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Kimi K2.5 vs Qwen3 Next 80B A3B Thinking

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 K2.5 and Qwen3 Next 80B A3B Thinking.

Moonshot AI

Kimi K2.5

Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed...

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Alibaba

Qwen3 Next 80B A3B Thinking

Qwen3-Next-80B-A3B-Thinking is a reasoning-first chat model in the Qwen3-Next line that outputs structured “thinking” traces by default. It’s designed for hard multi-step problems; math proofs, code synthesis/debugging, logic, and agentic...

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Technical Specifications

SpecificationKimi K2.5Qwen3 Next 80B A3B Thinking
ProviderMoonshot AIAlibaba
Context Window262,144 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-272025-09-11

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.5

$0.38

Qwen3 Next 80B A3B Thinking

$0.10

Output Price per Million Tokens

Kimi K2.5

$2.02

Qwen3 Next 80B A3B Thinking

$0.78

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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
8250.0%vsN/A
Kimi K2.5
Qwen3 Next 80B A3B Thinking
HumanEvalPython coding & logic synthesis
8300.0%vsN/A
Kimi K2.5
Qwen3 Next 80B A3B Thinking
MATHComplex mathematical problem solving
5900.0%vsN/A
Kimi K2.5
Qwen3 Next 80B A3B Thinking
GPQAGraduate-level expert reasoning
4100.0%vsN/A
Kimi K2.5
Qwen3 Next 80B A3B Thinking
HellaSwagCommonsense reasoning and inference
8400.0%vsN/A
Kimi K2.5
Qwen3 Next 80B A3B Thinking
MT-BenchMulti-turn conversation flow quality
880.0%vsN/A
Kimi K2.5
Qwen3 Next 80B A3B Thinking

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.

Qwen3 Next 80B A3B Thinking Quirks & Gotchas

No developer gotchas reported.