OpenAI · Frontier
GPT 5
GPT-5 is OpenAI's most advanced model, offering major improvements in reasoning, code quality, and user experience. It handles complex coding tasks with minimal prompting, provides clear explanations, and introduces enhanced agentic capabilities. Designed for logic and multi-step tasks.
- Reasoning
- Tools
- Vision
- Structured output
- PDF input
- Input
- Text, Images
- Output
- Text
- Reasoning effort
- minimal · low · medium · high
- Discovery tier
- Frontier
Pricing
USD per 1M tokens- Input
- $1.25
- Output
- $10.00
- Cache read
- $0.13
Reference prices as published by the model provider. API example
Specifications
- Context window
- 400K
- Max output
- 128K
- Average output (7 days)
- 411 tokens
- Longer than 41% of 468 models
Side by side
GPT 5 compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| GPT 5OpenAIThis model | Nvidia Nemotron 3 Ultra 550BnvidiaRemove | |
|---|---|---|
| Provider | OpenAI | nvidia |
| Discovery tier | Frontier | Open weights |
| Added | Aug 7, 2025 | Jun 4, 2026 |
| Limits | ||
| Context window | 400K | 1MBest |
| Max output | 128KBest | 65.54K |
| Average output | 411 tokens | 56 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $1.25 | $0.50Best |
| Output | $10.00 | $2.50Best |
| Cache read | $0.13 | — |
| Performance | ||
| Throughput | — | 111.9 tok/s |
| Time to first token | — | 1.5 s |
| Request success (24h) | — | 100.0% |
| Benchmark indexes | ||
| Intelligence Index | 23.0Best | 22.9 |
| Coding Index | 37.8 | 49.3Best |
| Math Index | 94.3 | — |
| Capabilities | ||
| Reasoning | Yes | Yes |
| Tools | Yes | Yes |
| Vision | Yes | No |
| Structured output | Yes | No |
| PDF input | Yes | No |
| Parallel tools | No | Yes |
| Reasoning effort | minimal, low, medium, high | — |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- GPT 5
- Nvidia Nemotron 3 Ultra 550B
Intelligence Index
- GPT 523.0
- Nvidia Nemotron 3 Ultra 550B22.9
GPT 5 tested at high reasoning effort
GPT 5: Better than 57% of 326 scored models
Indexes
Coding Index
Composite of the coding evaluations
- GPT 5: 37.8
- Nvidia Nemotron 3 Ultra 550B: 49.3Top
Math Index
Composite of the math evaluations
- GPT 5: 94.3
- Nvidia Nemotron 3 Ultra 550B: —
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 3.0%
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 0.3%
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 876 Elo
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- GPT 5: 918 Elo
- Nvidia Nemotron 3 Ultra 550B: 1,013 EloTop
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 5.0%
AA-LCRv1.1
Reasoning across long documents
- GPT 5: 78.2%
- Nvidia Nemotron 3 Ultra 550B: 79.3%Top
MLCR-AA
Long-context reasoning over medical records
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 5.6%
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- GPT 5: 28.5%Top
- Nvidia Nemotron 3 Ultra 550B: 28.4%
GPQA Diamond
Graduate-level science questions
- GPT 5: 85.4%
- Nvidia Nemotron 3 Ultra 550B: 86.7%Top
MMLU-Pro
Multi-subject knowledge and reasoning
- GPT 5: 87.1%
- Nvidia Nemotron 3 Ultra 550B: —
IFBench
Following precise output instructions
- GPT 5: 73.1%
- Nvidia Nemotron 3 Ultra 550B: 81.4%Top
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 0.5%
SciCode
Scientific computing in Python
- GPT 5: —
- Nvidia Nemotron 3 Ultra 550B: 40.3%
LiveCodeBench
Recent competitive programming problems
- GPT 5: 84.6%
- Nvidia Nemotron 3 Ultra 550B: —
Math
AIME 2025
Competition mathematics, 2025 problems
- GPT 5: 94.3%
- Nvidia Nemotron 3 Ultra 550B: —
AIME
Competition mathematics
- GPT 5: 95.7%
- Nvidia Nemotron 3 Ultra 550B: —
MATH-500
Competition math problems
- GPT 5: 99.4%
- Nvidia Nemotron 3 Ultra 550B: —
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- GPT 5: 32.6%
- Nvidia Nemotron 3 Ultra 550B: 36.4%Top
τ²-Bench Telecom
Tool use in a customer-support simulation
- GPT 5: 84.8%Top
- Nvidia Nemotron 3 Ultra 550B: 83.3%
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- GPT 5: 78.2%
- Nvidia Nemotron 3 Ultra 550B: 79.3%Top
Scores from Artificial Analysis, updated Oct 26, 2026. GPT 5 was tested at high reasoning effort; compare scores measured at the same effort.Artificial Analysis
- GPT 5
- Nvidia Nemotron 3 Ultra 550B
| Leaderboard | GPT 5 | Nvidia Nemotron 3 Ultra 550B |
|---|---|---|
| Vision Style Control · Captioning | #11 · 1196.0 | Not in top 20 |
| Vision Style Control · Entity Recognition | #4 · 1261.5 | Not in top 20 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "openai/gpt-5",
"reasoning_effort": "medium",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="openai/gpt-5",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)OpenAI
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