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gpt-oss-120B (high)

OpenAIOpen WeightApache 2.0 · Commercial OK

Description

GPT-OSS-120B is an open-weight, 116.8B-parameter Mixture-of-Experts (MoE) language model from OpenAI designed for high-reasoning, agentic, and general-purpose production use cases. It activates 5.1B parameters per forward pass and is optimized to run on a single H100 GPU with native MXFP4 quantization. The model supports configurable reasoning depth, full chain-of-thought access, and native tool use, including function calling, browsing, and structured output generation. It achieves near-parity with OpenAI o4-mini on core reasoning benchmarks. Note: While referred to as '120b' for simplicity, it technically has 116.8B parameters.

Release Date
2025-08-05
Parameters
116.8B
Context Length
131K
Modalities
text

Capability Radar

45
general
50
coding
91
reasoning
53
scienceest.
70
agents
0
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking100
60.0
AA
General Ranking91
68.0
AA
Math Reasoning22
94.0
AA
Science94
62.0
AA

Benchmark Scores (LLM Stats)

Biology

GPQA80.1%SR

Communication

TAU-bench Retail67.8%SR

Finance

MMLU90.0%SR

Healthcare

HealthBench57.6%SR
HealthBench Hard30.0%SR

Math

CodeForces0.82 / 3000SR
Humanity's Last Exam14.9%SR

AA Evaluation Indices

Math Index
93.4
Intelligence Index
33.3
Coding Index
28.6
Aime 25
0.9
Livecodebench
0.9
Mmlu Pro
0.8
Gpqa
0.8
Ifbench
0.7
Tau2
0.7
Lcr
0.5
Scicode
0.4
Terminalbench Hard
0.2
Hle
0.2

LLM Stats Category Scores

Finance
90
General
90
Language
90
Legal
90
Biology
80
Chemistry
80
Physics
80
Tool Calling
70
Communication
70
Reasoning
70
Healthcare
60
Math
60
Vision
10

Pricing

Input Price$0.15 / 1M tokens
Output Price$0.6 / 1M tokens
Blended Price (3:1)$0.262 / 1M tokens

Speed

Tokens/sec251.0 tokens/s
Time to First Token0.50s
Time to Answer8.47s

Available Providers

(LS internal units)
ProviderInput PriceOutput Price
DeepInfra90K450K
OpenAI100K500K
Novita100K500K
Fireworks150K600K
Groq150K600K

External Sources