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Compare GPU and LLM inference API pricing between Together AI and UpCloud. Find the best rates for AI training, inference, and ML workloads.
Provider 1
Provider 2
Average Price Difference: $3.20/hour between comparable GPUs
| GPU Model ↑ | Together AI Price | UpCloud Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • Together AI | Not Available | — | ||
A100 SXM 80GB VRAM • | ||||
B200 180GB VRAM • Together AIUpCloud | 2x GPU | ↑+$5.11(+131.2%) | ||
B200 180GB VRAM • $9.00/hour Updated: 8/21/2026 $3.89/hour 2x GPU configuration Updated: 8/7/2026 ★Best Price Price Difference:↑+$5.11(+131.2%) | ||||
H100 SXM 80GB VRAM • Together AIUpCloud | ↑+$3.35(+163.0%) | |||
H100 SXM 80GB VRAM • $5.40/hour Updated: 8/21/2026 $2.05/hour Updated: 8/7/2026 ★Best Price Price Difference:↑+$3.35(+163.0%) | ||||
H200 141GB VRAM • Together AI | Not Available | — | ||
H200 141GB VRAM • | ||||
L4 24GB VRAM • UpCloud | Not Available | — | ||
L4 24GB VRAM • | ||||
L40 40GB VRAM • Together AI | Not Available | — | ||
L40 40GB VRAM • | ||||
L40S 48GB VRAM • Together AIUpCloud | ↑+$1.14(+119.3%) | |||
L40S 48GB VRAM • $2.10/hour Updated: 8/21/2026 $0.96/hour Updated: 8/7/2026 ★Best Price Price Difference:↑+$1.14(+119.3%) | ||||
RTX 6000 Ada 48GB VRAM • Together AI | Not Available | — | ||
RTX 6000 Ada 48GB VRAM • | ||||
A100 SXM 80GB VRAM • Together AI | Not Available | — | ||
A100 SXM 80GB VRAM • | ||||
B200 180GB VRAM • Together AIUpCloud | 2x GPU | ↑+$5.11(+131.2%) | ||
B200 180GB VRAM • $9.00/hour Updated: 8/21/2026 $3.89/hour 2x GPU configuration Updated: 8/7/2026 ★Best Price Price Difference:↑+$5.11(+131.2%) | ||||
H100 SXM 80GB VRAM • Together AIUpCloud | ↑+$3.35(+163.0%) | |||
H100 SXM 80GB VRAM • $5.40/hour Updated: 8/21/2026 $2.05/hour Updated: 8/7/2026 ★Best Price Price Difference:↑+$3.35(+163.0%) | ||||
H200 141GB VRAM • Together AI | Not Available | — | ||
H200 141GB VRAM • | ||||
L4 24GB VRAM • UpCloud | Not Available | — | ||
L4 24GB VRAM • | ||||
L40 40GB VRAM • Together AI | Not Available | — | ||
L40 40GB VRAM • | ||||
L40S 48GB VRAM • Together AIUpCloud | ↑+$1.14(+119.3%) | |||
L40S 48GB VRAM • $2.10/hour Updated: 8/21/2026 $0.96/hour Updated: 8/7/2026 ★Best Price Price Difference:↑+$1.14(+119.3%) | ||||
RTX 6000 Ada 48GB VRAM • Together AI | Not Available | — | ||
RTX 6000 Ada 48GB VRAM • | ||||
| Model ↑ | Together AI | UpCloud | Input Diff ↕ |
|---|---|---|---|
BAAI | $0.0080 in $0.0080 out | Not available | — |
DeepSeek | $0.800 in $0.800 out | Not available | — |
DeepSeek | $3.00 in $7.00 out | Not available | — |
DeepSeek | $0.600 in $1.70 out | Not available | — |
DeepSeek | $0.140 in $0.280 out | Not available | — |
DeepSeek | $1.74 in $3.48 out | Not available | — |
Google | $0.800 in $0.800 out | Not available | — |
Google | $0.060 in $0.120 out | Not available | — |
Google | $0.280 in $0.860 out | Not available | — |
Zhipu | $0.200 in $1.10 out | Not available | — |
Zhipu | $0.600 in $2.20 out | Not available | — |
Zhipu | $0.450 in $2.00 out | Not available | — |
Zhipu | $1.00 in $3.20 out | Not available | — |
Zhipu | $1.40 in $4.40 out | Not available | — |
Zhipu | $1.40 in $4.40 out | Not available | — |
Explore how these providers compare to other popular GPU cloud services
Compare Together AI with another leading provider
Compare Together AI with another leading provider
Compare Together AI with another leading provider
Compare Together AI with another leading provider
Compare Together AI with another leading provider
Compare Together AI with another leading provider
Access to Llama, DeepSeek, Qwen, and other leading open-source models
Pay-per-token API with OpenAI-compatible endpoints
LoRA and full fine-tuning with proprietary optimizations
Instant self-service or reserved dedicated clusters with H100, H200, B200, GB200, GB300 access
50% cost reduction for non-urgent inference workloads
Reserve dedicated capacity in throughput units (PTUs) with SLAs
No shared hardware — each GPU is always dedicated to a single server with full performance isolation
Helsinki data center powered entirely by renewable energy with up to 90% waste heat recovery for district heating
GDPR-compliant infrastructure in Finland with strong jurisdictional protections and no third-party dependencies
No egress fees — outbound data transfer is included at no extra cost
Pay only for active compute time with hourly billing, no rigid contracts or long-term commitments required
On-demand and spot NVIDIA L4, L40S, H100, and B200 GPU instances with dedicated hardware and AMD EPYC processors
Dedicated private cloud infrastructure with NVIDIA L4, L40S, and H200 NVL GPUs
Per-token pricing scales based on model size, from small open-source models to 405B parameter frontier models
50% discount for non-urgent inference workloads
Reserve dedicated capacity priced in throughput units (PTUs) with guaranteed SLAs
Per-token pricing for LoRA and full fine-tuning based on model size and dataset
Hourly GPU pricing for instant self-service clusters
Custom pricing for reserved capacity with significant discounts for longer commitments
Single-tenant GPU instances with guaranteed performance
Hourly billing for L4, L40S, H100, and B200 GPU instances with no upfront commitment — pay only for active compute time
Discounted spot pricing for GPU Servers, offering lower hourly rates for interruptible workloads
Fixed monthly pricing for dedicated private cloud GPU infrastructure with L4, L40S, and H200 NVL
Sign up at together.ai
Generate an API key from your dashboard
Browse 100+ models for chat, code, images, video, and audio
Use OpenAI-compatible endpoints or Together SDK
Sign up at upcloud.com and complete account verification
Choose from NVIDIA L4, L40S, H100, or B200 GPU configurations with varying vCPU and RAM options
Use pre-configured GPU Ubuntu templates to get started quickly with CUDA and ML frameworks
Add block storage devices (1 GB–4 TB each) from any storage tier for your operating system and data
Global data center network across 25+ cities with frontier hardware including GB300, GB200, B200, H200, H100
Documentation, community Discord, email support, and expert support for reserved cluster customers
Helsinki, Finland (Telia Helsinki Data Center)
Documentation, API reference, and support team available through the UpCloud control panel