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Xep hang.

Dung cac danh sach lua chon nay khi doi san pham va nen tang can mot quyet dinh nhanh ve model, kem nguon va boi canh chi phi.

Cac doi nen dung bang xep hang model AI nay nhu the nao?

Day la cac danh sach lua chon cho quyet dinh, khong phai bang xep hang tuyet doi. Moi trang nhom model theo cong viec thuc te va gan kem chi phi cung nguon.

Blended price

Cac model API LLM gia re tot nhat cho san pham nhay cam ve chi phi

So sanh cac model API LLM chi phi thap theo gia input, gia output, boi canh, capability, nguon va do phu hop voi production.

Mo xep hang
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.

Mo xep hang
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

API model lap trinh tot nhat cho agent va code review

So sanh API model huong den lap trinh theo boi canh, ho tro tool, output JSON, do tre, gia va vai tro production duoc khuyen nghi.

Mo xep hang
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.

Mo xep hang
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.

Mo xep hang
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.

Mo xep hang
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

Best agent model APIs for tool-calling workflows

Compare model APIs for agent workflows that need tool calling, JSON mode, long context, and budget policies.

Mo xep hang
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