head-to-head

OpenAI: GPT-5.4 Mini vs MoonshotAI: Kimi K2.5

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.

OpenAI: GPT-5.4 Mini MoonshotAI: Kimi K2.5
Vendoropenaimoonshotai
Quality Score100100
Benchmark Score70.864.3
Input Price$0.75/M$0.53/M
Output Price$4.50/M$3.33/M
Context Window400,000262,144
Max Output128,00065,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index66.062.9
ai_index_agentic49.8-
ai_index_coding92.5-
eqbench-55.2

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Kimi K2.5 costs $1.36 and GPT-5.4 Mini costs $1.88, so Kimi K2.5 is about 1.4 times cheaper for the same work.

GPT-5.4 Mini reads up to 400,000 tokens at once, roughly 600 pages of text, against about 393 pages for Kimi K2.5.

On our blended benchmark score GPT-5.4 Mini leads 70.8 to 64.3.

Across the 20 tasks where they differ, GPT-5.4 Mini scores higher on 20 (SQL Generation, Code Review, Code Completion and others).

GPT-5.4 Mini was released in March 2026 and Kimi K2.5 in January 2026.

Pick GPT-5.4 Mini if you need long documents, benchmark performance or the stronger all-round task scores; pick Kimi K2.5 if you need lower cost.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskOpenAI: GPT-5.4 MiniMoonshotAI: Kimi K2.5
SQL Generation 164 142
Code Review 159 145
Code Completion 132 131
Code Refactoring 158 145
Bug Fixing 170 149
Unit Test Generation 148 132
Code Documentation 140 135
Regex Writing 132 127
CI/CD Pipelines 139 128
Frontend Component Design 141 131
Data Analysis 160 136
CSV / Spreadsheet Cleanup 151 133
ETL Scripting 149 136
JSON Extraction 146 131
Bulk Data Labeling 133 128
OCR / Document Parsing 144 133
Table Extraction from PDFs 144 133
Long-Document Summarization 154 146
Short-Form Summarization 129 127
Blog Post Writing 136 130

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

Related comparisons

Anthropic: Claude Haiku Latest vs MoonshotAI: Kimi K2.5 Anthropic: Claude Haiku Latest vs OpenAI: GPT-5.4 Mini Anthropic: Claude Sonnet 5 vs OpenAI: GPT-5.4 Mini Anthropic: Claude Sonnet Latest vs OpenAI: GPT-5.4 Mini ByteDance Seed: Seed-2.0-Mini vs MoonshotAI: Kimi K2.5 Google: Gemini 3.1 Flash Lite vs OpenAI: GPT-5.4 Mini Google: Gemini 3.1 Pro Preview vs MoonshotAI: Kimi K2.5 Google: Gemini 3.5 Flash vs OpenAI: GPT-5.4 Mini

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.