GPU Outlet vs Together AI: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for GPU Outlet and Together AI. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
GPU Outlet is a GPU rental marketplace offering H100, A100, and RTX 4090 instances at affordable spot and on-demand prices, making it a cost-effective option for AI training, LLM fine-tuning, and rendering workloads on a budget. The marketplace model surfaces a wide range of GPU SKUs with competitive pricing for teams that prioritize cost. Per-second billing and no minimum commitment make it easy to run short training jobs without overpaying.
- Competitive spot and on-demand pricing
- H100, A100, RTX 4090 availability
- Per-second billing with no minimum commitment
- Wide GPU selection via marketplace model
- Marketplace model — hardware quality varies by host
- No enterprise SLAs or uptime guarantees
- Limited support resources
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Together AI is a full-stack AI platform combining a high-throughput inference API (200+ open-source models), dedicated GPU clusters (H100 SXM, A100), and a managed fine-tuning service. Together MoE optimization cuts costs on large mixture-of-experts models. Function calling and JSON mode across all major models. Fine-tuning: LoRA and full fine-tune for Llama, Mistral, and Qwen. GPU cloud: H100 SXM and A100 clusters for large-scale training. Check api.together.ai/models for current per-token rates.
- 200+ open-source models — wide inference API catalog
- Llama 4 Scout — competitive frontier-open pricing
- Together MoE optimization reduces cost on large MoE models
- Managed fine-tuning: LoRA and full fine-tune for Llama, Mistral, Qwen
- Function calling and JSON mode across all major models
- GPU cloud + inference API from one vendor
- GPU cloud side less polished than pure-play providers like CoreWeave
- Inference API latency trails Fireworks and Cerebras on speed benchmarks
- Enterprise SLAs require custom contracts — not self-serve
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Live GPU Pricing
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Key differences
GPU Outlet
Budget GPU rental marketplace — H100, A100, RTX 4090 at spot and on-demand prices
Together AI
Full-stack AI platform — 200+ models, GPU cloud, fine-tuning, and Together MoE optimization