Alternatives

Multi Modality Arena alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Multi Modality Arena

Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing images as inputs. Supports MiniGPT-4, LLaMA-Adapter V2, LLaVA, BLIP-2, and many more!

49
Quality
73
Trust
567
Stars
#1

Gpt4free

Similarity 142Trust 96Excellent 100

The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3

66K starsJun 14, 2026 pushsupport-automationPythonChatbot
$ npx skills add xtekky/gpt4free
#2

CosyVoice

Similarity 142Trust 98Excellent 100

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

22K starsMay 25, 2026 pushsupport-automationPythonChatbot
$ npx skills add FunAudioLLM/CosyVoice
#3

Cambrian

Similarity 141Trust 87Excellent 86

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

2.0K starsNov 7, 2025 pushsupport-automationPythonChatbot
$ npx skills add cambrian-mllm/cambrian
#4

ChatRWKV

Similarity 140Trust 96Excellent 100

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

9.5K starsMay 29, 2026 pushsupport-automationPythonChatbot
$ npx skills add BlinkDL/ChatRWKV
#5

Deep Chat

Similarity 140Trust 93Excellent 100

Fully customizable AI chatbot component for your website

3.6K starsJun 15, 2026 pushsupport-automationTypeScriptChatbot
$ npx skills add OvidijusParsiunas/deep-chat
#6

Chatgpt Android

Similarity 139Trust 90Excellent 97

📲 ChatGPT Android demonstrates a Chatbot application using OpenAI's chat API on Android with Stream Chat SDK for Compose.

3.9K starsJan 3, 2026 pushsupport-automationKotlinChatbot
$ npx skills add skydoves/chatgpt-android
#7

H2o Llmstudio

Similarity 139Trust 95Excellent 100

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

5.0K starsJun 6, 2026 pushsupport-automationPythonChatbot
$ npx skills add h2oai/h2o-llmstudio
#8

Xiaozhi Android Client

Similarity 139Trust 95Excellent 100

一个基于小智、xiaozhi-server的Android、IOS语音对话应用,支持实时语音交互和文字对话。现在是flutter版本,打通IOS、Android端。请同志们动动小手,点点小星星,予以鼓励。

1.5K starsMay 29, 2026 pushsupport-automationDartChatbot
$ npx skills add TOM88812/xiaozhi-android-client
#9

UltraChat

Similarity 138Trust 82Strong 75

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

2.9K starsMar 13, 2024 pushsupport-automationPythonChatbot
$ npx skills add thunlp/UltraChat
#10

LLaVA

Similarity 138Trust 89Excellent 86

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

25K starsAug 12, 2024 pushsupport-automationPythonChatbot
$ npx skills add haotian-liu/LLaVA
#11

Chatgpt.Js

Similarity 137Trust 85Excellent 99

🤖 A powerful, open source JavaScript library + interactive CLI for ChatGPT

2.0K starsJun 16, 2026 pushsupport-automationJavaScriptChatbot
$ npx skills add KudoAI/chatgpt.js
#12

Llm Workflow Engine

Similarity 137Trust 88Excellent 100

Power CLI and Workflow manager for LLMs (core package)

3.7K starsApr 30, 2026 pushsupport-automationPythonChatbot
$ npx skills add llm-workflow-engine/llm-workflow-engine
#13

Chatbox

Similarity 136Trust 95Excellent 100

Powerful AI Client

40K starsJun 12, 2026 pushsupport-automationTypeScriptChatbot
$ npx skills add chatboxai/chatbox
#14

Webwhiz

Similarity 135Trust 91Excellent 91

WebWhiz allows you to create an AI chatbot that knows everything about your product and can instantly respond to your customer's queries.

1.0K starsJan 8, 2026 pushsupport-automationTypeScriptChatbot
$ npx skills add webwhiz-ai/webwhiz
#15

WebAI To API

Similarity 135Trust 90Excellent 100

Webchat to API

1.3K starsJun 9, 2026 pushsupport-automationPythonChatbot
$ npx skills add Amm1rr/WebAI-to-API
#16

Magentic

Similarity 135Trust 89Excellent 95

Seamlessly integrate LLMs as Python functions

2.4K starsMar 11, 2026 pushsupport-automationPythonChatbot
$ npx skills add jackmpcollins/magentic

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Multi Modality Arena if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.