Is Mistral Nemo better than Microsoft Phi-4 for coding?

Mistral Nemo scores 48 overall vs Microsoft Phi-4's 45. Mistral Nemo has stronger benchmark performance, but pricing also matters — Mistral Nemo costs $0.150/M input vs $0.100/M for Microsoft Phi-4.

Which is cheaper: Mistral Nemo or Microsoft Phi-4?

Microsoft Phi-4 is cheaper per million input tokens at $0.10/M vs $0.15/M.

What is the price-performance ratio of Mistral Nemo vs Microsoft Phi-4?

Based on benchmark scores, Mistral Nemo costs $0.002 per score point while Microsoft Phi-4 costs $0.002 per score point. Mistral Nemo offers better value.

Mistral Nemo vs Microsoft Phi-4

Performance benchmarks + pricing comparison — updated April 2026

Mistral Nemo

Mistral

Compact 12B open-weight model co-developed with NVIDIA. Excellent coding performance at minimal cost.

Input	$0.150/M
Output	$0.150/M
Context	128K tokens
Best For	Self-hosted deployments, cost-sensitive coding, edge deployments
Benchmark	48/100

Microsoft Phi-4

Microsoft

Microsoft's compact 14B model with strong reasoning and coding capability. Excellent value for small-scale deployments.

Input	$0.100/M
Output	$0.300/M
Context	128K tokens
Best For	Edge deployments, local inference, budget coding
Benchmark	45/100

Benchmark Performance Comparison

Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.

Benchmark	Mistral Nemo	Microsoft Phi-4	Leader
Overall Score	48	45	Mistral Nemo leads by 3pts
SWE-bench Verified	40	38	Mistral Nemo leads by 2pts
LiveCodeBench	50	46	Mistral Nemo leads by 4pts
HumanEval	70	68	Mistral Nemo leads by 2pts
BigCodeBench	32	30	Mistral Nemo leads by 2pts

Cost Comparison by Scenario

Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.

Scenario	Mistral Nemo	Microsoft Phi-4	Savings
Small Script (1K lines)	<$0.01	$0.01	Mistral Nemo saves <$0.01 (22%)
Medium Feature (10K lines)	$0.08	$0.10	Mistral Nemo saves $0.01 (13%)
Large Project (50K lines)	$0.41	$0.47	Mistral Nemo saves $0.06 (13%)
Code Review (5K lines)	$0.03	$0.02	Microsoft Phi-4 saves <$0.01 (17%)

Value Analysis (Price per Benchmark Score Point)

Lower is better — how much you pay for each point of benchmark performance.

Model	Overall Score	Price per Score Point	Verdict
Mistral Nemo	48	$0.002/pt	Better value
Microsoft Phi-4	45	$0.002/pt	Higher cost per point

Mistral Nemo delivers the best value at $0.002 per score point.

Strengths & Weaknesses

Mistral Nemo

+ Open weight
+ Self-hostable
- Basic coding ability

Microsoft Phi-4

+ Small model, runs locally
- Limited capacity

Verdict

Microsoft Phi-4 is cheaper at $0.100/M, but Mistral Nemo scores higher on benchmarks (48 vs 45).

Choose Microsoft Phi-4 for cost-sensitive projects, Mistral Nemo when performance matters most.

Compare with Other Models

Claude Sonnet 4

Anthropic

Anthropic's balanced model for coding and general tasks. Best price-performance ratio in the Claude family.

$3.00/M input $15.00/M output ~$4.66 per medium feature

Claude Opus 4

Anthropic

Anthropic's most powerful model. Best for complex reasoning and challenging coding tasks.

$15.00/M input $75.00/M output ~$23.29 per medium feature

Claude 3.5 Sonnet

Anthropic

Previous generation Sonnet. Still excellent for coding tasks at the same price point.

$3.00/M input $15.00/M output ~$4.66 per medium feature

Claude 3.5 Haiku

Anthropic

Fast, cost-effective model for high-volume tasks. Great for code review and simple queries.

$0.800/M input $4.00/M output ~$1.24 per medium feature

Claude 3 Opus

Anthropic

First generation Opus. Highest reasoning capability in the Claude 3 family.

$15.00/M input $75.00/M output ~$20.25 per medium feature

Claude 3 Sonnet

Anthropic

First generation Sonnet. Balanced performance for general tasks.

$3.00/M input $15.00/M output ~$4.05 per medium feature