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Kimi K2.6 vs Qwen3 30B A3B Instruct 2507

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 K2.6 and Qwen3 30B A3B Instruct 2507.

Moonshot AI

Kimi K2.6

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and...

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Alibaba

Qwen3 30B A3B Instruct 2507

Qwen3-30B-A3B-Instruct-2507 is a 30.5B-parameter mixture-of-experts language model from Qwen, with 3.3B active parameters per inference. It operates in non-thinking mode and is designed for high-quality instruction following, multilingual understanding, and...

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Technical Specifications

SpecificationKimi K2.6Qwen3 30B A3B Instruct 2507
ProviderMoonshot AIAlibaba
Context Window262,144 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-202025-07-29

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.6

$0.66

Qwen3 30B A3B Instruct 2507

$0.05

Output Price per Million Tokens

Kimi K2.6

$3.41

Qwen3 30B A3B Instruct 2507

$0.19

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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
8420.0%vsN/A
Kimi K2.6
Qwen3 30B A3B Instruct 2507
HumanEvalPython coding & logic synthesis
8500.0%vsN/A
Kimi K2.6
Qwen3 30B A3B Instruct 2507
MATHComplex mathematical problem solving
6400.0%vsN/A
Kimi K2.6
Qwen3 30B A3B Instruct 2507
GPQAGraduate-level expert reasoning
4300.0%vsN/A
Kimi K2.6
Qwen3 30B A3B Instruct 2507
HellaSwagCommonsense reasoning and inference
8500.0%vsN/A
Kimi K2.6
Qwen3 30B A3B Instruct 2507
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Kimi K2.6
Qwen3 30B A3B Instruct 2507

Kimi K2.6 Quirks & Gotchas

No developer gotchas reported.

Qwen3 30B A3B Instruct 2507 Quirks & Gotchas

No developer gotchas reported.