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microsoft · Open weights

Phi 4 Multimodal

Added Jul 26, 2025Open weights

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Use in the app

Phi 4 by Microsoft. A small multimodal model that can handle images and text.

Input
Text
Output
Text
Discovery tier
Open weights

Pricing

USD per 1M tokens
Input
$0.07
Output
$0.11

Reference prices as published by the model provider. API example

Specifications

Context window
128K
Max output
16.4K

Side by side

Phi 4 Multimodal compared

Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.

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Phi 4 MultimodalmicrosoftThis modelMistral Large 2411MistralRemove
ProvidermicrosoftMistral
Discovery tierOpen weightsBalanced
AddedJul 26, 2025Jan 1, 2024
Limits
Context window128K128K
Max output16.38K102.4KBest
Average output—955 tokens
Pricing, USD per 1M tokens
Input$0.07Best$2.01
Output$0.11Best$6.00
Cache read—$0.20
Performance
Request success (24h)—100.0%
Benchmark indexes
Intelligence Index5.85.8
Capabilities
Reasoning effort——

Public evaluations

Benchmarks

Independent evaluation results, with how each score ranks among the models in the Noumen catalog.

  • Phi 4 Multimodal
  • Mistral Large 2411

Intelligence Index

  • Phi 4 Multimodal5.8
  • Mistral Large 24115.8

Phi 4 Multimodal: Better than 3% of 326 scored models

3.8Catalog models by score55.1

Reasoning and knowledge

  • Humanity’s Last Exam

    Expert-level questions across academic fields

    • Phi 4 Multimodal: 5.0%Top
    • Mistral Large 2411: 3.5%

  • GPQA Diamond

    Graduate-level science questions

    • Phi 4 Multimodal: 31.5%
    • Mistral Large 2411: 35.1%Top

  • MMLU-Pro

    Multi-subject knowledge and reasoning

    • Phi 4 Multimodal: 48.5%
    • Mistral Large 2411: 51.5%Top

Coding

  • LiveCodeBench

    Recent competitive programming problems

    • Phi 4 Multimodal: 13.1%
    • Mistral Large 2411: 17.8%Top

Math

  • AIME

    Competition mathematics

    • Phi 4 Multimodal: 9.3%Top
    • Mistral Large 2411: 0.0%

  • MATH-500

    Competition math problems

    • Phi 4 Multimodal: 69.3%Top
    • Mistral Large 2411: 52.7%

Scores from Artificial Analysis, updated Oct 26, 2026.

Developers

Use it through the API

Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.

Read the quickstart
curl https://www.noumen.xyz/api/v1/chat/completions \
  -H "Authorization: Bearer $NOUMEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "phi-4-multimodal-instruct",
    "messages": [{ "role": "user", "content": "Explain this stack trace." }]
  }'
import os
from openai import OpenAI

client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
    model="phi-4-multimodal-instruct",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

microsoft

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