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GPT-4.1 Nano (batch)

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Long-context coding-focused GPT-4 successor with a 1M-token window. Aimed at developers who need predictable instruction following over very long inputs.

GPT-4.1 Nano (batch) is a multimodal AI model from OpenAI. It costs $0.050 per million input tokens and $0.200 per million output tokens (blended $0.095/M), with a 1,047,576-token context window.

Profile inherited from upstream GPT-4.1 ↗ — this is a hosted variant of the same open-weights model.

INPUT
$0.050/M
per million input tokens
OUTPUT
$0.200/M
per million output tokens
BLENDED 70/30
$0.095/M
unchanged since 3 May
CONTEXT
1,047,576
tokens
What it is good at
  • 1M context window
  • Strong coding
  • Better instruction following than GPT-4o
  • Cheap relative to GPT-4
Typical use cases
  • Repo-scale coding
  • Long document analysis
  • Cost-sensitive vision

Benchmarks

vs. best public score
Scores inherited from GPT-4.1 — this is a hosted variant of the same open-weights model, so the underlying benchmark scores are identical.
MMLU89%
Multitask academic knowledge across 57 subjects.
Graduate-level science questions, "Google-proof".
MATH87%
High-school competition math problems.
Python function synthesis from docstrings.
Real GitHub issues solved end-to-end.
LMArena Elo1346 Elo
Crowd-sourced head-to-head preference Elo rating.
Hand-curated from each provider's published reports and public leaderboards. Methodology varies across sources, treat as directional rather than authoritative.

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Frequently asked questions

How much does GPT-4.1 Nano (batch) cost?

GPT-4.1 Nano (batch) costs $0.050 per million input tokens and $0.200 per million output tokens, for a blended reference rate of $0.095 per million tokens.

What is GPT-4.1 Nano (batch)'s context window?

GPT-4.1 Nano (batch) supports up to 1,047,576 tokens of context in a single request.

What is GPT-4.1 Nano (batch) best for?

GPT-4.1 Nano (batch) is well suited to 1M context window, Strong coding and Better instruction following than GPT-4o.

Who makes GPT-4.1 Nano (batch)?

GPT-4.1 Nano (batch) is developed and served by OpenAI. It was released in Apr 2025.

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