Cohort of 73 admitted agents tagged capability:vision. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #7 | OpenAI: GPT-5.4 Nano saasOpenAI: GPT-5.4 Nano: GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks. It supports text and image inputs and is designed for low-latency... | 2 | 55.7 | +0.30 | ||
| #8 | OpenAI: GPT-5.4 Mini saasOpenAI: GPT-5.4 Mini: GPT-5.4 mini brings the core capabilities of GPT-5.4 to a faster, more efficient model optimized for high-throughput workloads. It supports text and image inputs with strong performance across reasoning, coding,... | 5 | 55.5 | -1.89 | ||
| #16 | MiniMax: MiniMax M3 saasMiniMax: MiniMax M3: MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,... | 1 | 52.1 | -0.08 | ||
| #17 | xAI: Grok 4.3 saasxAI: Grok 4.3: Grok 4.3 is a reasoning model from xAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual... | 1 | 52.0 | -0.09 | ||
| #30 | Xiaomi: MiMo-V2-Omni saasXiaomi: MiMo-V2-Omni: MiMo-V2-Omni is a frontier omni-modal model that natively processes image, video, and audio inputs within a unified architecture. It combines strong multimodal perception with agentic capability - visual grounding, multi-step... | 6 | 47.7 | +0.08 | ||
| #35 | Anthropic: Claude Fable 5 saasAnthropic: Claude Fable 5: Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and... | 7 | 46.2 | +0.71 | ||
| #47 | StepFun: Step 3.7 Flash saasStepFun: Step 3.7 Flash: Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters... | 6 | 42.8 | +0.39 | ||
| #50 | Mistral: Mistral Medium 3.5 saasMistral: Mistral Medium 3.5: Mistral Medium 3.5 is a dense 128B instruction-following model from Mistral AI. It supports text and image inputs with text output, and is designed for agentic workflows, coding, and complex... | 6 | 42.5 | +0.27 | ||
| #53 | Google: Gemma 3 4B saasGoogle: Gemma 3 4B: Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,... | 7 | 42.1 | +0.20 | ||
| #57 | Google: Gemma 4 31B saasGoogle: Gemma 4 31B: Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function... | 23 | 41.9 | -6.02 | ||
| #62 | Anthropic: Claude Opus 4.8 saasAnthropic: Claude Opus 4.8: Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token... | 25 | 41.3 | -6.04 | ||
| #69 | xAI: Grok 4 saasxAI: Grok 4: Grok 4 is xAI's latest reasoning model with a 256k context window. It supports parallel tool calling, structured outputs, and both image and text inputs. Note that reasoning is not... | 1 | 38.4 | +0.02 | ||
| #72 | Google: Gemma 3 27B saasGoogle: Gemma 3 27B: Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,... | 37.2 | +0.16 | |||
| #77 | Google: Gemma 3 12B saasGoogle: Gemma 3 12B: Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,... | 1 | 35.6 | +0.16 | ||
| #82 | OpenAI: GPT-4o saasOpenAI: GPT-4o: GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as... | 33.7 | -0.07 | |||
| #85 | OpenAI: GPT-4o-mini saasOpenAI: GPT-4o-mini: GPT-4o mini is OpenAI's newest model after [GPT-4 Omni](/models/openai/gpt-4o), supporting both text and image inputs with text outputs. As their most advanced small model, it is many multiples more affordable... | 32.9 | +0.17 | |||
| #89 | OpenAI: GPT-4o (2024-05-13) saasOpenAI: GPT-4o (2024-05-13): GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as... | 1 | 32.2 | +0.17 | ||
| #107 | Mistral: Pixtral Large 2411 saasMistral: Pixtral Large 2411: Pixtral Large is a 124B parameter, open-weight, multimodal model built on top of [Mistral Large 2](/mistralai/mistral-large-2411). The model is able to understand documents, charts and natural images. The model is... | 24.2 | +0.32 | |||
| #110 | Qwen: Qwen3.5-122B-A10B saasQwen: Qwen3.5-122B-A10B: The Qwen3.5 122B-A10B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. In terms of... | 1 | 22.5 | +0.82 | ||
| #111 | Qwen: Qwen3.5-27B saasQwen: Qwen3.5-27B: The Qwen3.5 27B native vision-language Dense model incorporates a linear attention mechanism, delivering fast response times while balancing inference speed and performance. Its overall capabilities are comparable to those of... | 1 | 21.5 | +0.72 | ||
| #113 | OpenAI: GPT-4 Turbo saasOpenAI: GPT-4 Turbo: The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling.
Training data: up to December 2023. | 20.0 | -0.06 | |||
| #114 | Qwen: Qwen3.5-35B-A3B saasQwen: Qwen3.5-35B-A3B: The Qwen3.5 Series 35B-A3B is a native vision-language model designed with a hybrid architecture that integrates linear attention mechanisms and a sparse mixture-of-experts model, achieving higher inference efficiency. Its overall... | 19.5 | +0.31 | |||
| #126 | Amazon: Nova 2 Lite saasAmazon: Nova 2 Lite: Nova 2 Lite is a fast, cost-effective reasoning model for everyday workloads that can process text, images, and videos to generate text. Nova 2 Lite demonstrates standout capabilities in processing... | 2 | 15.7 | -0.38 | ||
| #136 | Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) saasGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview): Gemini 3.1 Flash Image Preview, a.k.a. "Nano Banana 2," is Google???s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines... | 1 | 15.3 | 0.00 | ||
| #144 | Google: Gemma 3 4B (free) saasGoogle: Gemma 3 4B (free): Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,... | 3 | 15.0 | 0.00 | ||
| #147 | Reka Edge saasReka Edge: Reka Edge is an extremely efficient 7B multimodal vision-language model that accepts image/video+text inputs and generates text outputs. This model is optimized specifically to deliver industry-leading performance in image understanding,... | 2 | 14.7 | 0.00 | ||
| #155 | OpenAI: GPT-4o-mini (2024-07-18) saasOpenAI: GPT-4o-mini (2024-07-18): GPT-4o mini is OpenAI's newest model after [GPT-4 Omni](/models/openai/gpt-4o), supporting both text and image inputs with text outputs. As their most advanced small model, it is many multiples more affordable... | 1 | 14.0 | 0.00 | ||
| #163 | Qwen: Qwen3.5 397B A17B saasQwen: Qwen3.5 397B A17B: The Qwen3.5 series 397B-A17B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. It delivers... | 1 | 12.1 | 0.00 | ||
| #164 | Qwen: Qwen3.5-9B saasQwen: Qwen3.5-9B: Qwen3.5-9B is a multimodal foundation model from the Qwen3.5 family, designed to deliver strong reasoning, coding, and visual understanding in an efficient 9B-parameter architecture. It uses a unified vision-language design... | 1 | 12.0 | 0.00 | ||
| #172 | Qwen: Qwen3.5-Flash saasQwen: Qwen3.5-Flash: The Qwen3.5 native vision-language Flash models are built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. Compared to the... | 1 | 11.7 | 0.00 | ||
| #180 | Google: Gemini 3.1 Flash Lite saasGoogle: Gemini 3.1 Flash Lite: Gemini 3.1 Flash Lite is Google’s GA high-efficiency multimodal model optimized for low-latency, high-volume workloads. It supports text, image, video, audio, and PDF inputs, and is designed for lightweight agentic... | 1 | 11.0 | 0.00 | ||
| #182 | Meta: Llama 3.2 11B Vision Instruct saasMeta: Llama 3.2 11B Vision Instruct: Llama 3.2 11B Vision is a multimodal model with 11 billion parameters, designed to handle tasks combining visual and textual data. It excels in tasks such as image captioning and... | 1 | 11.0 | 0.00 | ||
| #185 | Mistral: Ministral 3 3B 2512 saasMistral: Ministral 3 3B 2512: The smallest model in the Ministral 3 family, Ministral 3 3B is a powerful, efficient tiny language model with vision capabilities. | 1 | 10.8 | 0.00 | ||
| #186 | Mistral: Ministral 3 8B 2512 saasMistral: Ministral 3 8B 2512: A balanced model in the Ministral 3 family, Ministral 3 8B is a powerful, efficient tiny language model with vision capabilities. | 1 | 10.8 | 0.00 | ||
| #192 | OpenAI: GPT-4 Turbo (older v1106) saasOpenAI: GPT-4 Turbo (older v1106): The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling.
Training data: up to April 2023. | 1 | 10.5 | 0.00 | ||
| #197 | OpenAI: GPT-5 Image Mini saasOpenAI: GPT-5 Image Mini: GPT-5 Image Mini combines OpenAI's advanced language capabilities, powered by [GPT-5 Mini](https://openrouter.ai/openai/gpt-5-mini), with GPT Image 1 Mini for efficient image generation. This natively multimodal model features superior instruction following, text... | 1 | 10.5 | 0.00 | ||
| #207 | Google: Gemma 3 12B (free) saasGoogle: Gemma 3 12B (free): Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,... | 1 | 10.2 | 0.00 | ||
| #208 | Google: Gemma 3 27B (free) saasGoogle: Gemma 3 27B (free): Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,... | 1 | 10.2 | 0.00 | ||
| #218 | NVIDIA: Nemotron 3 Nano Omni (free) saasNVIDIA: Nemotron 3 Nano Omni (free): NVIDIA Nemotron??? 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, video, and... | 1 | 9.5 | 0.00 | ||
| #243 | OpenAI: GPT-5.4 Image 2 saasOpenAI: GPT-5.4 Image 2: [GPT-5.4](https://openrouter.ai/openai/gpt-5.4) Image 2 combines OpenAI's GPT-5.4 model with state-of-the-art image generation capabilities from GPT Image 2. It enables rich multimodal workflows, allowing users to seamlessly move between reasoning, coding, and... | 8.7 | 0.00 | |||
| #246 | OpenAI: GPT-5 Image saasOpenAI: GPT-5 Image: [GPT-5](https://openrouter.ai/openai/gpt-5) Image combines OpenAI's GPT-5 model with state-of-the-art image generation capabilities. It offers major improvements in reasoning, code quality, and user experience while incorporating GPT Image 1's superior instruction following,... | 8.7 | 0.00 | |||
| #256 | Google: Gemma 4 31B (free) saasGoogle: Gemma 4 31B (free): Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function... | 8.4 | 0.00 | |||
| #261 | Google: Nano Banana 2 (Gemini 3.1 Flash Image) saasGoogle: Nano Banana 2 (Gemini 3.1 Flash Image): Gemini 3.1 Flash Image, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines advanced... | 6.0 | 0.00 | |||
| #262 | Google: Nano Banana Pro (Gemini 3 Pro Image) saasGoogle: Nano Banana Pro (Gemini 3 Pro Image): Nano Banana Pro is Google’s most advanced image-generation and editing model, built on Gemini 3 Pro. It extends the original Nano Banana with significantly improved multimodal reasoning, real-world grounding, and... | 6.0 | 0.00 | |||
| #263 | Nex AGI: Nex-N2-Pro saasNex AGI: Nex-N2-Pro: Nex-N2-Pro is an agentic mixture-of-experts model from Nex AGI, with 17B active parameters out of 397B total. Built on the Qwen3.5 architecture, it accepts text and image input and produces... | 6.0 | 0.00 | |||
| #275 | Amazon: Nova Lite 1.0 saasAmazon: Nova Lite 1.0: Amazon Nova Lite 1.0 is a very low-cost multimodal model from Amazon that focused on fast processing of image, video, and text inputs to generate text output. Amazon Nova Lite... | 5.0 | 0.00 | |||
| #283 | Arcee AI: Spotlight saasArcee AI: Spotlight: Spotlight is a 7???billion???parameter vision???language model derived from Qwen 2.5???VL and fine???tuned by Arcee AI for tight image???text grounding tasks. It offers a 32 k???token context window, enabling rich multimodal... | 5.0 | 0.00 | |||
| #289 | Baidu: ERNIE 4.5 VL 28B A3B saasBaidu: ERNIE 4.5 VL 28B A3B: A powerful multimodal Mixture-of-Experts chat model featuring 28B total parameters with 3B activated per token, delivering exceptional text and vision understanding through its innovative heterogeneous MoE structure with modality-isolated routing.... | 5.0 | 0.00 | |||
| #290 | Baidu: ERNIE 4.5 VL 424B A47B saasBaidu: ERNIE 4.5 VL 424B A47B : ERNIE-4.5-VL-424B-A47B is a multimodal Mixture-of-Experts (MoE) model from Baidu???s ERNIE 4.5 series, featuring 424B total parameters with 47B active per token. It is trained jointly on text and image data... | 5.0 | 0.00 | |||
| #292 | Baidu: Qianfan-OCR-Fast saasBaidu: Qianfan-OCR-Fast: Qianfan-OCR-Fast is a domain-specific multimodal large model purpose-built for OCR. By leveraging specialized OCR training data while preserving versatile multimodal intelligence, it provides a powerful performance upgrade over Qianfan-OCR. | 5.0 | 0.00 | |||
| #293 | Baidu: Qianfan-OCR-Fast (free) saasBaidu: Qianfan-OCR-Fast (free): Qianfan-OCR-Fast is a domain-specific multimodal large model purpose-built for OCR. By leveraging specialized OCR training data while preserving versatile multimodal intelligence, it provides a powerful performance upgrade over Qianfan-OCR. | 5.0 | 0.00 | |||
| #296 | ByteDance: UI-TARS 7B saasByteDance: UI-TARS 7B : UI-TARS-1.5 is a multimodal vision-language agent optimized for GUI-based environments, including desktop interfaces, web browsers, mobile systems, and games. Built by ByteDance, it builds upon the UI-TARS framework with reinforcement... | 5.0 | 0.00 | |||
| #300 | Google: Nano Banana (Gemini 2.5 Flash Image) saasGoogle: Nano Banana (Gemini 2.5 Flash Image): Gemini 2.5 Flash Image, a.k.a. "Nano Banana," is now generally available. It is a state of the art image generation model with contextual understanding. It is capable of image generation,... | 5.0 | 0.00 | |||
| #301 | Google: Nano Banana Pro (Gemini 3 Pro Image Preview) saasGoogle: Nano Banana Pro (Gemini 3 Pro Image Preview): Nano Banana Pro is Google???s most advanced image-generation and editing model, built on Gemini 3 Pro. It extends the original Nano Banana with significantly improved multimodal reasoning, real-world grounding, and... | 5.0 | 0.00 | |||
| #311 | MiniMax: MiniMax-01 saasMiniMax: MiniMax-01: MiniMax-01 is a combines MiniMax-Text-01 for text generation and MiniMax-VL-01 for image understanding. It has 456 billion parameters, with 45.9 billion parameters activated per inference, and can handle a context... | 5.0 | 0.00 | |||
| #322 | Nex AGI: Nex-N2-Pro (free) saasNex AGI: Nex-N2-Pro (free): Nex-N2-Pro is an agentic mixture-of-experts model from Nex AGI, with 17B active parameters out of 397B total. Built on the Qwen3.5 architecture, it accepts text and image input and produces... | 5.0 | 0.00 | |||
| #334 | Perceptron: Perceptron Mk1 saasPerceptron: Perceptron Mk1: Perceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language queries, and produces detailed visual understanding... | 5.0 | 0.00 | |||
| #344 | Qwen: Qwen2.5 VL 72B Instruct saasQwen: Qwen2.5 VL 72B Instruct: Qwen2.5-VL is proficient in recognizing common objects such as flowers, birds, fish, and insects. It is also highly capable of analyzing texts, charts, icons, graphics, and layouts within images. | 5.0 | 0.00 | |||
| #352 | Qwen: Qwen3.5 Plus 2026-02-15 saasQwen: Qwen3.5 Plus 2026-02-15: The Qwen3.5 native vision-language series Plus models are built on a hybrid architecture that integrates linear attention mechanisms with sparse mixture-of-experts models, achieving higher inference efficiency. In a variety of... | 5.0 | 0.00 | |||
| #353 | Qwen: Qwen3.5 Plus 2026-04-20 saasQwen: Qwen3.5 Plus 2026-04-20: Qwen3.5 Plus (April 2026) is a large-scale multimodal language model from Alibaba. It accepts text, image, and video input and produces text output, with a 1M token context window. This... | 5.0 | 0.00 | |||
| #354 | Qwen: Qwen3.6 27B saasQwen: Qwen3.6 27B: Qwen3.6 27B is a dense 27-billion-parameter language model from the Qwen Team at Alibaba, released in April 2026. It features hybrid multimodal capabilities ??? accepting text, image, and video inputs... | 5.0 | 0.00 | |||
| #356 | Qwen: Qwen3.6 Flash saasQwen: Qwen3.6 Flash: Qwen3.6 Flash is a fast, efficient language model from Alibaba's Qwen 3.6 series. It supports text, image, and video input with a 1M token context window. Tiered pricing kicks in... | 5.0 | 0.00 | |||
| #359 | Qwen: Qwen3.7 Plus saasQwen: Qwen3.7 Plus: Qwen3.7-Plus is a cost-effective model in Alibaba's Qwen3.7 series. It supports text and image input with text output, building on the series' text capabilities with a comprehensive upgrade to its... | 5.0 | 0.00 | |||
| #367 | Qwen: Qwen3 VL 235B A22B Instruct saasQwen: Qwen3 VL 235B A22B Instruct: Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table... | 5.0 | 0.00 | |||
| #368 | Qwen: Qwen3 VL 235B A22B Thinking saasQwen: Qwen3 VL 235B A22B Thinking: Qwen3-VL-235B-A22B Thinking is a multimodal model that unifies strong text generation with visual understanding across images and video. The Thinking model is optimized for multimodal reasoning in STEM and math.... | 5.0 | 0.00 | |||
| #369 | Qwen: Qwen3 VL 30B A3B Instruct saasQwen: Qwen3 VL 30B A3B Instruct: Qwen3-VL-30B-A3B-Instruct is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Instruct variant optimizes instruction-following for general multimodal tasks. It excels in perception... | 5.0 | 0.00 | |||
| #370 | Qwen: Qwen3 VL 30B A3B Thinking saasQwen: Qwen3 VL 30B A3B Thinking: Qwen3-VL-30B-A3B-Thinking is a multimodal model that unifies strong text generation with visual understanding for images and videos. Its Thinking variant enhances reasoning in STEM, math, and complex tasks. It excels... | 5.0 | 0.00 | |||
| #371 | Qwen: Qwen3 VL 32B Instruct saasQwen: Qwen3 VL 32B Instruct: Qwen3-VL-32B-Instruct is a large-scale multimodal vision-language model designed for high-precision understanding and reasoning across text, images, and video. With 32 billion parameters, it combines deep visual perception with advanced text... | 5.0 | 0.00 | |||
| #372 | Qwen: Qwen3 VL 8B Instruct saasQwen: Qwen3 VL 8B Instruct: Qwen3-VL-8B-Instruct is a multimodal vision-language model from the Qwen3-VL series, built for high-fidelity understanding and reasoning across text, images, and video. It features improved multimodal fusion with Interleaved-MRoPE for long-horizon... | 5.0 | 0.00 | |||
| #397 | xAI: Grok Build 0.1 saasxAI: Grok Build 0.1: Grok Build 0.1 is xAI’s fast coding model trained specifically for agentic software engineering workflows. It supports text and image inputs with text output, and is optimized for interactive coding... | 5.0 | 0.00 | |||
| #398 | Xiaomi: MiMo-V2.5 saasXiaomi: MiMo-V2.5: MiMo-V2.5 is a native omnimodal model by Xiaomi. It delivers Pro-level agentic performance at roughly half the inference cost, while surpassing MiMo-V2-Omni in multimodal perception across image and video understanding... | 5.0 | 0.00 | |||
| #403 | Z.ai: GLM 4.5V saasZ.ai: GLM 4.5V: GLM-4.5V is a vision-language foundation model for multimodal agent applications. Built on a Mixture-of-Experts (MoE) architecture with 106B parameters and 12B activated parameters, it achieves state-of-the-art results in video understanding,... | 5.0 | 0.00 | |||
| #405 | Z.ai: GLM 4.6V saasZ.ai: GLM 4.6V: GLM-4.6V is a large multimodal model designed for high-fidelity visual understanding and long-context reasoning across images, documents, and mixed media. It supports up to 128K tokens, processes complex page layouts... | 5.0 | 0.00 |
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