Amux AI

Model comparison

Compare models side by side on price, context, performance, endpoints and features. Each column is one model on one provider — put the same model twice to compare providers.

Chat

Overview

DeveloperMoonshot AI
DeveloperMoonshot AI
DeveloperMoonshot AI
Context1.05M token
Context1.05M token
Context1.05M token
Max output1.05M token
Max output1.05M token
Max output1.05M token
ReasoningSupported
ReasoningSupported
ReasoningSupported
Input
Input
Input
Output
Output
Output

Pricing

Input$3/1M tokens
Input$3$0.9/1M tokens
Input$3$1.95/1M tokens
Output$15/1M tokens
Output$15$4.5/1M tokens
Output$15$9.75/1M tokens
Read$0.3/1M tokens
Read$0.3$0.09/1M tokens
Read$0.3$0.195/1M tokens
Web search$0.005/request
Web search$0.005$0.0015/request
Web search$0.005$0.00325/request

Performance

Avg. time to first token—
Avg. time to first token11.86 s
Avg. time to first token6.32 s
Avg. throughput—
Avg. throughput1160.5 tok/s
Avg. throughput55.0 tok/s
Availability—
Availability89.1%
Availability100.0%

Averages over the recent window, weighted by request volume — not percentiles. Hours with no successful samples are left out rather than counted as zero.

Endpoints

OpenAI Chat Completions

/v1/chat/completions
/v1/chat/completions
/v1/chat/completions

OpenAI Responses

/v1/responses
/v1/responses
/v1/responses

Anthropic Messages

/v1/messages
/v1/messages
/v1/messages

Google Gemini

/v1beta/models/{model}:generateContent
/v1beta/models/{model}:generateContent
/v1beta/models/{model}:generateContent

OpenAI Images

/v1/images/generations
/v1/images/generations
/v1/images/generations
/v1/images/edits
/v1/images/edits
/v1/images/edits

Alibaba Model Studio Video

/api/v1/services/aigc/video-generation/video-synthesis
/api/v1/services/aigc/video-generation/video-synthesis
/api/v1/services/aigc/video-generation/video-synthesis
/api/v1/tasks/{id}
/api/v1/tasks/{id}
/api/v1/tasks/{id}

MiniMax Video

/v2/video_generation
/v2/video_generation
/v2/video_generation
/v2/query/video_generation/{id}
/v2/query/video_generation/{id}
/v2/query/video_generation/{id}

Alibaba Model Studio Image

/api/v1/services/aigc/multimodal-generation/generation
/api/v1/services/aigc/multimodal-generation/generation
/api/v1/services/aigc/multimodal-generation/generation
/api/v1/services/aigc/image-generation/generation
/api/v1/services/aigc/image-generation/generation
/api/v1/services/aigc/image-generation/generation

Volcengine Ark Video

/api/v3/contents/generations/tasks
/api/v3/contents/generations/tasks
/api/v3/contents/generations/tasks
/api/v3/contents/generations/tasks/{id}
/api/v3/contents/generations/tasks/{id}
/api/v3/contents/generations/tasks/{id}

Volcengine Ark Image

/api/v3/images/generations
/api/v3/images/generations
/api/v3/images/generations

xAI Video

/v1/videos/generations
/v1/videos/generations
/v1/videos/generations
/v1/videos/edits
/v1/videos/edits
/v1/videos/edits
/v1/videos/extensions
/v1/videos/extensions
/v1/videos/extensions
/v1/videos/{id}
/v1/videos/{id}
/v1/videos/{id}

TypeSafeAI System One

/v1/systemone
/v1/systemone
/v1/systemone

Amux Tasks

/v1/tasks
/v1/tasks
/v1/tasks
/v1/tasks/{id}
/v1/tasks/{id}
/v1/tasks/{id}
/v1/tasks/{id}/cancel
/v1/tasks/{id}/cancel
/v1/tasks/{id}/cancel

Features

Streaming
Streaming
Streaming
Reasoning
Reasoning
Reasoning
Function calling
Function calling
Function calling
Structured output
Structured output
Structured output
Prompt caching
Prompt caching
Prompt caching
Vision
Vision
Vision
Image output
Image output
Image output
In-chat image generation
In-chat image generation
In-chat image generation
Video output
Video output
Video output