microsoft · Open weights
Phi 4 Multimodal
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
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Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
Intelligence Index
5.8
Better than 3% of 326 scored models
Reasoning and knowledge
Humanity’s Last Exam
5.0%Expert-level questions across academic fields
Better than 16% of 323 scored models
GPQA Diamond
31.5%Graduate-level science questions
Better than 1% of 291 scored models
MMLU-Pro
48.5%Multi-subject knowledge and reasoning
Better than 5% of 132 scored models
Coding
LiveCodeBench
13.1%Recent competitive programming problems
Better than 4% of 129 scored models
Math
AIME
9.3%Competition mathematics
Better than 13% of 72 scored models
MATH-500
69.3%Competition math problems
Better than 12% of 73 scored models
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.
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
Related models
Other microsoft models, starting with the same family.