OpenAI o1 vs Stable Code 3B

Performance benchmarks + pricing comparison — updated April 2026

OpenAI o1

OpenAI

Reasoning model optimized for complex problem-solving. Excels at math, science, and advanced coding.

Input$15.00/M
Output$60.00/M
Context200K tokens
Best ForComplex math, advanced coding, scientific reasoning
Benchmark83/100

Stable Code 3B

Stability AI

Stability AI's code-focused model. Small, efficient model for code completion and generation.

Input$0.050/M
Output$0.200/M
Context32K tokens
Best ForCode completion, IDE integration, lightweight coding assistant

Cost Comparison by Scenario

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

ScenarioOpenAI o1Stable Code 3BSavings
Small Script (1K lines) $2.32 <$0.01 Stable Code 3B saves $2.32 (100%)
Medium Feature (10K lines) $17.25 $0.06 Stable Code 3B saves $17.19 (100%)
Large Project (50K lines) $86.25 $0.29 Stable Code 3B saves $85.96 (100%)
Code Review (5K lines) $4.13 $0.01 Stable Code 3B saves $4.11 (100%)

Verdict

Stable Code 3B wins on both price and performance — $0.050/M input with a benchmark score of N/A/100.

For most developers, this is the clear choice between these two models.

Compare with Other Models