Amazon Nova Pro vs Phi-4
A complete head-to-head: pricing, context window, benchmarks, modality coverage, and openness, with a programmatic verdict synthesized from the underlying data.
Updated
Amazon Nova Pro specs · Phi-4 specs- PriceAmazon Nova Pro
Amazon Nova Pro publishes pricing ($3.20 / 1M output tokens) while Phi-4 does not.
- Context windowAmazon Nova Pro
Amazon Nova Pro accepts 300K tokens vs 16K, 18.8× the room for long documents and codebases.
- BenchmarksTie
No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores.
- ModalitiesAmazon Nova Pro
Amazon Nova Pro supports 3 modalities (text, vision, video) vs 1 for Phi-4.
- OpennessPhi-4
Phi-4 ships open weights (MIT); Amazon Nova Pro is API-only.
On balance Amazon Nova Pro edges ahead, winning 3 of 5 categories against Phi-4's 1. Amazon Nova Pro publishes pricing ($3.20 / 1M output tokens) while Phi-4 does not. Amazon Nova Pro accepts 300K tokens vs 16K, 18.8× the room for long documents and codebases.
No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores. They differ in modality coverage, Amazon Nova Pro handles text, vision, video while Phi-4 handles text, which can be the deciding factor before you even look at benchmarks. Phi-4 ships open weights (MIT); Amazon Nova Pro is API-only.
Both shipped within roughly a month of each other in 2024, so they share the same generation of training data and tooling. Amazon Nova Pro is usually picked for enterprise llm and rag workloads, while Phi-4 sees more deployments in on device and edge deployment. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.
Side-by-side specs
| Spec | Amazon Nova Pro | Phi-4 |
|---|---|---|
| Provider | Other | Microsoft |
| Released | Dec 2024 | Dec 2024 |
| Modalities | text, vision, video | text |
| Context window | 300K tokens | 16K tokens |
| Max output | , | , |
| Input · 1M | $0.80 / 1M tokens | Pricing not published |
| Output · 1M | $3.20 / 1M tokens | Pricing not published |
| Knowledge cutoff | , | , |
| Open weights | No | Yes (MIT) |
| API available | Yes | Yes |
Pricing at scale
What you'd actually pay at typical workloads. Numbers come from each model's published per-million-token rates.
- Light usage, 100k in / 50k out per day$7.20 vs ,
- Heavy usage, 1M in / 500k out per day$72.00 vs ,
- RAG workload, 5M in / 200k out per day$139 vs ,
Light usage, 100k in / 50k out per day: pricing not directly comparable (one or both models are missing public per-token rates). Heavy usage, 1M in / 500k out per day: pricing not directly comparable (one or both models are missing public per-token rates). RAG workload, 5M in / 200k out per day: pricing not directly comparable (one or both models are missing public per-token rates).
Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.
- Amazon Nova Pro$0.240
- Phi-4Pricing unavailable
Benchmarks compared
Only sourced numbers. Where a benchmark is missing for one model we show the available value rather than fabricating the other.
- MMLU,84.8
- HumanEval,82.6
Amazon Nova Pro fits when…
- AWS-native
- Long context
- Multimodal incl. video
- Long-context tasks, handles 300K tokens vs 16K for Phi-4.
- Multimodal needs covering vision, video.
Phi-4 fits when…
- Exceptional quality at 14B parameters
- MIT license, clean commercial use
- Strong on math
- Self-hosting and on-prem requirements, open weights (MIT).
Consider DBRX
Databricks' 132B MoE, a notable 2024 open-weight release tuned for enterprise.
Frequently asked
Is Amazon Nova Pro or Phi-4 cheaper?
Per-token pricing isn't published for at least one of these models, check each model's spec page for current rates.Which has the larger context window?
Amazon Nova Pro accepts 300K tokens vs 16K for Phi-4.Is Amazon Nova Pro or Phi-4 better for coding?
Both Amazon Nova Pro and Phi-4 are competitive on coding benchmarks. See each model's individual spec page for HumanEval and SWE-bench scores where published. For an opinionated pick, consult our Best LLM for Coding ranking.Are either of these models open source?
Phi-4 ships open weights (MIT). Amazon Nova Pro is API-only.When were Amazon Nova Pro and Phi-4 released?
Amazon Nova Pro was released by Other on 2024-12-03. Phi-4 was released by Microsoft on 2024-12-12.
The week's AI launches, in your inbox.
One short email every Friday, new models, leaks, and quietly-shipped APIs you missed.