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Kimi K2.5 vs Qwen3 VL 235B A22B Instruct

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 VL 235B A22B Instruct.

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 VL 235B A22B Instruct

Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table...

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Technical Specifications

SpecificationKimi K2.5Qwen3 VL 235B A22B Instruct
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 Date2026-01-272025-09-23

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.5

$0.38

Qwen3 VL 235B A22B Instruct

$0.20

Output Price per Million Tokens

Kimi K2.5

$2.02

Qwen3 VL 235B A22B Instruct

$0.88

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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
8250.0%vsN/A
Kimi K2.5
Qwen3 VL 235B A22B Instruct
HumanEvalPython coding & logic synthesis
8300.0%vsN/A
Kimi K2.5
Qwen3 VL 235B A22B Instruct
MATHComplex mathematical problem solving
5900.0%vsN/A
Kimi K2.5
Qwen3 VL 235B A22B Instruct
GPQAGraduate-level expert reasoning
4100.0%vsN/A
Kimi K2.5
Qwen3 VL 235B A22B Instruct
HellaSwagCommonsense reasoning and inference
8400.0%vsN/A
Kimi K2.5
Qwen3 VL 235B A22B Instruct
MT-BenchMulti-turn conversation flow quality
880.0%vsN/A
Kimi K2.5
Qwen3 VL 235B A22B Instruct

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.

Qwen3 VL 235B A22B Instruct Quirks & Gotchas

No developer gotchas reported.