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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

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Multi Agent Orchestration Gpu Cloud Rental Multimodal Content Generation Apis Coding Agents Foundation Model Providers Llms Foundation Models Model Hosting Inference AI Agents

MiniMax

✓ verifiedFreemium

Chinese AGI company building multimodal LLMs, Hailuo video, speech and music models, plus AI apps and open APIs.

4.6M visits/mo

Nebius

✓ verifiedPaid

AI-focused cloud offering NVIDIA GPU compute, storage and MLOps tooling for training and inference at scale, with usage-based pricing.

678K visits/mo133K saves

Qoder

✓ verifiedFreemium

Agentic AI platform with a coding desktop app, CLI, and cloud agents for autonomous software development and office work.

2.7M visits/mo32K saves

chatglm.cn

4.4M visits/mo

Evolink AI Model API

✓ verifiedPaid

One API to access leading LLM, image, video, and audio models with pay-as-you-go, usage-based pricing.

363K visits/mo1.5K saves

Pricing

Max Token Plan: 119 CNY/mo (frontier models, up to ~7.1B tokens/mo)

NVIDIA H100: $3.85/GPU-hour on-demand ($2.15 preemptible)

NVIDIA H200: $4.50/GPU-hour on-demand

NVIDIA B200: $7.15/GPU-hour on-demand

Shared filesystem storage: $0.08/GiB per month

No public pricing

Free trial available

No public pricing

Usage-based pay-as-you-go (e.g., Seedance 2.0 $0.198/s, GPT Image 2 from $0.015/image)

Core features

✦MiniMax M-series LLMs (M3, 1M context, MSA)
✦Hailuo AI video generation
✦Speech and music generation models
✦MiniMax Code agentic coding tool
✦Consumer apps (Hailuo, Xingye)
✦Open API and Token Plan for developers

✦NVIDIA GPU instances (H100, H200, B200, GB200)
✦On-demand and preemptible GPU pricing
✦High-performance and object storage
✦Managed Kubernetes and Slurm (Soperator)
✦Serverless and managed inference (Token Factory)
✦MLOps tooling and 24/7 expert support
✦Commitment discounts up to 35%

✦Multi-agent collaboration for end-to-end tasks
✦Persistent memory and custom rules
✦Extensible skills and plugins
✦Rich context across code, images, and directories
✦Automatic codebase documentation generation
✦Terminal-native CLI and JetBrains IDE plugin
✦Cloud-hosted agents for enterprise use

✦Dialogue with GLM large model
✦AI search
✦AI drawing
✦AI reading
✦AI-generated video (沉思清影-AI生视频)
✦AI-generated PPT
✦Data analysis tools
✦Code assistance (代码速写)
✦Intelligent agents

✦Single API for LLM, image, video, and audio models
✦Access to GPT, Claude, Gemini, Seedance, and more
✦Usage-based, pay-as-you-go pricing
✦Model comparison and documented capabilities
✦Smart Router for model selection
✦99.9% uptime, no credit card to start

Use cases

→Coding and agentic tasks
→AI video generation
→Text-to-speech and music creation
→Building on MiniMax model APIs

→Train large AI/ML models on GPU clusters
→Run scalable inference workloads
→Store and manage large training datasets
→Run Slurm/Kubernetes AI pipelines

→Autonomous feature development in large codebases
→Terminal-based AI pair programming
→Cross-department task automation for legal, finance, HR
→Onboarding developers to unfamiliar codebases

→Engaging in conversations with an AI model
→Generating images and videos using AI
→Creating presentations with AI assistance
→Analyzing data with AI tools
→Assisting with code development

→Add multiple AI models to a product via one API
→Switch between model providers without rewrites
→Generate video, images, and audio programmatically
→Build AI agents and workflows

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