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GPT-5.1-Codex-Max vs Kimi K2.7 Code

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5.1-Codex-Max and Kimi K2.7 Code.

OpenAI

GPT-5.1-Codex-Max

GPT-5.1-Codex-Max is OpenAI’s latest agentic coding model, designed for long-running, high-context software development tasks. It is based on an updated version of the 5.1 reasoning stack and trained on agentic...

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Moonshot AI

Kimi K2.7 Code

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...

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Technical Specifications

SpecificationGPT-5.1-Codex-MaxKimi K2.7 Code
ProviderOpenAIMoonshot AI
Context Window400,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-12-042026-06-12

API Pricing Comparison

Input Price per Million Tokens

GPT-5.1-Codex-Max

$1.25

Kimi K2.7 Code

$0.74

Output Price per Million Tokens

GPT-5.1-Codex-Max

$10.00

Kimi K2.7 Code

$3.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8500.0%
GPT-5.1-Codex-Max
Kimi K2.7 Code
HumanEvalPython coding & logic synthesis
N/Avs9320.0%
GPT-5.1-Codex-Max
Kimi K2.7 Code
MATHComplex mathematical problem solving
N/Avs7650.0%
GPT-5.1-Codex-Max
Kimi K2.7 Code
GPQAGraduate-level expert reasoning
N/Avs4600.0%
GPT-5.1-Codex-Max
Kimi K2.7 Code
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
GPT-5.1-Codex-Max
Kimi K2.7 Code
MT-BenchMulti-turn conversation flow quality
N/Avs900.0%
GPT-5.1-Codex-Max
Kimi K2.7 Code

GPT-5.1-Codex-Max Quirks & Gotchas

No developer gotchas reported.

Kimi K2.7 Code Quirks & Gotchas

No developer gotchas reported.