gpt-oss-120b vs Summarize

Price, context window & benchmark comparison

OpenAI

gpt-oss-120b

OpenAI
$0.15 / $0.60
Input / Output · per 1M tokens
VS
Scaledown

Summarize

Scaledown
$0.04 / Free
Input / Output · per 1M tokens
Compare different models
OpenAI
Scaledown
Verdict: Summarize is 8.7× cheaper than gpt-oss-120b on a typical 3:1 input/output mix. Summarize has the larger context window (1M vs 131K).
gpt-oss-120bSummarize
Input price / 1M$0.15$0.04
Output price / 1M$0.60Free
Blended price (3:1)$0.26$0.03
Cached input / 1M$0.075—
Context window131K1M
Max output66K4K
Intelligence index3.8—
Coding index30.4—
Providers——
Best provider uptime (30m)——
Vision inputNoYes
ReasoningYesNo
Tool callingYesNo
Released2025-08-052026-10-13
Retirement——

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FAQ

Which is cheaper, gpt-oss-120b or Summarize?

Summarize is 8.7× cheaper than gpt-oss-120b on a typical 3:1 input/output mix.

gpt-oss-120b vs Summarize: which has a bigger context window?

gpt-oss-120b: 131,072 tokens. Summarize: 1,000,000 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: gpt-oss-120b ≈ $600.00, Summarize ≈ $80.00.

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