AI Models · Paid vs Paid

GPT-4.1 Paid vs AMNova Pro 1.0 Paid

GPT-4.1 vs Nova Pro 1.0 compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

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

GPT-4.1PaidOpenAI
$2 /M input
$8 /M outputManaged API (no infra to run)
TypeProprietary
Context window1M tokens
MultimodalYes
Self-hostNo
AMNova Pro 1.0PaidAmazon
$0.8 /M input
$3.2 /M outputManaged API (no infra to run)
TypeProprietary
Context window300K tokens
MultimodalYes
Self-hostNo
Choose Nova Pro 1.0 for the lower output price ($3.2/M vs $8/M). Choose GPT-4.1 if you need the larger 1M context window.

GPT-4.1 vs Nova Pro 1.0 specs

SpecGPT-4.1Nova Pro 1.0Winner
MakerOpenAIAmazon
TypeProprietaryProprietary
Context window1M tokens300K tokensGPT-4.1
Input price$2/M$0.8/MAMNova Pro 1.0
Output price$8/M$3.2/MAMNova Pro 1.0
Vision / multimodalYesYes= Tie
Tool / function callingYesYes= Tie
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

2.5×cheaper per output token

Nova Pro 1.0 is ~2.5× cheaper than GPT-4.1 on output tokens ($3.2 vs $8 per M tokens).

Choose GPT-4.1 if…
  • You want frontier performance through a managed API
  • You need the longer 1M context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
AMChoose Nova Pro 1.0 if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityGPT-4.1Nova Pro 1.0
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: GPT-4.1 vs Nova Pro 1.0

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

GPT-4.1
Nova Pro 1.0
Intelligence index
12.7
Math index
34.7
GPQA
66.6%
MMLU-Pro
80.6%
Humanity's Last Exam
4.2%
Long Context Reasoning
68.3%
LiveCodeBench
45.7%
MATH-500
91.3%
AIME
43.7%
AIME 2025
34.7%
IFBench
43%
τ²-Bench
47.1%
Terminal-Bench Hard
13.6%
Speed
0 tok/s
Latency
0s
Intelligence per $
3.6

Benchmark data by Artificial Analysis.

How GPT-4.1 and Nova Pro 1.0 score

🤝 Neck and neck on these criteria (3.2 vs 3.1 / 5).
CriterionGPT-4.1Nova Pro 1.0
Cost-efficiency3.54.0
Context window5.04.0
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...

Nova Pro 1.0 Paid

Amazon · Proprietary

Amazon Nova Pro 1.0 is a capable multimodal model from Amazon focused on providing a combination of accuracy, speed, and cost for a wide range of tasks. As of December...

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 (batch)GPT-4.1 MiniGPT-4.1 Mini (batch)GPT-4.1 NanoGPT-4.1 Nano (batch)

Frequently asked questions

GPT-4.1 vs Nova Pro 1.0 — which is cheaper?

Nova Pro 1.0 is cheaper on output ($3.2/M vs $8/M).

Which has the larger context window?

GPT-4.1 offers the larger context window (1M tokens).

GPT-4.1 vs Nova Pro 1.0 — which should I pick in 2026?

Choose Nova Pro 1.0 for the lower output price ($3.2/M vs $8/M). Choose GPT-4.1 if you need the larger 1M context window.

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