gpt-5.4-nano
Public AI IQ model profile with source-backed benchmark results and derived ranking context.
IQ
105
EQ
n/a
Effective Cost
$1.7628
IQ Rank
#80
gpt-5.4-nano API pricing — full price table, workload cost examples, and cheaper alternatives.
IQ Dimensions
| Dimension | IQ | Coverage |
|---|---|---|
| Abstract Reasoning | 77 | 2/3 |
| Mathematical Reasoning | 114 | 3/5 |
| Academic Reasoning | 121 | 5/6 |
| Programmatic Reasoning | 112 | 2/5 |
| Computer Use | 104 | 1/5 |
| Reliability | 102 | 5/6 |
Benchmark Results
| Benchmark | Score | Dimension |
|---|---|---|
| AA Long Context Reasoning v1.1 | 76.6667 | Reliability |
| AA Omniscience | -29.4667 | Reliability |
| AIME | 88.75 | Mathematical Reasoning |
| ARC-AGI-1 | 51.5 | Abstract Reasoning |
| ARC-AGI-2 | 5.69 | Abstract Reasoning |
| BullshitBench v2 | 10 | Reliability |
| CritPt | 9.2531 | Academic Reasoning |
| FrontierMath Tier 1-3 | 44.9123 | Mathematical Reasoning |
| FrontierMath Tier 4 | 12.1951 | Mathematical Reasoning |
| GPQA Diamond | 81.7172 | Academic Reasoning |
| Humanity's Last Exam | 28.2669 | Academic Reasoning |
| IFBench | 75.9184 | Reliability |
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Frequently Asked Questions
- What is the IQ of gpt-5.4-nano?
- gpt-5.4-nano has an estimated IQ of 105, which ranks #80 out of 143 public models on the AI IQ leaderboard. The score combines six equally weighted reasoning dimensions using measured benchmark results and conservative estimates for missing coverage.
- How much does gpt-5.4-nano cost?
- gpt-5.4-nano costs $0.20 per million input tokens and $1.25 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $1.76 per million input-plus-output tokens.
- Is gpt-5.4-nano open source?
- No — gpt-5.4-nano is a proprietary model. Its weights are not publicly available, so it is used through hosted APIs and products.
- When was gpt-5.4-nano released?
- gpt-5.4-nano was publicly released on March 17, 2026.
- How large is the context window of gpt-5.4-nano?
- gpt-5.4-nano supports a context window of 400,000 tokens — the amount of text it can consider in a single request.
- How fast is gpt-5.4-nano?
- In independent measurements, gpt-5.4-nano generates about 153 tokens per second, with a typical response time of about 9.7 seconds.