AI Models · Paid vs Paid

GPT-4.1 Paid vs GPT-5.6 Luna Paid

GPT-4.1 vs GPT-5.6 Luna compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · OpenSourceAI.tech

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Choose GPT-5.6 Luna for the lower output price ($6/M vs $8/M). It also gives you the larger 1.1M context window.

GPT-4.1 vs GPT-5.6 Luna specs

SpecGPT-4.1GPT-5.6 Luna
MakerOpenAIOpenAI
TypeProprietaryProprietary
Context window1M tokens1.1M tokens
Input price$2/M$1/M
Output price$8/M$6/M
Vision / multimodalYesYes
Tool / function callingYesYes
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Feature comparison

CapabilityGPT-4.1GPT-5.6 Luna
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: GPT-4.1 vs GPT-5.6 Luna

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

GPT-5.6 Luna delivers 4.1× more intelligence per dollar.
GPT-4.1
GPT-5.6 Luna
Intelligence index
19.4
51.2
Math index
34.7
GPQA
66.6%
91.1%
MMLU-Pro
80.6%
Humanity's Last Exam
4.6%
37.2%
Long Context Reasoning
61%
74%
LiveCodeBench
45.7%
SciCode
38.1%
52.5%
MATH-500
91.3%
AIME
43.7%
AIME 2025
34.7%
IFBench
43%
τ²-Bench
47.1%
Terminal-Bench Hard
13.6%
Coding index
71.4
τ-Bench Banking
27.2%
Terminal-Bench
80.9%
Speed
150.8 tok/s
212.1 tok/s
Latency
0.56s
63.49s
Intelligence per $
5.5
22.8

Benchmark data by Artificial Analysis.

How GPT-4.1 and GPT-5.6 Luna score

🤝 Neck and neck on these criteria (3.2 vs 3.3 / 5).
CriterionGPT-4.1GPT-5.6 Luna
Cost-efficiency3.54.0
Context window5.05.0
Openness1.51.5
Self-hosting1.01.0
Multimodality5.05.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

GPT-4.1 Paid

OpenAI · Proprietary

GPT-4.1 is a flagship large language model optimized for advanced instruction following, real-world software engineering, and long-context reasoning. It supports a 1 million token context window and outperforms GPT-4o and...

GPT-5.6 Luna Paid

OpenAI · Proprietary

GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
GPT-4.1 Mini

Frequently asked questions

GPT-4.1 vs GPT-5.6 Luna — which is cheaper?

GPT-5.6 Luna is cheaper on output ($6/M vs $8/M).

Which has the larger context window?

GPT-5.6 Luna offers the larger context window (1.1M tokens).

GPT-4.1 vs GPT-5.6 Luna — which should I pick in 2026?

Choose GPT-5.6 Luna for the lower output price ($6/M vs $8/M). It also gives you the larger 1.1M context window.

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