Pro
76.3%74.8%
LiveCodeBench
69.5%77.7%
AIME 2025
77.3%89.3%
MATH-500
Humanity's Last Exam
6.0%9.8%
SciCode
29.3%34.4%
IFBench
66.0%65.1%
TerminalBench
0.0%10.6%
Olmo 3.1 32B Think2 wins
9 winsgpt-oss-20B (high)

Frequently Asked Questions

Which is cheaper, Olmo 3.1 32B Think or gpt-oss-20B (high)?

Olmo 3.1 32B Think 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 9 out of 12 benchmarks compared to 2 for Olmo 3.1 32B Think. 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. Olmo 3.1 32B Think also has lower time-to-first-token (0.00s vs 0.34s).

When should I use Olmo 3.1 32B Think vs gpt-oss-20B (high)?

Choose based on your priorities: Olmo 3.1 32B Think 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.