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GPT-4o vs Phi-4-multimodal-instruct

GPT-4o leads the LLM Stats Score 11.2 to 2.5. Phi-4-multimodal-instruct is 70.0x cheaper per token.

OpenAI · Microsoft · Updated for 2026

Which is better?

GPT-4o leads the overall LLM Stats Score 11.2 to 2.5, ranking #281 overall.

In the 1 individual benchmarks reported for both models, GPT-4o wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Phi-4-multimodal-instruct is roughly 70.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose GPT-4o

  • overall performance matters — it scores 11.2 and ranks #281 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results

Choose Phi-4-multimodal-instruct

  • cost matters — it's about 70.0x cheaper per token
  • you want the most recent training data — it shipped Feb 2025
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
11.2
#281
2.5
#336
11.9
#270
-0.5
#344
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$2.50 / M
$0.05 / M
Output price
$10.00 / M
$0.10 / M
Context window
128,000
128,000

Individual benchmarks

8 reported for GPT-4o · 15 for Phi-4-multimodal-instruct

1 shared

GPT-4o outperforms in 1 benchmarks (MathVista), while Phi-4-multimodal-instruct is better at 0 benchmarks.

GPT-4o significantly outperforms across most benchmarks.

Tue Oct 20 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Phi-4-multimodal-instruct costs less

For input processing, GPT-4o ($2.50/1M tokens) is 50.0x more expensive than Phi-4-multimodal-instruct ($0.05/1M tokens).

For output processing, GPT-4o ($10.00/1M tokens) is 100.0x more expensive than Phi-4-multimodal-instruct ($0.10/1M tokens).

In conclusion, GPT-4o is more expensive than Phi-4-multimodal-instruct.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Oct 20 2026 • llm-stats.com
OpenAI
GPT-4o
Input tokens$2.50
Output tokens$10.00
Best providerAzure
Microsoft
Phi-4-multimodal-instruct
Input tokens$0.05
Output tokens$0.10
Best providerDeepinfra
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Both models have the same input context window of 128,000 tokens. Phi-4-multimodal-instruct can generate longer responses up to 128,000 tokens, while GPT-4o is limited to 4,096 tokens.

OpenAI
GPT-4o
Input128,000 tokens
Output4,096 tokens
Microsoft
Phi-4-multimodal-instruct
Input128,000 tokens
Output128,000 tokens
Tue Oct 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-4o and Phi-4-multimodal-instruct support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-4o

Text
Images
Audio
Video

Phi-4-multimodal-instruct

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-4o is licensed under a proprietary license, while Phi-4-multimodal-instruct uses MIT.

License differences may affect how you can use these models in commercial or open-source projects.

GPT-4o

Proprietary

Closed source

Phi-4-multimodal-instruct

MIT

Open weights

Release Timeline

When each model was launched

GPT-4o was released on 2024-05-13, while Phi-4-multimodal-instruct was released on 2025-02-01.

Phi-4-multimodal-instruct is 9 months newer than GPT-4o.

GPT-4o

May 13, 2024

2.4 years ago

Phi-4-multimodal-instruct

Feb 1, 2025

1.7 years ago

8mo newer

Knowledge Cutoff

When training data ends

Phi-4-multimodal-instruct has a documented knowledge cutoff of 2024-06-01, while GPT-4o's cutoff date is not specified.

We can confirm Phi-4-multimodal-instruct's training data extends to 2024-06-01, but cannot make a direct comparison without GPT-4o's cutoff date.

GPT-4o

—

Phi-4-multimodal-instruct

Jun 2024

Provider Availability

GPT-4o is available from Azure, OpenAI. Phi-4-multimodal-instruct is available from DeepInfra.

GPT-4o

azure logo
Azure
Input Price:Input: $2.50/1MOutput Price:Output: $10.00/1M
openai logo
OpenAI
Input Price:Input: $2.50/1MOutput Price:Output: $10.00/1M

Phi-4-multimodal-instruct

deepinfra logo
Deepinfra
Input Price:Input: $0.05/1MOutput Price:Output: $0.10/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-4o and Phi-4-multimodal-instruct side-by-side, then vote on the output you prefer.

GPT-4o
✓ Preferred
Phi-4-multimodal-instruct
Open in Playground

FAQ

Common questions about GPT-4o vs Phi-4-multimodal-instruct.

Which is better, GPT-4o or Phi-4-multimodal-instruct?

GPT-4o leads the LLM Stats Score 11.2 to 2.5. GPT-4o is made by OpenAI and Phi-4-multimodal-instruct is made by Microsoft. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-4o compare to Phi-4-multimodal-instruct in benchmarks?

GPT-4o scores MGSM: 90.5%, HumanEval: 90.2%, MMLU: 88.7%, DROP: 83.4%, MATH: 76.6%. Phi-4-multimodal-instruct scores ScienceQA Visual: 97.5%, DocVQA: 93.2%, MMBench: 86.7%, POPE: 85.6%, OCRBench: 84.4%.

Is GPT-4o cheaper than Phi-4-multimodal-instruct?

Phi-4-multimodal-instruct is 50.0x cheaper for input tokens. GPT-4o costs $2.50/M input and $10.00/M output via azure. Phi-4-multimodal-instruct costs $0.05/M input and $0.10/M output via deepinfra.

What are the context window sizes for GPT-4o and Phi-4-multimodal-instruct?

GPT-4o supports 128K tokens and Phi-4-multimodal-instruct supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-4o and Phi-4-multimodal-instruct?

Key differences include LLM Stats Score (11.2 vs 2.5), input pricing ($2.50 vs $0.05/M), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-4o and Phi-4-multimodal-instruct?

GPT-4o is developed by OpenAI and Phi-4-multimodal-instruct is developed by Microsoft.