AI Models · Open-Source vs Paid

Phi 4 Open vs AMNova Pro 1.0 Paid

Phi 4 vs Nova Pro 1.0 compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

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

Phi 4OpenMicrosoft
$0.07 /M input
$0.14 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window16K tokens
MultimodalNo
Self-hostYes
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 Phi 4 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Nova Pro 1.0 if you want frontier capability through a managed API with zero infrastructure to run.

Phi 4 vs Nova Pro 1.0 specs

SpecPhi 4Nova Pro 1.0Winner
MakerMicrosoftAmazon
TypeOpen-weightProprietaryPhi 4
Context window16K tokens300K tokensAMNova Pro 1.0
Input price$0.07/M · free self-host$0.8/MPhi 4
Output price$0.14/M · free self-host$3.2/MPhi 4
Vision / multimodalNoYesAMNova Pro 1.0
Tool / function callingNoYesAMNova Pro 1.0
Self-hostableYesNo (API only)Phi 4
LicenseMITProprietaryPhi 4

Price gap & when to choose each

23×cheaper per output token

Phi 4 is ~23× cheaper than Nova Pro 1.0 on output tokens ($0.14 vs $3.2 per M tokens).

Choose Phi 4 if…
  • You want to self-host or run on your cloud
  • You prioritize data privacy & control
  • You want the lowest operating costs
  • You are building open or reproducible AI
AMChoose Nova Pro 1.0 if…
  • You want frontier performance through a managed API
  • You need the longer 300K context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityPhi 4Nova Pro 1.0
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Phi 4 vs Nova Pro 1.0

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

Phi 4
Nova Pro 1.0
Intelligence index
5.9
Math index
18
GPQA
57.5%
MMLU-Pro
71.4%
Humanity's Last Exam
3.8%
Long Context Reasoning
0%
LiveCodeBench
23.1%
MATH-500
81%
AIME
14.3%
AIME 2025
18%
IFBench
23.5%
τ²-Bench
0%
Terminal-Bench Hard
3.8%
Speed
43.7 tok/s
Latency
0.95s
Intelligence per $
26.9

Benchmark data by Artificial Analysis.

How Phi 4 and Nova Pro 1.0 score

🏆 Best value & openness: Phi 4 (3.8 vs 3.1 / 5)
CriterionPhi 4Nova Pro 1.0
Cost-efficiency5.04.0
Context window2.04.0
Openness5.01.5
Self-hosting5.01.0
Multimodality2.05.0

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

Phi 4 Open

Microsoft · Open-weight

[Microsoft Research](/microsoft) Phi-4 is designed to perform well in complex reasoning tasks and can operate efficiently in situations with limited memory or where quick responses are needed. At 14 billion...

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...

Frequently asked questions

Is Phi 4 as good as Nova Pro 1.0?

Phi 4 is open-weight and competitive on many tasks, but Nova Pro 1.0 may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Phi 4 locally?

Yes. Phi 4 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Nova Pro 1.0 is API-only and cannot be self-hosted.

How much cheaper is Phi 4?

Phi 4 costs $0.14/M output vs $3.2/M for Nova Pro 1.0 — roughly 23x cheaper via API, and free if you self-host.

Phi 4 vs Nova Pro 1.0 — which should I pick in 2026?

Choose Phi 4 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Nova Pro 1.0 if you want frontier capability through a managed API with zero infrastructure to run.

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