LLM Reference

Phi-4 Mini

Released
2024-12-13
Last refreshed
2026-06-29
Status
Researched 44d ago
Open sourceCommercial use: permittedLong contextClassification

Phi-4 Mini is worth evaluating for long context and classification when its provider route and context window match the workload.

Use it for

  • Teams evaluating long context and classification
  • Workloads that can use a 128k context window
  • Buyers comparing 2 tracked provider routes

Do not use it for

  • Vision or document-understanding workloads
  • Strict JSON or tool-calling flows
Specifications
Family
Phi-4
Released
2024-12-13
Context
128k
Parameters
3.8B
Knowledge cutoff
2024-06
Openness
Open source
License
MITOSI-approvedCommercial use: permitted
Created by

Advancing the state-of-the-art in AI and computing.

Redmond, Washington, United States
Founded 1991
Website
Pricing
Output / 1M
$0.900
Input / 1M
$0.900

Cheapest of 3 routes · Fireworks AI

About

Phi-4 family model from Microsoft Research. Mini variant with efficient performance.

Phi-4 Mini is an open-source model in the Phi-4 family. The structured metadata tracks a 128k-token context window. This page tracks provider routes through Fireworks AI, NVIDIA NIM, and Novita AI, with the cheapest tracked route listed at $0.05 input and $0.15 output per 1M tokens. Headline tracked benchmarks include Google-Proof Q&A 25.2, Massive Multitask Language Understanding 67.3, and MMLU PRO 52.8.

Top use-case fit

Long context

Included by capability and metadata signals in the decision map.

Classification

Q/$ C

2 relevant benchmarks in the decision map.

Capabilities

No model capability flags are currently sourced.

Benchmark peer barsfor Classification

Benchmark scores(3)

Scores are benchmark-specific and are direction-aware: the same numeric gap can mean very different outcomes across suites. Use the leaderboard context and this model's provider route to decide whether the winning margin is meaningful for your workload.
BenchmarkScoreVersionSource
Google-Proof Q&A25.2https://huggingface.co/microsoft/Phi-4-mini-instruct
Massive Multitask Language Understanding67.3https://huggingface.co/microsoft/Phi-4-mini-instruct
MMLU PRO52.8https://huggingface.co/microsoft/Phi-4-mini-instruct

Migration checks

No linked migration route is available for this model yet.

Frequently asked questions

What is the context window of Phi-4 Mini?

Phi-4 Mini has a context window of 128k tokens.

How much does Phi-4 Mini cost?

Phi-4 Mini pricing ranges from $0.05/1M to $0.9/1M input tokens depending on the provider.

When was Phi-4 Mini released?

Phi-4 Mini was released on 2024-12-13.

Which providers offer Phi-4 Mini?

Phi-4 Mini is available from 3 providers: Fireworks AI, NVIDIA NIM, Novita AI.

What benchmarks has Phi-4 Mini been tested on?

Phi-4 Mini has been evaluated on 3 benchmarks, including Google-Proof Q&A, Massive Multitask Language Understanding, MMLU PRO.