Quick Scenarios GPT-4o vs AWS A100 Premium OpenAI model vs 8x A100 on AWS Qwen3-Max vs Alibaba A100 Large Qwen model vs single A100 on Alibaba Gemini 2.5 Pro vs GCP H100 Google flagship vs H100 on GCP Claude 4 Sonnet vs AWS H100 Bedrock Claude vs 8x H100 on AWS 🏆 o3 Reasoning vs Alibaba H100 Enterprise reasoning — GPU wins at high output volume
Model Category All Text Generation Vision / Multimodal Code Embedding Omni (Audio+Video) Math Translation
MaaS Provider
Model (55 available) Select a model... [Qwen Model Studio] Qwen3-Max (262K ctx) [Qwen Model Studio] Qwen3.5-Plus (1000K ctx) [Qwen Model Studio] Qwen3.5-Flash (1000K ctx) [Qwen Model Studio] Qwen-Plus (1000K ctx) [Qwen Model Studio] Qwen-Flash (1000K ctx) [Qwen Model Studio] Qwen-Turbo (1000K ctx) [Qwen Model Studio] Qwen-Long (10000K ctx) [Qwen Model Studio] QwQ-Plus (Reasoning) (131K ctx) [Qwen Model Studio] Qwen3.5-397B-A17B (262K ctx) [Qwen Model Studio] Qwen3.5-122B-A10B (262K ctx) [Qwen Model Studio] Qwen3.5-27B (262K ctx) [Qwen Model Studio] Qwen3.5-35B-A3B (262K ctx) [Qwen Model Studio] QVQ-Max (131K ctx) [Qwen Model Studio] QVQ-Plus (131K ctx) [Qwen Model Studio] Qwen3-VL-Plus (262K ctx) [Qwen Model Studio] Qwen3-VL-Flash (258K ctx) [Qwen Model Studio] Qwen-VL-Max (131K ctx) [Qwen Model Studio] Qwen-VL-Plus (131K ctx) [Qwen Model Studio] Qwen-VL-OCR (39K ctx) [Qwen Model Studio] Qwen3-Omni-Flash (66K ctx) [Qwen Model Studio] Qwen-Omni-Turbo (33K ctx) [Qwen Model Studio] Qwen3-Coder-Plus (1000K ctx) [Qwen Model Studio] Qwen3-Coder-Flash (1000K ctx) [Qwen Model Studio] Qwen-Coder-Plus (131K ctx) [Qwen Model Studio] Qwen-Coder-Turbo (131K ctx) [Qwen Model Studio] Qwen-Math-Plus (4K ctx) [Qwen Model Studio] Qwen-Math-Turbo (4K ctx) [Qwen Model Studio] Qwen-MT-Plus (16K ctx) [Qwen Model Studio] Qwen-MT-Flash (16K ctx) [Qwen Model Studio] Qwen-MT-Turbo (16K ctx) [Qwen Model Studio] Qwen-MT-Lite (16K ctx) [Qwen Model Studio] text-embedding-v4 (8K ctx) [Qwen Model Studio] tongyi-embedding-vision-plus (8K ctx) [Qwen Model Studio] tongyi-embedding-vision-flash (8K ctx) [OpenAI ChatGPT] GPT-4.1 (1048K ctx) [OpenAI ChatGPT] GPT-4.1-mini (1048K ctx) [OpenAI ChatGPT] GPT-4.1-nano (1048K ctx) [OpenAI ChatGPT] GPT-4o (128K ctx) [OpenAI ChatGPT] GPT-4o-mini (128K ctx) [OpenAI ChatGPT] o3 (Reasoning) (200K ctx) [OpenAI ChatGPT] o4-mini (Reasoning) (200K ctx) [OpenAI ChatGPT] text-embedding-3-small (8K ctx) [OpenAI ChatGPT] text-embedding-3-large (8K ctx) [Google Gemini] Gemini 2.5 Pro (1049K ctx) [Google Gemini] Gemini 2.5 Flash (1049K ctx) [Google Gemini] Gemini 2.0 Flash (1049K ctx) [Google Gemini] Gemini Embedding (4K ctx) [AWS Bedrock] Claude 4 Sonnet (200K ctx) [AWS Bedrock] Claude 3.7 Sonnet (200K ctx) [AWS Bedrock] Claude 3.5 Haiku (200K ctx) [AWS Bedrock] Amazon Nova Pro (300K ctx) [AWS Bedrock] Amazon Nova Lite (300K ctx) [AWS Bedrock] Amazon Nova Micro (128K ctx) [AWS Bedrock] Titan Text Express (8K ctx) [AWS Bedrock] Titan Embedding v2 (8K ctx)
GPU Cloud Provider All Providers
GPU Instance (49 compatible) Select a GPU instance... [Alibaba Cloud] T4 x1 | 16GB VRAM | 4c/15GB | $430/mo [Alibaba Cloud] T4 x1 | 16GB VRAM | 8c/31GB | $573/mo [Alibaba Cloud] T4 x2 | 32GB VRAM | 16c/62GB | $1,075/mo [Alibaba Cloud] V100 x1 | 16GB VRAM | 8c/32GB | $1,320/mo [Alibaba Cloud] V100 x4 | 64GB VRAM | 32c/128GB | $4,915/mo [Alibaba Cloud] V100 x8 | 128GB VRAM | 64c/256GB | $9,620/mo [Alibaba Cloud] A10 x1 | 24GB VRAM | 8c/30GB | $880/mo [Alibaba Cloud] A10 x1 | 24GB VRAM | 16c/60GB | $1,176/mo [Alibaba Cloud] A10 x2 | 48GB VRAM | 32c/120GB | $2,252/mo [Alibaba Cloud] A100 x1 | 80GB VRAM | 16c/125GB | $2,660/mo [Alibaba Cloud] A100 x2 | 160GB VRAM | 32c/250GB | $5,220/mo [Alibaba Cloud] A100 x4 | 320GB VRAM | 64c/500GB | $10,240/mo [Alibaba Cloud] A100 x8 | 640GB VRAM | 128c/1024GB | $20,230/mo [Alibaba Cloud] L40S x1 | 48GB VRAM | 16c/64GB | $1,800/mo [Alibaba Cloud] L40S x2 | 96GB VRAM | 32c/128GB | $3,500/mo [Alibaba Cloud] H100 x1 | 80GB VRAM | 16c/128GB | $4,350/mo [Alibaba Cloud] H100 x4 | 320GB VRAM | 64c/512GB | $16,900/mo [Alibaba Cloud] H100 x8 | 640GB VRAM | 128c/1024GB | $33,300/mo [Alibaba Cloud] H800 x1 | 80GB VRAM | 16c/128GB | $4,000/mo [Alibaba Cloud] H800 x8 | 640GB VRAM | 128c/1024GB | $30,700/mo [Amazon Web Services] T4 x1 | 16GB VRAM | 4c/16GB | $268/mo [Amazon Web Services] T4 x1 | 16GB VRAM | 8c/32GB | $383/mo [Amazon Web Services] T4 x4 | 64GB VRAM | 48c/192GB | $1,995/mo [Amazon Web Services] V100 x1 | 16GB VRAM | 8c/61GB | $1,561/mo [Amazon Web Services] V100 x4 | 64GB VRAM | 32c/244GB | $6,242/mo [Amazon Web Services] V100 x8 | 128GB VRAM | 64c/488GB | $12,485/mo [Amazon Web Services] A10G x1 | 24GB VRAM | 4c/16GB | $513/mo [Amazon Web Services] A10G x1 | 24GB VRAM | 8c/32GB | $618/mo [Amazon Web Services] A10G x4 | 96GB VRAM | 48c/192GB | $2,893/mo [Amazon Web Services] A10G x8 | 192GB VRAM | 192c/768GB | $8,307/mo [Amazon Web Services] L4 x1 | 24GB VRAM | 4c/16GB | $410/mo [Amazon Web Services] L4 x1 | 24GB VRAM | 8c/32GB | $499/mo [Amazon Web Services] L4 x4 | 96GB VRAM | 48c/192GB | $2,347/mo [Amazon Web Services] A100 x8 | 640GB VRAM | 96c/1152GB | $16,713/mo [Amazon Web Services] H100 x8 | 640GB VRAM | 192c/2048GB | $50,143/mo [Google Cloud Platform] T4 x1 | 16GB VRAM | 4c/15GB | $280/mo [Google Cloud Platform] T4 x1 | 16GB VRAM | 8c/30GB | $367/mo [Google Cloud Platform] T4 x4 | 64GB VRAM | 32c/120GB | $1,346/mo [Google Cloud Platform] V100 x1 | 16GB VRAM | 8c/30GB | $1,265/mo [Google Cloud Platform] V100 x4 | 64GB VRAM | 32c/120GB | $4,656/mo [Google Cloud Platform] V100 x8 | 128GB VRAM | 64c/240GB | $9,318/mo [Google Cloud Platform] L4 x1 | 24GB VRAM | 4c/16GB | $427/mo [Google Cloud Platform] L4 x1 | 24GB VRAM | 8c/32GB | $515/mo [Google Cloud Platform] L4 x4 | 96GB VRAM | 48c/192GB | $2,683/mo [Google Cloud Platform] A100 x1 | 40GB VRAM | 12c/85GB | $1,872/mo [Google Cloud Platform] A100 x2 | 80GB VRAM | 24c/170GB | $3,749/mo [Google Cloud Platform] A100 x4 | 160GB VRAM | 48c/340GB | $7,492/mo [Google Cloud Platform] A100 x8 | 320GB VRAM | 96c/680GB | $14,989/mo [Google Cloud Platform] H100 x8 | 640GB VRAM | 208c/1872GB | $51,622/mo
Monthly Token Usage Light (1M/0.2M) Medium (10M/2M) Heavy (100M/20M) Enterprise (500M/100M)
