Phi-4 Multimodal Instruct vs Llama 65B: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Phi-4 Multimodal Instruct vs Llama 65B Showdown

After a comprehensive analysis, Llama 65B emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Phi-4 Multimodal Instruct remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Phi-4 Multimodal Instruct vs Llama 65B comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

Phi-4 Multimodal Instruct

Other

Reasoning: 6
Coding: 6
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: 17.253tokens/sec

Llama 65B

Overall Capabilities

The capability radar provides a holistic view of the Phi-4 Multimodal Instruct vs Llama 65B matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Phi-4 Multimodal Instruct vs Llama 65B analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Phi-4 Multimodal Instruct` vs `Llama 65B`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Phi-4 Multimodal Instruct vs Llama 65B debate, Phi-4 Multimodal Instruct scores 60 against Llama 65B's 60. This data-driven approach is essential for any serious Phi-4 Multimodal Instruct vs Llama 65B comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Phi-4 Multimodal Instruct vs Llama 65B decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Phi-4 Multimodal Instruct300ms

Llama 65B300ms

Tokens per Second

Phi-4 Multimodal Instruct17.253

Llama 65B54

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The Economics of Phi-4 Multimodal Instruct vs Llama 65B

Power is only one part of the equation. This Phi-4 Multimodal Instruct vs Llama 65B pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Phi-4 Multimodal Instruct would cost $0.018, whereas Llama 65B would cost $0.018. This practical calculation is vital for any developer considering the Phi-4 Multimodal Instruct vs Llama 65B choice.

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