GPT-5.1 Medium vs GPT OSS 20B High: Specs & Benchmark Comparison

GPT-5.1 Medium and GPT OSS 20B High both come from OpenAI, GPT OSS 20B High was released in October 2025, and GPT-5.1 Medium followed a month later in November 2025. GPT OSS 20B High has a published size of about 20 billion parameters; OpenAI has not disclosed the parameter count of GPT-5.1 Medium.

We have 1 benchmark result for GPT-5.1 Medium and 2 benchmark results for GPT OSS 20B High, but they overlap on a single test: AIME 2025, where GPT OSS 20B High scores 98.7% against 98.0%.

GPT OSS 20B High is the cheaper API at $0.10 per million input tokens and $0.50 per million output tokens, roughly 13 times cheaper than GPT-5.1 Medium at $1.25 and $10. GPT-5.1 Medium takes the larger context window at 400K tokens, compared with 131K for GPT OSS 20B High. GPT-5.1 Medium accepts text and images as input, while GPT OSS 20B High accepts text.

CharacteristicGPT-5.1 MediumGPT OSS 20B High
CompanyOpenAIOpenAI
Release DateNovember 11, 2025October 1, 2025
Parameters20B
MultimodalYesNo
Context (input)400K131K
Context (output)128K131K
Input Price / 1M$1.25$0.10
Output Price / 1M$10.00$0.50
Average Score98.0%86.5%
Benchmarks
AIME 202598.0%98.7%

Visual Benchmark Comparison

GPT-5.1 Medium
GPT OSS 20B High
AIME 20251.0 vs 1.0
1.0
1.0

Verdict

GPT-5.1 Medium leads in 2 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: GPT-5.1 Medium — 1.0, GPT OSS 20B High — 0.9.

API Cost

GPT OSS 20B High is 18.8x cheaper: input $0.10/1M vs $1.25/1M tokens.

Context Window

GPT-5.1 Medium supports a larger context: 400K vs 131K tokens.

Recency

GPT-5.1 Medium is newer: released 11/11/2025 vs 10/1/2025.

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Frequently Asked Questions

Which is better for coding — GPT-5.1 Medium or GPT OSS 20B High?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GPT-5.1 Medium or GPT OSS 20B High?
GPT OSS 20B High is cheaper for input: $0.10 per 1M tokens vs $1.25.
Which has a larger context window — GPT-5.1 Medium or GPT OSS 20B High?
GPT-5.1 Medium supports a larger context: 400,000 tokens vs 131,072.

The GPT-5.1 Medium and GPT OSS 20B High comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GPT-5.1 Medium or GPT OSS 20B High page. See also the complete list of AI model comparisons.