Vision models on Overshoot

Guides to vision-language models for real-time video analysis. Models currently live on the Overshoot API carry a Hosted on Overshoot badge, and every page states its live availability, verified against the model catalog.

Proprietary frontier

  • Amazon logo Amazon Nova Pro · Multimodal · Closed API

    Amazon Nova Pro is Amazon's balanced frontier multimodal model with a 300K-token context window. It is not currently in Overshoot's live model catalog; check GET /v1beta/models for current availability.

  • Anthropic logo Claude Haiku 4.5 · Multimodal · Closed API

    Run Claude Haiku 4.5 on live video with Overshoot: publish over WebRTC, reference frames with ovs:// URLs, and get fast answers through a compatible API.

  • Anthropic logo Claude Opus · Multimodal · Closed API

    Query Claude Opus on live video through Overshoot: publish a WebRTC stream, reference frames with ovs:// URLs, and get deep visual reasoning back over SSE.

  • Anthropic logo Claude Sonnet 4.5 · Multimodal · Closed API

    Use Claude Sonnet 4.5 on live video with Overshoot: publish over WebRTC, reference frames with ovs:// URLs, and call the same OpenAI-compatible endpoint.

  • Google DeepMind logo Gemini 3 Flash · Multimodal · Closed API

    Use Gemini 3 Flash on live video with Overshoot: publish over WebRTC, reference frames with ovs:// URLs, and call the same OpenAI-compatible endpoint.

  • Google DeepMind logo Gemini 3 Pro · Multimodal · Closed API

    Query Gemini 3 Pro on live video through Overshoot: publish a WebRTC stream, reference frames with ovs:// URLs, and get long-context reasoning back over SSE.

  • OpenAI logo GPT-4o · Multimodal · Closed API

    GPT-4o is OpenAI's natively multimodal omni model. Learn its vision capabilities and its current availability in Overshoot's live model catalog, which changes over time.

  • OpenAI logo GPT-5 · Multimodal · Closed API

    Query GPT-5 on live video through Overshoot: publish a WebRTC stream, reference frames with a chat-completions request, and stream the answer back.

  • OpenAI logo GPT-5 mini · Multimodal · Closed API

    Use GPT-5 mini on live video with Overshoot: publish over WebRTC, reference frames with an ovs:// URL, and get answers through an OpenAI-compatible endpoint.

  • OpenAI logo GPT-5.4 nano · Multimodal · Closed API

    Run GPT-5.4 nano on live video streams with Overshoot: WebRTC publishing, ovs:// frame references, and OpenAI-compatible chat completions at low cost.

  • xAI logo Grok 4 · Multimodal · Closed API

    Grok 4 is xAI's frontier reasoning model with native vision. Learn its strengths on frames and diagrams and its current availability in Overshoot's model catalog.

  • SenseTime logo SenseNova-V · VLM · API

    SenseNova-V is SenseTime's hosted vision flagship, strong at multi-frame video comprehension. It is not currently in Overshoot's live model catalog; see how it fits real-time video.

Open-weight flagship

  • Cohere Labs logo Aya Vision 32B · VLM · Open-weight

    Aya Vision 32B covers 23 languages for captioning and visual QA. It is not currently in Overshoot's live model catalog; check GET /v1beta/models for current availability.

  • Cohere logo Command A Vision · VLM · Open + API

    Command A Vision reads charts, tables, and documents for enterprise use. It is not currently in Overshoot's live model catalog; check GET /v1beta/models for current availability.

  • DeepSeek logo DeepSeek-VL2 · VLM MoE · Open-weight

    DeepSeek-VL2 brings sparse mixture-of-experts vision-language modeling with strong OCR and grounding. It is not currently in Overshoot's live model catalog; check GET /v1beta/models.

  • Baidu logo ERNIE 4.5 VL · VLM MoE · Open + API

    ERNIE 4.5 VL is Baidu's heterogeneous MoE vision model for charts, documents, and scenes. See how it applies to real-time video and check Overshoot's live model catalog.

  • Google DeepMind logo Gemma 3 27B · Multimodal · Open-weight

    Gemma 3 27B pairs a SigLIP vision encoder with 140+ language support. See how it applies to real-time video and where it sits next to the Gemma 4 generation.

  • Google DeepMind logo Gemma 4 26B-A4B · Multimodal MoE · Open-weight Hosted on Overshoot

    Gemma 4 26B-A4B answers questions about live WebRTC video on Overshoot in about 200ms, with a sparse 4B-active design built for high-volume streaming.

  • Google DeepMind logo Gemma 4 31B · Multimodal · Open-weight Hosted on Overshoot

    Run Gemma 4 31B on live video with Overshoot: stream over WebRTC, query frames with an OpenAI-compatible API, and get answers in about 200ms.

  • Zhipu AI logo GLM-4.5V · VLM MoE · Open-weight

    GLM-4.5V is Zhipu AI's open MoE vision-language model with a switchable thinking mode. See how it applies to live video and check Overshoot's current model catalog.

  • Tencent logo HunyuanVL · VLM · Open + API

    HunyuanVL is Tencent's open-weight vision flagship with strong OCR and bilingual grounding. See its capabilities and its current status in Overshoot's model catalog.

  • OpenGVLab logo InternVL3 78B · VLM · Open-weight

    InternVL3 78B pairs native multimodal pretraining with a Qwen2.5 backbone for flagship-class visual reasoning. See its current status in Overshoot's model catalog.

  • Meta logo Llama 3.2 Vision · VLM · Open-weight

    Llama 3.2 Vision is Meta's adapter-based vision model in 11B and 90B sizes. See how it handles video frames and its current Overshoot availability.

  • Meta logo Llama 4 Maverick · Multimodal · Open-weight

    Llama 4 Maverick is Meta's flagship multimodal MoE model with 17B active parameters. See how it handles video frames and its current Overshoot availability.

  • Meta logo Llama 4 Scout · Multimodal · Open-weight

    Llama 4 Scout is Meta's multimodal MoE model with a 10M-token context window. See how it handles live video frames and its current Overshoot availability.

  • LLaVA team logo LLaVA-OneVision · VLM · Open-weight

    LLaVA-OneVision trains one recipe across images, multi-image sets, and video. See what it is good at and its current availability on Overshoot's API.

  • MiniMax logo MiniMax-VL-01 · VLM · Open + API

    MiniMax-VL-01 uses lightning attention and a 4M-token window built for long-video understanding. See its strengths and current Overshoot availability.

  • Allen Institute for AI logo Molmo 72B · VLM · Open-weight

    Molmo 72B is the Allen Institute for AI's pointing-focused open vision model. See how it fits live video work and its current Overshoot availability.

  • NVIDIA logo NVLM-D 72B · VLM · Open-weight

    NVLM-D 72B is NVIDIA's open research vision-language model with strong OCR and dynamic tiling. See its capabilities and its current status in Overshoot's model catalog.

  • Mistral AI logo Pixtral 12B · VLM · Open-weight

    Pixtral 12B is Mistral AI's open multimodal model with a native-resolution vision encoder. See how it fits live video and its status in Overshoot's model catalog.

  • Mistral AI logo Pixtral Large · VLM · Open-weight

    Pixtral Large is Mistral AI's frontier open-weight multimodal model. See its visual reasoning strengths and its current status in Overshoot's model catalog.

  • Alibaba logo Qwen2.5-VL 72B · VLM · Open-weight

    Qwen2.5-VL 72B is Alibaba's prior-generation flagship VLM with precise grounding and document parsing. See its strengths and its status in Overshoot's catalog.

  • Alibaba logo Qwen3-VL 235B-A22B · VLM MoE · Open-weight

    Qwen3-VL 235B-A22B is Alibaba's MoE flagship VLM for hard visual reasoning and long video. It is not currently in Overshoot's live model catalog; see how it fits real-time video.

  • Alibaba logo Qwen3-VL 32B · VLM · Open-weight

    Qwen3-VL 32B is Alibaba's dense flagship VLM for video and long-document understanding. It is not currently in Overshoot's live model catalog; see how it fits real-time video.

  • Alibaba logo Qwen3.6 27B · Multimodal · Open-weight Hosted on Overshoot

    Run Qwen3.6 27B on live video with Overshoot: publish over WebRTC, reference frames with ovs:// URLs, and stream answers back in about 200ms.

  • Alibaba logo Qwen3.6 35B A3B · Multimodal MoE · Open-weight Hosted on Overshoot

    Run Qwen3.6 35B A3B on live video with Overshoot: publish over WebRTC, query frames with an OpenAI-compatible API, and stream answers in about 200ms.

  • StepFun logo Step-3 · VLM MoE · Open-weight

    Step-3 is StepFun's hardware-aware MoE vision model built for cheap decoding at scale. It is not currently in Overshoot's live model catalog; see how it fits real-time video.

Small & edge

  • Apple logo FastVLM 7B · On-device · Research

    FastVLM 7B is Apple's on-device vision model, built for near-instant time to first token on high-resolution frames. See how it fits real-time video workloads.

  • IBM logo Granite Vision 3.2 · Doc VLM · Open-weight

    Granite Vision 3.2 is IBM's compact document vision model for charts, tables, and forms. See its capabilities and its current status in Overshoot's live model catalog.

  • Moonshot AI logo Kimi-VL A3B · VLM MoE · Open-weight

    Kimi-VL A3B activates just 2.8B parameters for efficient long-video reasoning. See Moonshot AI's model capabilities and its status in Overshoot's model catalog.

  • Liquid AI logo LFM2-VL 3B · Edge VLM · Open-weight

    LFM2-VL 3B is Liquid AI's edge-tuned vision model with native-resolution encoding. See how it fits real-time video and its current Overshoot availability.

  • OpenBMB logo MiniCPM-V 4.5 · Small VLM · Open-weight

    MiniCPM-V 4.5 is OpenBMB's compact video-and-OCR vision-language model. See how its 3D-Resampler fits live video and its current Overshoot availability.

  • Mistral AI logo Mistral Small 3.1 · Multimodal · Open-weight

    Mistral Small 3.1 is Mistral AI's 24B open-weight model that adds vision to the Small line. See how it fits live video and its current Overshoot availability.

  • M87 Labs logo Moondream 2 · Tiny VLM · Open-weight

    Moondream 2 is M87 Labs' tiny open vision model with detection and pointing. See its strengths for real-time video and its current status in Overshoot's model catalog.

  • Microsoft logo Phi-3.5 Vision · Small VLM · Open-weight

    Phi-3.5 Vision is a 4.2B multi-frame image model from Microsoft. See its strengths for live video work and its current status in Overshoot's model catalog.

  • Microsoft logo Phi-4 Multimodal · Small VLM · Open-weight

    Phi-4 Multimodal is Microsoft's compact 5.6B vision, speech, and text model. See its strengths for live video and its current status in Overshoot's model catalog.

  • Alibaba logo Qwen2.5-VL 7B · Small VLM · Open-weight

    Qwen2.5-VL 7B is Alibaba's efficient open-weight VLM for OCR and grounding on video frames. It is not currently in Overshoot's live model catalog; see how it fits real-time streaming workflows.

  • Hugging Face logo SmolVLM2 2.2B · Tiny VLM · Open-weight

    SmolVLM2 2.2B is Hugging Face's laptop-scale, video-capable vision-language model. It is not currently in Overshoot's live model catalog; see how tiny VLMs fit real-time video.

Specialist & agentic

  • Zhipu AI logo CogVLM2 · VLM · Open-weight

    CogVLM2 pairs a Llama 3 8B backbone with deep visual-expert grounding for GUI and document reading. It is not currently in Overshoot's live model catalog; check GET /v1beta/models.

  • BAAI logo Emu3 8B · Any-to-any · Open-weight

    Emu3 8B is BAAI's any-to-any transformer for text, image, and video understanding and generation. It is not currently in Overshoot's live model catalog; check GET /v1beta/models.

  • Microsoft logo Florence-2 · Vision foundation · Open-weight

    Florence-2 is Microsoft's prompt-based vision foundation model for captioning, detection, and OCR, a natural fit for per-frame tasks in real-time video pipelines.

  • H Company logo Holo 3.1 35B A3B · Computer-use · Open-weight Hosted on Overshoot

    Run Holo 3.1 35B A3B on live screens with Overshoot: publish over WebRTC, query frames via an OpenAI-compatible API, and get UI-grounded answers in about 200ms.

  • H Company logo Holo3 35B A3B · Computer-use · Open-weight Hosted on Overshoot

    Run Holo3 35B A3B, H Company's open computer-use MoE model, on live screen shares with Overshoot's WebRTC streams and OpenAI-compatible chat API.

  • DeepSeek logo Janus-Pro 7B · Unified · Open-weight

    Janus-Pro 7B unifies visual understanding and image generation in one transformer. See DeepSeek's model capabilities and its status in Overshoot's model catalog.

  • Google DeepMind logo PaliGemma 2 28B · Vision-LM · Open-weight

    PaliGemma 2 28B is a prefix-LM vision model for captioning, detection, and segmentation transfer. See how it fits live video and its status in Overshoot's catalog.

  • Alibaba logo QVQ-72B · Visual reasoning · Open-weight

    QVQ-72B is Alibaba's experimental visual reasoning model that works through problems step by step. See its strengths and its current status in Overshoot's catalog.

  • Skywork logo Skywork-R1V 38B · Reasoning · Open-weight

    Skywork-R1V 38B is a multimodal reasoning model with chain-of-thought transfer, strong on visual math and logic. It is not currently in Overshoot's live model catalog.

  • ByteDance logo UI-TARS 72B · Computer-use · Open

    UI-TARS 72B is ByteDance's native computer-use model, emitting GUI actions from screenshots. It is not currently in Overshoot's live model catalog; see how it fits screen streaming.