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Kimi K2.7 Code vs MiniMax M3

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 Kimi K2.7 Code and MiniMax M3.

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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MiniMax

MiniMax M3

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...

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Technical Specifications

SpecificationKimi K2.7 CodeMiniMax M3
ProviderMoonshot AIMiniMax
Context Window262,144 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-06-122026-05-31

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.7 Code

$0.74

MiniMax M3

$0.30

Output Price per Million Tokens

Kimi K2.7 Code

$3.50

MiniMax M3

$1.20

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
8500.0%vs8400.0%
Kimi K2.7 Code
MiniMax M3
HumanEvalPython coding & logic synthesis
9320.0%vs8350.0%
Kimi K2.7 Code
MiniMax M3
MATHComplex mathematical problem solving
7650.0%vs6200.0%
Kimi K2.7 Code
MiniMax M3
GPQAGraduate-level expert reasoning
4600.0%vs4250.0%
Kimi K2.7 Code
MiniMax M3
HellaSwagCommonsense reasoning and inference
8600.0%vs8520.0%
Kimi K2.7 Code
MiniMax M3
MT-BenchMulti-turn conversation flow quality
900.0%vs888.0%
Kimi K2.7 Code
MiniMax M3

Kimi K2.7 Code Quirks & Gotchas

No developer gotchas reported.

MiniMax M3 Quirks & Gotchas

No developer gotchas reported.