| Signal | GPT-5.4 Nano | Delta | o1-pro |
|---|---|---|---|
Capabilities | 100 | +33 | |
Benchmarks | 90 | +14 | |
Pricing | 99 | +94 | |
Context window size | 89 | +5 | |
Recency | 100 | +43 | |
Output Capacity | 85 | +2 | |
| Overall Result | 6 wins | of 6 | 0 wins |
Score History
79.3
current score
GPT-5.4 Nano
right now
72.7
current score
OpenAI
OpenAI
GPT-5.4 Nano saves you $44917.50/month
That's $539010.00/year compared to o1-pro at your current usage level of 100K calls/month.
| Metric | GPT-5.4 Nano | o1-pro | Winner |
|---|---|---|---|
| Overall Score | 79 | 73 | GPT-5.4 Nano |
| Rank | #42 | #78 | GPT-5.4 Nano |
| Quality Rank | #42 | #78 | GPT-5.4 Nano |
| Adoption Rank | #42 | #78 | GPT-5.4 Nano |
| Parameters | -- | -- | -- |
| Context Window | 400K | 200K | GPT-5.4 Nano |
| Pricing | $0.20/$1.25/M | $150.00/$600.00/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 67 | GPT-5.4 Nano |
| Benchmarks | 90 | 77 | GPT-5.4 Nano |
| Pricing | 99 | 5 | GPT-5.4 Nano |
| Context window size | 89 | 84 | GPT-5.4 Nano |
| Recency | 100 | 57 | GPT-5.4 Nano |
| Output Capacity | 85 | 83 | GPT-5.4 Nano |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 79/100 (rank #42), placing it in the top 86% of all 290 models tracked.
Scores 73/100 (rank #78), placing it in the top 73% of all 290 models tracked.
GPT-5.4 Nano has a 7-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.
GPT-5.4 Nano offers 100% better value per quality point. At 1M tokens/day, you'd spend $21.75/month with GPT-5.4 Nano vs $11250.00/month with o1-pro - a $11228.25 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. GPT-5.4 Nano also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (400K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.25/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (79/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
GPT-5.4 Nano has a moderate advantage with a 6.599999999999994-point lead in composite score. It wins on more signal dimensions, but o1-pro has specific strengths that could make it the better choice for certain workflows.
Best for Quality
GPT-5.4 Nano
Marginally better benchmark scores; both are excellent
Best for Cost
GPT-5.4 Nano
100% lower pricing; better value at scale
Best for Reliability
GPT-5.4 Nano
Higher uptime and faster response speeds
Best for Prototyping
GPT-5.4 Nano
Stronger community support and better developer experience
Best for Production
GPT-5.4 Nano
Wider enterprise adoption and proven at scale
by OpenAI
| Capability | GPT-5.4 Nano | o1-pro |
|---|---|---|
| Vision (Image Input) | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
OpenAI
OpenAI
GPT-5.4 Nano saves you $988.14/month
That's 100% cheaper than o1-pro at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | GPT-5.4 Nano | o1-pro |
|---|---|---|
| Context Window | 400K | 200K |
| Max Output Tokens | 128,000 | 100,000 |
| Open Source | No | No |
| Created | Mar 17, 2026 | Mar 19, 2025 |