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Classements IA.

Utilisez ces shortlists quand une equipe produit ou plateforme a besoin d'une decision rapide avec source et contexte de cout deja attaches.

Comment utiliser ces classements de modeles IA ?

Ces classements sont des shortlists de decision, pas des classements absolus. Chaque page regroupe les modeles par charge pratique puis ajoute cout et source.

Blended price

Meilleurs modeles API LLM a bas cout pour produits sensibles au budget

Comparez les modeles LLM a bas cout par prix d'entree, prix de sortie, contexte, capacites, source et adequation a la production.

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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.

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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

Meilleures API de modeles de code pour agents et revue de code

Comparez les API orientees code par longueur de contexte, support des outils, sortie JSON, latence, prix et role recommande en production.

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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.

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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.

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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.

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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.

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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