Intelligence des modèles d'IA

Capacité · 2026-11-13

Modèles d'IA avec entrée visuelle

Modèles acceptant des images en plus du texte — compréhension multimodale.

Qu'est-ce que c'est ?

  • Les modèles vision-langage acceptent des images en plus de (ou à la place du) texte.
  • La plupart répondent en texte — ce sont des LLMs multimodaux, pas des générateurs d'images.

Pourquoi c'est important

  • Cas d'usage : compréhension de documents (scans, PDF, captures d'écran), revue UI/code depuis des captures, Q&A sur photos produit, accessibilité (alt text), imagerie médicale/satellite.
  • La facturation inclut souvent un coût par image en plus du coût par token — consultez les tableaux d'offering de chaque fournisseur.

1065 modèles avec cette capacité

ModèleÉditeurEntrée / 1MSortie / 1MContexteFournisseurs
Qwen3.8 27BAlibaba (Qwen)$0.001$0.0011.05M51
Extractopenrouter$0.040Unknown1M1
Summarizeopenrouter$0.040Unknown1M1
PaddleOCR VLnovita-ai$0.020$0.02016K1
ScaleDown: Extractkilo$0.050Unknown1M1
ScaleDown: Summarizekilo$0.050Unknown1M1
Gemma 4 26B A4B ITGoogle$0.015$0.045262K23
DeepSeek OCR 2DeepSeek$0.030$0.0308K3
Gemma 3 4B ITGoogle$0.040$0.050131K11
Llama 3.2 11B Vision InstructMeta$0.055$0.055128K4
Qwen3.5 4BAlibaba (Qwen)$0.040$0.070262K5
GLM Flash LatestZ.AI / Zhipu$0.040$0.0781.05M4
Nex AGI: Nex-N2.5-Minikilo$0.025$0.100262K1
Nex N2.5 Mininano-gpt$0.025$0.100262K1
Nex-N2.5-Miniopenrouter$0.025$0.100262K1
Model Routerazure$0.140Unknown200K1
Model Routerazure-cognitive-services$0.140Unknown200K1
DeepSeek-V4.1-FlashDeepSeek$0.030$0.1201M73
DeepSeek V4.1 Flash 1017DeepSeek$0.030$0.1201.05M60
Gemma 3 12B ITGoogle$0.050$0.100131K13
Qwen3.7 FlashAlibaba (Qwen)$0.030$0.1301M13
Nova Micro 1.0cortecs$0.040$0.159128K1
Qwen3.5 9BAlibaba (Qwen)$0.050$0.150262K21
Ministral 3 3BMistral$0.100$0.100131K8
Nemotron 3.5 Content SafetyNVIDIA$0.050$0.150128K6
Gemini Embedding 2Google$0.200Unknown8K5
Reka Edgekilo$0.100$0.10016K1
Reka Edge 2603 (reka-ai)llmgateway-providers$0.100$0.10016K1
Ministral 3B (latest)Mistral$0.100$0.100131K1
Reka Edgeopenrouter$0.100$0.10016K1
Reka Edge 2603llmgateway$0.100$0.10016K1
Ministral 3Bllmgateway$0.100$0.100131K1
Reka Edge 2603nano-gpt$0.105$0.10516K1
PrismML: Ternary Bonsai 2 9Bkilo$0.080$0.130262K1
Ternary Bonsai 2 9Bopenrouter$0.080$0.130262K1
Reka Edgeaimlapi$0.106$0.10616K1
Qwen-VL OCRAlibaba (Qwen)$0.070$0.16034K2
Gemma 3 27B ITGoogle$0.080$0.160131K19
inclusionAI: Ling 3.0 Flash VLkilo$0.060$0.180131K1
Ling 3.0 Flash VLnano-gpt$0.060$0.180262K1
Ling 3.0 Flash VL (DeepInfra)llmgateway-providers$0.060$0.180131K1
Coding Xiaomi MiMo-V2.5aihubmix$0.080$0.1601.05M1
Ling 3.0 Flash VLopenrouter$0.060$0.180131K1
Ling 3.0 Flash VLllmgateway$0.060$0.180131K1
GLM-4.6V-FlashZ.AI / Zhipu$0.022$0.218128K6
Ministral 3 3B 2512cortecs$0.123$0.123256K1
gemini-2.0-flash-liteGoogle$0.052$0.2102M3
Mistral Small (latest)Mistral$0.075$0.200262K3
Llama Guard 4 12BMeta$0.144$0.144164K6
Mistral Small 3.2 24BMistral$0.079$0.212256K5
Ling 3.0 Flash VLvercel$0.075$0.220256K1
Ling 3.0 Flash VLnovita-ai$0.075$0.220262K1
Ministral 3 8BMistral$0.150$0.150262K8
Amazon: Nova Litekilo$0.060$0.240300K1
Amazon: Nova Lite 1.0kilo$0.060$0.240300K1
Nova Liteamazon-bedrock$0.060$0.240300K1
Nova Lite (US)amazon-bedrock$0.060$0.240300K1
Ministral 8B (latest)Mistral$0.150$0.150262K1
Pixtral 12BMistral$0.150$0.150128K1
Nova Litevercel$0.060$0.240300K1

Top 60 sur 1065 affichés. Utilisez le répertoire complet pour filtrer davantage.

Frequently asked questions

How many AI models support entrée d'image?

1065 canonical models in our database currently support entrée d'image. The list is regenerated on every data refresh, so it always reflects the latest releases tracked in our catalogue.

What is the cheapest model with entrée d'image?

Qwen3.8 27B from Alibaba (Qwen) is currently the lowest-priced option, at $0.001 per 1M input tokens and $0.001 per 1M output tokens. The full table above is sorted price-ascending.

Which model with entrée d'image has the largest context window?

Llama 4 Scout 17B Instruct (US) (Meta) leads on context at 10M tokens. This may matter if you also need long-document understanding alongside entrée d'image.

Which models are available on the most providers?

Production-readiness usually correlates with how many independent providers host the same weights. The top three by provider count are: GLM-5.3-Flash (93), Kimi K3 (85), DeepSeek-V4.1-Flash (73).

How is entrée d'image different from a regular LLM?

Vision-language models accept image input alongside text. They are multimodal LLMs, not image generators — most reply in text after looking at the image.

How often is this list updated?

Daily. Our data pipeline syncs once a day, regenerates the canonical model list, and rebuilds these pages so newly released models appear within 24 hours.

Dernière mise à jour :

Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.

Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.