Together AI vs Volcengine: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Together AI and Volcengine. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
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
No reviews yet — add yours ↗
Volcengine is ByteDance's cloud platform (international brand: BytePlus), offering A100 80GB, A10, and V100 32GB GPU instances through its ML Platform. Prices are denominated in CNY for the China region; BytePlus international pricing is available separately. As the cloud infrastructure behind TikTok and ByteDance's AI products, Volcengine offers enterprise-grade reliability backed by one of the world's largest AI companies. Verified 2026-10-22: A100 80GB at CNY 19.20/hr, A10 at CNY 5.60/hr, V100 32GB at CNY 8.40/hr.
- Backed by ByteDance — enterprise-grade reliability
- A100 80GB and A10 availability
- International access via BytePlus brand
- Large-scale infrastructure from a top-tier AI company
- Prices in CNY for CN region — USD conversion adds uncertainty
- Less established internationally vs AWS/GCP/Azure
- No public machine-readable pricing API confirmed
- BytePlus international pricing less transparent than CN pricing
No reviews yet — add yours ↗
Live GPU Pricing
Region Coverage
Popular Comparisons
Provider pages
More Together AI comparisons
Key differences
Together AI
Full-stack AI platform — 200+ models, GPU cloud, fine-tuning, and Together MoE optimization
Volcengine
ByteDance cloud — A100, A10, V100 GPU instances with CNY pricing