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모델 랭.

제품 및 플랫폼 팀이 빠르게 모델 결정을 내려야 할 때, 소스 라벨과 비용 맥락이 함께 붙은 후보 목록을 제공합니다.

이 AI 모델 랭킹은 어떻게 써야 하나요?

이 랭킹은 절대적인 순위표가 아니라 의사결정용 후보 목록입니다. 각 페이지는 실무 작업 유형별로 모델을 묶고 비용과 소스 정보를 함께 보여줍니다.

Blended price

비용 민감한 제품을 위한 저가 LLM API 모델

입력 가격, 출력 가격, 컨텍스트 길이, 기능, 출처, 운영 적합성 기준으로 저비용 LLM API 모델을 비교합니다.

랭킹 열기
1
DeepSeek: DeepSeek V4 Flash

low-cost Chinese tasks, long-context summary, batch code assistance

DeepSeekBlended price: USD 0.336/1M
2
Mistral: Mistral Small 3.2 24B

translation, classification, short-form summarization

Mistral AIBlended price: USD 0.400/1M
3
OpenAI: GPT-4o-mini

low-cost chat, image understanding, classification

OpenRouterBlended price: USD 0.750/1M
4
Meta: Llama 4 Maverick

open-model workflows, cost-sensitive long context, classification

MetaBlended price: USD 0.750/1M
5
Google: Gemini 2.5 Flash

long-document summarization, image Q&A, fast multimodal routing

GoogleBlended price: USD 2.800/1M
6
MoonshotAI: Kimi K2.6

long Chinese documents, contract review, knowledge-base Q&A

Moonshot AIBlended price: USD 4.220/1M

Fit score

Best Chinese LLM API models for developer teams

Compare Chinese-language LLM API candidates across domestic and global providers, including pricing, context, latency estimates, and best use cases.

랭킹 열기
1
DeepSeek: R1

Chinese reasoning, math, analysis

DeepSeekFit score: 89/100
2
DeepSeek: DeepSeek V4 Flash

low-cost Chinese tasks, long-context summary, batch code assistance

DeepSeekFit score: 88/100
3
Qwen: Qwen3 Coder Plus

Chinese engineering workflows, code generation, codebase Q&A

Alibaba Cloud / QwenFit score: 87/100
4
Qwen: Qwen3 Max

Chinese agent workflows, business analysis, structured output

Alibaba Cloud / QwenFit score: 86/100
5
MoonshotAI: Kimi K2.6

long Chinese documents, contract review, knowledge-base Q&A

Moonshot AIFit score: 84/100

Fit score

Best coding model APIs for agents and code review

Compare coding-oriented model APIs by context length, tool support, JSON output, latency estimate, price, and recommended production role.

랭킹 열기
1
Anthropic: Claude Opus 4.7

frontier reasoning, large codebase review, strategy analysis

AnthropicFit score: 96/100
2
Anthropic: Claude Sonnet 4.5

coding agents, code review, complex writing

AnthropicFit score: 93/100
3
DeepSeek: R1

Chinese reasoning, math, analysis

DeepSeekFit score: 89/100
4VolcengineFit score: 88/100
5
DeepSeek: DeepSeek V4 Flash

low-cost Chinese tasks, long-context summary, batch code assistance

DeepSeekFit score: 88/100
6
Qwen: Qwen3 Coder Plus

Chinese engineering workflows, code generation, codebase Q&A

Alibaba Cloud / QwenFit score: 87/100

Fit score

Best vision model APIs for image understanding

Compare vision-capable model APIs for image understanding, document screenshots, multimodal support workflows, and cost-sensitive routing.

랭킹 열기
1
Anthropic: Claude Opus 4.7

frontier reasoning, large codebase review, strategy analysis

AnthropicFit score: 96/100
2
Anthropic: Claude Sonnet 4.5

coding agents, code review, complex writing

AnthropicFit score: 93/100
3
Google: Gemini 2.5 Pro

long-context analysis, vision workflows, scientific reasoning

GoogleFit score: 91/100
4
Google: Gemini 2.5 Flash

long-document summarization, image Q&A, fast multimodal routing

GoogleFit score: 86/100
5
OpenAI: GPT-4o-mini

low-cost chat, image understanding, classification

OpenRouterFit score: 84/100
6
MoonshotAI: Kimi K2.6

long Chinese documents, contract review, knowledge-base Q&A

Moonshot AIFit score: 84/100

Catalog activity

OpenRouter alternatives for teams that need cost control

Compare OpenRouter-style multi-model access with cost governance, domestic provider coverage, BYOK, budget controls, and team usage reporting.

랭킹 열기
1
OpenAI: GPT-4o-mini

low-cost chat, image understanding, classification

OpenRouterCatalog activity: 93/100
2
Anthropic: Claude Sonnet 4.5

coding agents, code review, complex writing

AnthropicCatalog activity: 92/100
3
Anthropic: Claude Opus 4.7

frontier reasoning, large codebase review, strategy analysis

AnthropicCatalog activity: 90/100
4
DeepSeek: R1

Chinese reasoning, math, analysis

DeepSeekCatalog activity: 89/100
5
Google: Gemini 2.5 Pro

long-context analysis, vision workflows, scientific reasoning

GoogleCatalog activity: 88/100
6
Google: Gemini 2.5 Flash

long-document summarization, image Q&A, fast multimodal routing

GoogleCatalog activity: 86/100

Context

Best long-context model APIs for large documents

Compare long-context model APIs by context window, price, model source, and recommended document-heavy use cases.

랭킹 열기
1
Google: Gemini 2.5 Pro

long-context analysis, vision workflows, scientific reasoning

GoogleContext: 1049k tokens
2
DeepSeek: DeepSeek V4 Flash

low-cost Chinese tasks, long-context summary, batch code assistance

DeepSeekContext: 1049k tokens
3
Google: Gemini 2.5 Flash

long-document summarization, image Q&A, fast multimodal routing

GoogleContext: 1049k tokens
4
Meta: Llama 4 Maverick

open-model workflows, cost-sensitive long context, classification

MetaContext: 1049k tokens
5
Anthropic: Claude Opus 4.7

frontier reasoning, large codebase review, strategy analysis

AnthropicContext: 1000k tokens
6
Anthropic: Claude Sonnet 4.5

coding agents, code review, complex writing

AnthropicContext: 1000k tokens

Fit score

도구 호출 워크플로를 위한 Agent 모델 API

도구 호출, JSON 모드, 긴 컨텍스트, 예산 정책이 필요한 Agent 워크플로용 모델 API 를 비교합니다.

랭킹 열기
1
Anthropic: Claude Opus 4.7

frontier reasoning, large codebase review, strategy analysis

AnthropicFit score: 96/100
2
Anthropic: Claude Sonnet 4.5

coding agents, code review, complex writing

AnthropicFit score: 93/100
3
Google: Gemini 2.5 Pro

long-context analysis, vision workflows, scientific reasoning

GoogleFit score: 91/100
4
Qwen: Qwen3 Coder Plus

Chinese engineering workflows, code generation, codebase Q&A

Alibaba Cloud / QwenFit score: 87/100
5
Qwen: Qwen3 Max

Chinese agent workflows, business analysis, structured output

Alibaba Cloud / QwenFit score: 86/100
6
OpenAI: GPT-4o-mini

low-cost chat, image understanding, classification

OpenRouterFit score: 84/100