AI 模型情报

能力 · 2026-09-28

支持图像输入的 AI 模型

对比可接受图像与文本一同输入的 AI 模型 —— 多模态理解场景的核心选型。

这是什么?

  • 视觉语言模型在文本之外(或替代纯文本)接受图像输入。
  • 多数也接受文本并以文本回复 —— 属于多模态 LLM,而非图像生成模型。

为什么重要

  • 典型场景:文档理解(扫描件、PDF、截图)、从截图做 UI/代码审查、商品图问答、无障碍(alt 文本)、医学/卫星影像等。
  • 计费通常按图像张数叠加底层 token 成本 —— 请查看各服务商的 offering 表。

889 个模型支持此能力

模型厂商输入 / 1M输出 / 1M上下文服务商
PaddleOCR-VLnovita-ai$0.020$0.02016K1
DeepSeek OCR 2DeepSeek$0.030$0.0308K3
Ling 3.0 Flash VLopenrouter$0.021$0.062262K1
Llama 3.2 11B Vision InstructMeta$0.055$0.055128K4
Qwen3.5 4BAlibaba (Qwen)$0.040$0.070262K3
Gemma 3 4B ITGoogle$0.040$0.080131K10
Model Routerazure$0.140Unknown200K1
Model Routerazure-cognitive-services$0.140Unknown200K1
Gemma 3 12B ITGoogle$0.050$0.100131K12
Qwen3.7 FlashAlibaba (Qwen)$0.030$0.1301M13
GLM Flash LatestZ.AI / Zhipu$0.045$0.1401.31M4
Qwen3.5 9BAlibaba (Qwen)$0.040$0.150262K23
nova-micro-v1cortecs$0.040$0.159128K1
Ministral 3 3B 2512Mistral$0.100$0.100131K4
Nemotron 3.5 Content SafetyNVIDIA$0.050$0.150131K4
Gemini Embedding 2Google$0.200Unknown8K4
Agnes 3.0 Flashnano-gpt$0.050$0.150524K1
Space Bunny Alphanano-gpt$0.050$0.1501M1
Reka Edgekilo$0.100$0.10016K1
Reka Edgeopenrouter$0.100$0.10016K1
Ministral 3Bllmgateway$0.100$0.100131K1
Greg 1 Minicrof$0.070$0.150229K1
Gemma 3 27B ITGoogle$0.080$0.160131K17
Ling 3.0 Flash VLnano-gpt$0.060$0.180262K1
Ling 3.0 Flash VL (DeepInfra)llmgateway-providers$0.060$0.180131K1
Ling 3.0 Flash VLllmgateway$0.060$0.180131K1
GLM-4.6V-FlashZ.AI / Zhipu$0.022$0.218128K6
ministral-3b-2512cortecs$0.123$0.123256K1
Gemma 4 26B A4B ITGoogle$0.042$0.220262K22
Gemini-2.0-Flash-LiteGoogle$0.052$0.210990K3
inclusionAI: Ling 3.0 Flash VLkilo$0.075$0.220262K1
Ling 3.0 Flash VLvercel$0.075$0.220256K1
Ministral 3 8B 2512Mistral$0.150$0.150262K4
Gemma 4 12B InstructGoogle$0.050$0.250131K3
Amazon: Nova Lite 1.0kilo$0.060$0.240300K1
Nova Lite 1.0openrouter$0.060$0.240300K1
Nova Litevercel$0.060$0.240300K1
Nova Lite (US)edenai$0.060$0.240300K1
Nova Liteedenai$0.060$0.240300K1
Pixtral 12BMistral$0.150$0.150128K1
Nova Lite (US)amazon-bedrock$0.060$0.240300K1
Nova Liteamazon-bedrock$0.060$0.240300K1
Ministral 8Bllmgateway$0.150$0.150262K1
Muse Spark 1.2 ContributorMeta$0.100$0.2001.05M6
Muse Spark 1.3 ContributorMeta$0.100$0.2001.05M5
Muse Spark 1.3 Contributorbothub$0.100$0.2001.05M1
Muse Spark 1.2 Contributor (Meta Contributor)llmgateway-providers$0.100$0.2001.05M1
Muse Spark 1.3 Contributor (Meta Contributor)llmgateway-providers$0.100$0.2001.05M1
Muse Spark 1.2 Contributoropencode-go$0.100$0.2001.05M1
Muse Spark 1.3 Contributoropencode-go$0.100$0.2001.05M1
Muse Spark 1.2 Contributorllmgateway$0.100$0.2001.05M1
Muse Spark 1.3 Contributorllmgateway$0.100$0.2001.05M1
Seed 2.0 MiniByteDance (Doubao)$0.030$0.280256K5
Seed 2.0 Mini (260428) (ByteDance)ByteDance (Doubao)$0.030$0.280262K3
Nova Lite (APAC)amazon-bedrock$0.063$0.252300K1
Nova Lite (CA)amazon-bedrock$0.064$0.256300K1
Qwen-Omni TurboAlibaba (Qwen)$0.070$0.27033K4
Mistral Small 3.2 24BMistral$0.094$0.250256K4
nova-lite-v1cortecs$0.069$0.275300K1
Nova Lite (EU)amazon-bedrock$0.069$0.276300K1

显示前 60 / 共 889 项。 用 完整目录 进一步筛选。

Frequently asked questions

How many AI models support 图像输入?

889 canonical models in our database currently support 图像输入. 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 图像输入?

PaddleOCR-VL from novita-ai is currently the lowest-priced option, at $0.020 per 1M input tokens and $0.020 per 1M output tokens. The full table above is sorted price-ascending.

Which model with 图像输入 has the largest context window?

Llama 4 Scout 17B Instruct (Meta) leads on context at 10M tokens. This may matter if you also need long-document understanding alongside 图像输入.

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: Kimi K3 (75), GLM-5.3-Flash (71), DeepSeek V4 Flash (70).

How is 图像输入 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.

最近更新:

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.