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GPT-5.1-Codex

by OpenAI · Released Nov 2025

Multimodal
82.8
avg score
Rank #19
Compare
Better than 92% of all models
Context
400K tokens (~200 books)
Input $/1M
$1.25
Output $/1M
$10.00
Type
multimodal
License
Proprietary
Benchmarks
8 tested
Data updated today
About

GPT-5.1-Codex is a specialized version of GPT-5.1 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks....

Tested on 8 benchmarks with 68.6% average. Top scores: LiveBench — Reasoning (82.0%), LiveBench — Mathematics (79.6%), LiveBench — Coding (71.8%).

Looking for similar performance at lower cost?
MiMo-V2-Flash scores 81.7 (99% as good) at $0.09/1M input · 93% cheaper
Capabilities
coding
62.6
#32 globally
reasoning
71.4
#23 globally
math
79.6
#20 globally
knowledge
68.6
#22 globally
language
66.4
#77 globally
Benchmark Scores
Compare All
Tested on 8 benchmarks · Ranked across 5 categories
Score Distribution (all 233 models)
0255075100
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LiveBench — Coding

Regularly refreshed coding problems that avoid data contamination. New problems added monthly to prevent memorization.

71.8
LiveBench — Agentic Coding

LiveBench coding tasks that require multi-step reasoning and tool use. Tests planning and execution of complex coding workflows.

53.3
LiveBench — Reasoning

Regularly refreshed reasoning problems testing logical deduction, spatial reasoning, and analytical thinking.

82.0
LiveBench — Data Analysis

Fresh data analysis tasks testing ability to interpret tables, charts, and statistical data.

60.8
LiveBench — Mathematics

Regularly updated math problems that test numerical reasoning, algebra, calculus, and combinatorics.

79.6
Excellent (85+) Good (70-85) Average (50-70) Below (<50)
Links
Documentation
Community
BenchGecko API
gpt-5-1-codex
Specifications
  • Typemultimodal
  • Context400K tokens (~200 books)
  • ReleasedNov 2025
  • LicenseProprietary
  • StatusActive
  • Cost / Message~$0.013
Available On
OpenAI logoOpenAI$1.25
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GPT-5.1-Codex is a proprietary multimodal AI model by OpenAI, released in November 2025. It has an average benchmark score of 82.8. Context window: 400K tokens.