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LLM ComparisonGPT-5.5GPT-OSS 120B

GPT-5.5 vs GPT-OSS 120B

Compare GPT-5.5 and GPT-OSS 120B. Build AI products powered by either model on Appaca.

Model Comparison

FeatureGPT-5.5GPT-OSS 120B
ProviderOpenAIOpenAI
Model Typetexttext
Context Window1,000,000 tokens131,072 tokens
Input Cost
$5.00/ 1M tokens
$0.00/ 1M tokens
Output Cost
$30.00/ 1M tokens
$0.00/ 1M tokens

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Strengths & Best Use Cases

GPT-5.5

OpenAI

1. Strongest Agentic Coding Model

  • State-of-the-art on Terminal-Bench 2.0 (82.7%), Expert-SWE (73.1%), and SWE-Bench Pro (58.6%), outperforming GPT-5.4 on complex coding tasks.
  • Holds context across large systems, reasons through ambiguous failures, and carries changes through surrounding codebases with fewer tokens.

2. Higher Intelligence at GPT-5.4 Latency

  • Co-designed, trained, and served on NVIDIA GB200/GB300 NVL72 systems to match GPT-5.4 per-token latency while performing at a significantly higher level.
  • Uses fewer tokens to complete the same tasks, making it more efficient as well as more capable.

3. Powerful for Knowledge Work & Computer Use

  • Scores 84.9% on GDPval (44 occupations) and 78.7% on OSWorld-Verified for autonomous computer operation.
  • Excels at generating documents, spreadsheets, and reports; naturally moves across finding information, using tools, and checking output.

4. Scientific Research Co-Scientist

  • Leading performance on GeneBench, BixBench, and FrontierMath; helped discover a new proof about Ramsey numbers verified in Lean.
  • Strong enough to meaningfully accelerate progress at the frontiers of biomedical and mathematical research.

GPT-OSS 120B

OpenAI

1. Most powerful open-weight model

  • 117B parameters (5.1B active) while fitting on a single H100 GPU.
  • High reasoning quality compared to other open models.

2. Apache 2.0 license

  • Fully permissive, no copyleft or patent restrictions.
  • Safe for commercial products, research, and redistribution.

3. Configurable reasoning effort

  • Supports adjustable reasoning: low, medium, high.
  • Lets developers balance latency vs. depth.

4. Full chain-of-thought access

  • Unlike closed commercial models, this exposes complete reasoning traces.
  • Useful for debugging, auditing, safety research, and transparency.

5. Fine-tunable

  • Fully supports parameter fine-tuning.
  • Can be adapted to domain-specific workflows and proprietary datasets.

6. Agentic capabilities

  • Built-in function calling.
  • Native support for web browsing, Python execution, and structured outputs.
  • Ideal for open-source agents, full-stack automation, and developer tooling.

7. Tooling ecosystem support

  • Compatible with Chat Completions, Responses API, Assistants, Realtime, Batch, and Fine-tuning endpoints.
  • Supports Image Generation, Code Interpreter (via Python runtime), and more.

8. Open-source availability

  • Downloadable on HuggingFace for local or on-prem deployment.
  • Supports full offline, private, or self-hosted usage.

9. Streaming + function calling support

  • Real-time interactions.
  • Strong for interactive agents, coding assistants, and UI-driven workflows.

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