/ classements

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
FLUX.2 Flex

image understanding, multimodal chat

Black Forest LabsBlended price: USD 0.000/1M
2
FLUX.2 PRO

image understanding, multimodal chat

Black Forest LabsBlended price: USD 0.000/1M
3
Doubao Seedance 2.0

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
4
Doubao Seedance 2.0 Fast

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
5
Doubao Seedance 2.0 mini

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
6
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M

Fit score

Best Chinese LLM API models for developer teams

Compare Chinese LLM API options across domestic and global providers: price, context, latency ballpark, and where each one fits.

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1
DeepSeek-V4-1-Flash-GLB

Chinese Q&A, general chat

DeepSeekFit score: 96/100
2
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
3
DeepSeek-V4.1-Flash

Chinese Q&A, general chat

DeepSeekFit score: 57/100
4
Deepseek-V4-Pro-0813

Chinese Q&A, general chat

DeepSeekFit score: 46/100
5
Doubao Seed 2.0 Code

Chinese Q&A, general chat

VolcengineFit score: 45/100
6
Doubao Seed 2.0 Lite

Chinese Q&A, general chat

VolcengineFit score: 45/100

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
DeepSeek-V4-1-Flash-GLB

Chinese Q&A, general chat

DeepSeekFit score: 96/100
2
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
3
Whisper Large V3 Turbo

General chat via OpenAI, API workloads

OpenAIFit score: 95/100
4
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
5
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
6
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100

Fit score

Best vision model APIs for image understanding

Compare vision model APIs for screenshots, documents, product images, and support tickets, with price and capability labels.

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1
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
2
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
3
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100
4
Dreamina-Seedance 2.0 Fast

image understanding, multimodal chat

DreaminaFit score: 86/100
5
Dreamina Seedance 2.5

image understanding, multimodal chat

DreaminaFit score: 86/100
6
Gemini 3 Pro Image (Nano Banana Pro)

image understanding, multimodal chat

GeminiFit score: 86/100

Catalog activity

OpenRouter alternatives for teams that need cost control

What to check before you move off OpenRouter: multi-model access, BYOK, project budgets, domestic providers, and cost reporting, compared in one place.

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1
DeepSeek-V4.1-Flash

Chinese Q&A, general chat

DeepSeekCatalog activity: 9/100
2
Claude Haiku 4.5

image understanding, multimodal chat

AnthropicCatalog activity: 5/100
3
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicCatalog activity: 5/100
4
DeepSeek-V4-Pro

Chinese Q&A, general chat

DeepSeekCatalog activity: 5/100
5
Gemini 3.1 Flash-Lite

image understanding, multimodal chat

GoogleCatalog activity: 5/100
6
Gemini 3.5 Flash-Lite

image understanding, multimodal chat

GoogleCatalog activity: 5/100

Fit score

Best LLM API providers compared for price, coverage, and control

Compare LLM API providers on model coverage, token prices, budget controls, and OpenAI-compatible migration before you commit traffic.

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1
DeepSeek-V4-1-Flash-GLB

Chinese Q&A, general chat

DeepSeekFit score: 96/100
2
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
3
Whisper Large V3 Turbo

General chat via OpenAI, API workloads

OpenAIFit score: 95/100
4
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
5
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
6
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100

Fit score

Best OpenAI-compatible LLM gateway options for multi-model routing

Shortlist models for an OpenAI-compatible LLM gateway: one base_url, multi-provider routing, cost visibility, and sane fallbacks.

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1
DeepSeek-V4-1-Flash-GLB

Chinese Q&A, general chat

DeepSeekFit score: 96/100
2
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
3
Whisper Large V3 Turbo

General chat via OpenAI, API workloads

OpenAIFit score: 95/100
4
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
5
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
6
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100

Context

Best long-context model APIs for large documents

Compare long-context model APIs by window size, price, source, and when a big context is actually worth paying for.

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1
GPT-6 Astra

image understanding, multimodal chat

OpenAIContext: 1050k tokens
2
GPT-6.1 Sol

image understanding, multimodal chat

OpenAIContext: 1050k tokens
3
Claude Fable 5.1

image understanding, multimodal chat

AnthropicContext: 1000k tokens
4
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicContext: 1000k tokens
5
Claude Opus 4.6

image understanding, multimodal chat

AnthropicContext: 1000k tokens
6
Claude Opus 5.5

image understanding, multimodal chat

AnthropicContext: 1000k tokens

Fit score

Best agent model APIs for tool-calling workflows

Compare model APIs for agents that need tools, JSON mode, long context, and a budget you can live with.

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1
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
2
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
3
Claude Sonnet 5.5

image understanding, multimodal chat

AnthropicFit score: 79/100
4
Claude Opus 5.5

image understanding, multimodal chat

AnthropicFit score: 74/100
5
GPT‑6 Luna

image understanding, multimodal chat

OpenAIFit score: 74/100
6
GPT‑6 Sol

image understanding, multimodal chat

OpenAIFit score: 74/100