Head-to-Head Model Comparison

Kimi K2 Thinking Turbo vs Qwen3-VL Plus

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Ditinjau oleh tim riset GetInfoUsPeninjauan terakhir: October 2026Kebijakan editorial

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Kimi K2 Thinking TurboProfile

Qwen3-VL PlusProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Moonshot AI

Kimi K2 Thinking Turbo

Mesin Penalaran Mendalam

Kimi K2 Thinking Turbo dari Moonshot AI adalah model AI yang dirancang untuk penalaran logis mendalam, matematika tingkat lanjut, dan analisis ilmiah, menghadirkan jendela konteks 262K, kecepatan 90 token/detik, indeks kecerdasan 84/100, se

Intelligence Index84 / 100

Input Token:

$0.60 / 1M

Output Token:

$2.40 / 1M

Context Window:

262.1K tokens

SWE-bench Verified:

N/A

Alibaba

Qwen3-VL Plus

AI Multimodal Asli

Qwen3-VL Plus dari Alibaba adalah model AI yang dirancang untuk pemahaman multimodal asli (teks & visual) serta analisis dokumen kompleks, menghadirkan jendela konteks 262K, kecepatan 80 token/detik, indeks kecerdasan 82/100, serta tarif $0

Intelligence Index82 / 100

Input Token:

$0.50 / 1M

Output Token:

$2.00 / 1M

Context Window:

262.1K tokens

SWE-bench Verified:

N/A

Perbedaan Utama Sekilas

Qwen3-VL Plus is 1.2x cheaper for API usage (input + output tokens combined).
Kimi K2 Thinking Turbo is faster at 90 tok/s vs 80 tok/s.

Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →

Feature	Kimi K2 Thinking Turbo	Qwen3-VL Plus
Intelligence Index Composite reasoning & knowledge score (0-100)	84	82
Provider	Moonshot AI	Alibaba
Input Price Cost per million input tokens	$0.60 / 1M	$0.50 / 1M
Output Price Cost per million output tokens	$2.40 / 1M	$2.00 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.40 / 1M	$0.34 / 1M
Context Window Maximum input + output tokens	262.1K tokens~393 A4 pages of text	262.1K tokens~393 A4 pages of text
Max Output Tokens Per single request	16K	16K
Throughput Speed Tokens generated per second	90 tok/s	80 tok/s
SWE-bench Verified Real-world software engineering	N/A	N/A
GPQA Diamond Graduate-level reasoning	68.5%	64%
Cached Input Price Prompt caching discount per 1M tokens	$0.06 / 1M	$0.05 / 1M

Siapa Unggul di Mana?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Qwen3-VL Plus

1.2x cheaper monthly runtime

Speed

Kimi K2 Thinking Turbo

+13% faster generation

Context

Tied

262.1K tokens window

Skor Benchmark Terverifikasi

Official evaluation metrics verified by independent third-party research labs.

Kimi K2 Thinking TurboQwen3-VL Plus

GPQA Diamond (Doctorate-Level Science & Math)

Challenging questions created by domain experts to test complex PhD-level reasoning.

68.5%vs64%

MMLU-Pro (Multi-task Language Understanding)

Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.

81.5%vs81%

LMSYS Chatbot Arena Elo

Crowdsourced human preference evaluation based on blind, head-to-head model battles.

1365ptsvs1345pts

AIME (Advanced Math Competition)

American Invitational Mathematics Examination — multi-step Olympiad-level reasoning.

81%vsN/A

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

90 tok/s vs80 tok/s

Latensi & Waktu Respons

Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.

Time to First Token (TTFT)Lower is better

Kimi K2 Thinking Turbo0.52s

Qwen3-VL Plus0.56s

Est. End-to-End Response (500 tokens)TTFT + generation time

Kimi K2 Thinking Turbo6.08s

Qwen3-VL Plus6.81s

Simulator Biaya Token Interaktif

Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.

Daily Input Tokens100K / day

10K500K1M

Daily Output Tokens30K / day

5K150K300K

Prompt Cache Hit Ratio50% cached

0% (Cold)50%90% (Warm)

Kimi K2 Thinking Turbo Monthly API Bill

$3.15 / month

$0.6/1M in · $2.4/1M out

Qwen3-VL Plus Monthly API Bill

$2.63 / month

$0.5/1M in · $2/1M out

Qwen3-VL Plus saves approximately $0.52 / month (17%) under this workload.1.2x Savings

Kimi K2 Thinking Turbo · Strengths & Key Advantages

Jendela konteks 262K dengan kapasitas output maksimum hingga 16K token (GPQA Diamond 68.5% · MMLU-Pro 81.5%)
Kecepatan generasi tinggi 90 token/detik dengan latensi token pertama (TTFT) hanya 520 ms
Skema harga API kompetitif (tarif $0.6/$2.4 per 1M token) dengan dukungan cache prompt dan output JSON terstruktur

Considerations & Trade-offs

Model cloud proprietari tertutup; bobot model tidak dapat diunduh untuk penggunaan lokal offline
Pada tugas pembuktian ilmiah tingkat ekstrem, model penalaran berat kelas atas memberikan kedalaman lebih tinggi

Qwen3-VL Plus · Strengths & Key Advantages

Jendela konteks 262K dengan kapasitas output maksimum hingga 16K token (GPQA Diamond 64% · MMLU-Pro 81%)
Kecepatan generasi tinggi 80 token/detik dengan latensi token pertama (TTFT) hanya 560 ms
Skema harga API kompetitif (tarif $0.5/$2 per 1M token) dengan dukungan cache prompt dan output JSON terstruktur

Considerations & Trade-offs

Model cloud proprietari tertutup; bobot model tidak dapat diunduh untuk penggunaan lokal offline
Pada tugas pembuktian ilmiah tingkat ekstrem, model penalaran berat kelas atas memberikan kedalaman lebih tinggi

Token Use & Task Economics

Estimated cost and token consumption to complete one representative agentic task.

Metric	Kimi K2 Thinking Turbo	Qwen3-VL Plus
Cost per Task Estimated USD to finish one task	$0.18	$0.16
Output Tokens / Task Tokens generated per task	22K	20K
Reasoning Tokens / Task Thinking tokens burned per task	10K	6K

Spesifikasi Teknis

Architecture, release timeline, capabilities, and modalities.

Feature	Kimi K2 Thinking Turbo	Qwen3-VL Plus
Official API Model ID (SDK)	kimi-k2-thinking-turbo	qwen3-vl-plus-instruct
API Protocol	Moonshot AI REST API (OpenAI-Compatible)	Alibaba REST API (OpenAI-Compatible)
Release Date	2025-11	2025-09
Knowledge Cutoff	September 2025	July 2025
Architecture	Hosted Accelerated Reasoning Engine	Multimodal Vision-Language Frontier Transformer
Parameters	Confidential	Confidential
Enterprise Rate Limits (RPM / TPM)	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.6/1M in) across full 262K window	Flat rate ($0.5/1M in) across full 262K window
Prompt Cache Policy & TTL	Cached input at $0.06/1M tokens	Cached input at $0.05/1M tokens
Computer Use / GUI Agent	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)	Supported (Screen coordinate grounding, browser & desktop GUI action loops)
MCP & Parallel Tool Calling	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & Sandbox	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning Support	API Prompt Engineering & RAG Distillation	API Prompt Engineering & RAG Distillation
Multimodal Token Billing	Text BPE (~4 chars/token)	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)
Quantization & Min GPU VRAM	Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)	Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)
Safety & Frontier Classification	Moonshot AI Production Safety & Alignment Verified	Alibaba Production Safety & Alignment Verified
Enterprise Compliance (ZDR/HIPAA/SOC2)	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalities	text	text, vision
Output Modalities	text	text

Kimi K2 Thinking Turbo vs Qwen3-VL Plus: Jawaban Cepat (FAQ)

Which is more intelligent, Kimi K2 Thinking Turbo or Qwen3-VL Plus?

Kimi K2 Thinking Turbo is more intelligent. It scores 84 compared with 82 on the composite Intelligence Index.

Which model is faster?

Kimi K2 Thinking Turbo is faster, generating 90 tokens per second compared with 80 tokens per second.

Which model is cheaper to run?

Qwen3-VL Plus is cheaper at $0.34 per 1M tokens blended, compared with $0.40 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Kimi K2 Thinking Turbo has lower latency, with a time to first token of 0.52s compared with 0.56s.

Kesimpulan

Baik Kimi K2 Thinking Turbo (Sangat cocok untuk penalaran logis mendalam, matematika tingkat lanjut, dan analisis ilmiah, sistem RAG perusahaan, dan integrasi API skala produksi.) maupun Qwen3-VL Plus (Sangat cocok untuk pemahaman multimodal asli (teks & visual) serta analisis dokumen kompleks, sistem RAG perusahaan, dan integrasi API skala produksi.) sangat tangguh: Kimi K2 Thinking Turbo unggul dalam penalaran dan pemrograman, Kimi K2 Thinking Turbo memberikan kecepatan generasi token lebih tinggi, dan Qwen3-VL Plus lebih hemat biaya untuk penggunaan API skala besar.

Pertanyaan Umum (FAQ)

Mana yang lebih baik untuk coding dan penalaran, Kimi K2 Thinking Turbo atau Qwen3-VL Plus?+

Dalam indeks kecerdasan gabungan dan benchmark coding, Kimi K2 Thinking Turbo memimpin. Lihat skor SWE-bench dan GPQA di atas untuk detailnya.

Berapa perbandingan harga API Kimi K2 Thinking Turbo vs Qwen3-VL Plus?+

Kimi K2 Thinking Turbo mengenakan biaya $0.60 / $2.40 per 1M token input/output, sedangkan Qwen3-VL Plus sebesar $0.50 / $2.00. Secara keseluruhan, Qwen3-VL Plus lebih hemat biaya.

Model mana yang memiliki jendela konteks lebih besar dan kecepatan lebih tinggi?+

Kimi K2 Thinking Turbo mendukung konteks 262.1K token dibandingkan 262.1K token pada Qwen3-VL Plus, sementara Kimi K2 Thinking Turbo unggul dalam kecepatan output token per detik.

AI Terminology & Guide

Explore Glossary →

Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.

Tokens & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Kimi K2 Thinking Turbo vs Qwen3-VL Plus

Ganti & Bandingkan Model Apa Saja

Kimi K2 Thinking Turbo

Qwen3-VL Plus

Siapa Unggul di Mana?

Skor Benchmark Terverifikasi

Latensi & Waktu Respons

Simulator Biaya Token Interaktif

Kimi K2 Thinking Turbo · Strengths & Key Advantages

Considerations & Trade-offs

Qwen3-VL Plus · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Spesifikasi Teknis

Kimi K2 Thinking Turbo vs Qwen3-VL Plus: Jawaban Cepat (FAQ)

Kesimpulan

Pertanyaan Umum (FAQ)

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