Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Microsoft

Phi 4

Microsoft

Phi 4 is a language model developed by Microsoft. It achieves strong performance with an average score of 66.0% across 13 benchmarks. It excels particularly in MMLU (84.8%), HumanEval+ (82.8%), HumanEval (82.6%). The model shows particular specialization in math tasks with an average performance of 80.5%. The model is available through 1 API provider. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Microsoft's latest advancement in AI technology.

Alibaba

Qwen2.5-Coder 7B Instruct

Alibaba

Qwen2.5-Coder 7B Instruct is a language model developed by Alibaba. The model shows competitive results across 19 benchmarks. It excels particularly in HumanEval (88.4%), GSM8k (83.9%), MBPP (83.5%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Alibaba's latest advancement in AI technology.

Alibaba

Qwen2.5-Coder 7B Instruct

Alibaba

2024-09-19

Microsoft

Phi 4

Microsoft

2024-12-12

2 months newer

Performance Metrics

Context window and performance specifications

Microsoft

Phi 4

Larger context
Max Context:32.0K
Parameters:14.7B
Alibaba

Qwen2.5-Coder 7B Instruct

Max Context:-
Parameters:7.0B

Average performance across 4 common benchmarks

Microsoft

Phi 4

+18.9%
Average Score:79.5%
Alibaba

Qwen2.5-Coder 7B Instruct

Average Score:60.7%

Performance comparison across key benchmark categories

Microsoft

Phi 4

math
+15.3%
80.5%
code
+18.9%
76.1%
general
+7.9%
60.2%
Alibaba

Qwen2.5-Coder 7B Instruct

math
65.3%
code
57.3%
general
52.3%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Phi 4

2024-06-01

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Microsoft

Phi 4

1 providers

DeepInfra

Throughput: 33 tok/s
Latency: 0.2ms
Alibaba

Qwen2.5-Coder 7B Instruct

0 providers
Microsoft

Phi 4

+18.9%
Avg Score:79.5%
Providers:1
Alibaba

Qwen2.5-Coder 7B Instruct

Avg Score:60.7%
Providers:0