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 | GPT 5.5OpenAIRemove | |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Discovery tier | Frontier | Frontier |
| Added | Aug 7, 2025 | Apr 23, 2026 |
| Limits | ||
| Context window | 400K | 1.05MBest |
| Max output | 128K | 128K |
| Average output | 411 tokens | 490 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $1.25Best | $5.00 |
| Output | $10.00Best | $30.00 |
| Cache read | $0.13Best | $0.50 |
| Performance | ||
| Request success (24h) | — | 100.0% |
| Benchmark indexes | ||
| Intelligence Index | 23.0 | 38.4Best |
| Coding Index | 37.8 | 74.9Best |
| Math Index | 94.3 | — |
| Capabilities | ||
| Reasoning | Yes | Yes |
| Tools | Yes | Yes |
| Vision | Yes | Yes |
| Structured output | Yes | Yes |
| PDF input | Yes | Yes |
| Reasoning effort | minimal, low, medium, high | none, low, medium, high, xhigh |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- GPT 5
- GPT 5.5
Intelligence Index
- GPT 523.0
- GPT 5.538.4
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
- GPT 5.5: 74.9Top
Math Index
Composite of the math evaluations
- GPT 5: 94.3
- GPT 5.5: —
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- GPT 5: —
- GPT 5.5: 47.3%
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- GPT 5: —
- GPT 5.5: 19.6%
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- GPT 5: —
- GPT 5.5: 1,136 Elo
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- GPT 5: 918 Elo
- GPT 5.5: 1,351 EloTop
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- GPT 5: —
- GPT 5.5: 21.2%
AA-LCRv1.1
Reasoning across long documents
- GPT 5: 78.2%
- GPT 5.5: 84.3%Top
MLCR-AA
Long-context reasoning over medical records
- GPT 5: —
- GPT 5.5: 28.9%
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- GPT 5: 28.5%
- GPT 5.5: 45.8%Top
GPQA Diamond
Graduate-level science questions
- GPT 5: 85.4%
- GPT 5.5: 93.5%Top
MMLU-Pro
Multi-subject knowledge and reasoning
- GPT 5: 87.1%
- GPT 5.5: —
IFBench
Following precise output instructions
- GPT 5: 73.1%
- GPT 5.5: 75.9%Top
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- GPT 5: —
- GPT 5.5: 14.6%
SciCode
Scientific computing in Python
- GPT 5: —
- GPT 5.5: 55.8%
LiveCodeBench
Recent competitive programming problems
- GPT 5: 84.6%
- GPT 5.5: —
Math
AIME 2025
Competition mathematics, 2025 problems
- GPT 5: 94.3%
- GPT 5.5: —
AIME
Competition mathematics
- GPT 5: 95.7%
- GPT 5.5: —
MATH-500
Competition math problems
- GPT 5: 99.4%
- GPT 5.5: —
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- GPT 5: 32.6%
- GPT 5.5: 60.6%Top
τ²-Bench Telecom
Tool use in a customer-support simulation
- GPT 5: 84.8%
- GPT 5.5: 93.9%Top
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- GPT 5: 78.2%
- GPT 5.5: 84.3%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
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| Vision Style Control · Captioning | #11 · 1196.0 | Not in top 20 |
| Vision Style Control · Entity Recognition | #4 · 1261.5 | #14 · 1219.2 |
| Math | Not in top 20 | #15 · 1500.6 |
| Instruction Following | Not in top 20 | #19 · 1477.6 |
| German | Not in top 20 | #16 · 1490.3 |
| Industry Business And Management And Financial Operations | Not in top 20 | #10 · 1490.1 |
| Industry Legal And Government | Not in top 20 | #17 · 1495.1 |
| Industry Mathematical | Not in top 20 | #15 · 1506.3 |
| Japanese | Not in top 20 | #8 · 1505.1 |
| Korean | Not in top 20 | #16 · 1451.5 |
| Non English | Not in top 20 | #17 · 1473.6 |
| Spanish | Not in top 20 | #10 · 1485.0 |
| Vision Style Control Overall | Not in top 20 | #13 · 1286.0 |
| Vision Style Control · Creative Writing Vision | Not in top 20 | #13 · 1281.0 |
| Vision Style Control · Diagram | Not in top 20 | #8 · 1323.3 |
| Vision Style Control · English | Not in top 20 | #13 · 1280.9 |
| Vision Style Control · Homework | Not in top 20 | #6 · 1335.1 |
| Vision Style Control · Humor | Not in top 20 | #8 · 1287.0 |
| Vision Style Control · Ocr | Not in top 20 | #14 · 1299.0 |
| Search Overall | Not in top 20 | #2 · 1246.6 |
| Document Overall | Not in top 20 | #6 · 1485.7 |
| Document Style Control Overall | Not in top 20 | #8 · 1482.8 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- GPT 5
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| Roleplay | Not in top 20 | #11 · 30.1% |
| Math | Not in top 20 | #15 · 6.5% |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- GPT 5
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| FrontierCode Main | Not in top 20 | #18 · 43.0% |
| FrontierCode Extended | Not in top 20 | #16 · 56.7% |
Ranks among Noumen catalog models on FrontierCode leaderboards. Only top-20 placements are listed.FrontierCode
- GPT 5
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| Epoch Capabilities Index | Not in top 20 | #10 · 162.9 |
| FrontierMath v2 (Tiers 1–3) | Not in top 20 | #1 · 85.3% |
| SWE-bench Verified | Not in top 20 | #1 · 80.6% |
| GPQA Diamond | Not in top 20 | #3 · 94.0% |
Ranks among Noumen catalog models on Epoch AI leaderboards. Only top-20 placements are listed.Epoch AI
- GPT 5
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| ARC-AGI-1 | Not in top 20 | #12 · 96.5% |
| ARC-AGI-2 | Not in top 20 | #11 · 85.0% |
| ARC-AGI-3 (Default harness) | Not in top 20 | #14 · 0.4% |
Ranks among Noumen catalog models on ARC Prize leaderboards. Only top-20 placements are listed.ARC Prize
- GPT 5
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| EQ-Bench 4 | Not in top 20 | #7 · 1294 |
| Creative Writing v3 | Not in top 20 | #18 · 1845 |
| EQ-Bench 3 | Not in top 20 | #8 · 1554 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
- GPT 5
- GPT 5.5
| Leaderboard | GPT 5 | GPT 5.5 |
|---|---|---|
| SVG | Not in top 20 | #19 · 1233 |
| ASCII Art | Not in top 20 | #14 · 1253 |
| Agentic Game Dev | Not in top 20 | #12 · 1143 |
| Native Apps | Not in top 20 | #15 · 1166 |
Ranks among Noumen catalog models on Design Arena leaderboards. Only top-20 placements are listed.Design Arena
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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