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Parse vs Phi-4-multimodal-instruct

Comparing Parse and Phi-4-multimodal-instruct across benchmarks, pricing, and capabilities.

Cohere · Microsoft · Updated for 2026

Which is better?

Parse and Phi-4-multimodal-instruct trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

Phi-4-multimodal-instruct also accepts a larger context window (128,000 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose Parse

  • you want the most recent training data — it shipped Aug 2026

Choose Phi-4-multimodal-instruct

  • you process long inputs — it offers a 128,000 token context window
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
Input price
— / M
$0.05 / M
Output price
— / M
$0.10 / M
Context window
8,192
128,000

Individual benchmarks

1 reported for Parse · 15 for Phi-4-multimodal-instruct

No common benchmarks found

Parse and Phi-4-multimodal-instructdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

3.3B diff

Phi-4-multimodal-instruct has 3.3B more parameters than Parse, making it 143.5% larger.

Cohere
Parse
2.3Bparameters
Microsoft
Phi-4-multimodal-instruct
5.6Bparameters
2.3B
Parse
5.6B
Phi-4-multimodal-instruct

Context Window

Maximum input and output token capacity

Phi-4-multimodal-instruct accepts 128,000 input tokens compared to Parse's 8,192 tokens. Only Phi-4-multimodal-instruct specifies output context (128,000 tokens).

Cohere
Parse
Input8,192 tokens
Output- tokens
Microsoft
Phi-4-multimodal-instruct
Input128,000 tokens
Output128,000 tokens
Mon Aug 31 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Parse and Phi-4-multimodal-instruct support multimodal inputs.

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

Parse

Text
Images
Audio
Video

Phi-4-multimodal-instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Parse 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.

Parse

Proprietary

Closed source

Phi-4-multimodal-instruct

MIT

Open weights

Release Timeline

When each model was launched

Parse was released on 2026-08-27, while Phi-4-multimodal-instruct was released on 2025-02-01.

Parse is 19 months newer than Phi-4-multimodal-instruct.

Parse

Aug 27, 2026

3 days ago

1.6yr newer
Phi-4-multimodal-instruct

Feb 1, 2025

1.6 years ago

Knowledge Cutoff

When training data ends

Phi-4-multimodal-instruct has a documented knowledge cutoff of 2024-06-01, while Parse'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 Parse's cutoff date.

Parse

Phi-4-multimodal-instruct

Jun 2024

Provider Availability

Parse is available from Azure, Cohere. Phi-4-multimodal-instruct is available from DeepInfra.

Parse

azure logo
Azure
cohere logo
Cohere

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?Start an Issue discussion

Judge for yourself.

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

Parse
✓ Preferred
Phi-4-multimodal-instruct
Open in Playground

FAQ

Common questions about Parse vs Phi-4-multimodal-instruct.

Which is better, Parse or Phi-4-multimodal-instruct?

Parse (Cohere) and Phi-4-multimodal-instruct (Microsoft) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

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

Parse scores ParseBench: 79.2%. Phi-4-multimodal-instruct scores ScienceQA Visual: 97.5%, DocVQA: 93.2%, MMBench: 86.7%, POPE: 85.6%, OCRBench: 84.4%.

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

Parse supports 8K 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 Parse and Phi-4-multimodal-instruct?

Key differences include context window (8K vs 128K), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Parse and Phi-4-multimodal-instruct?

Parse is developed by Cohere and Phi-4-multimodal-instruct is developed by Microsoft.