Writing | Thunder Compute

Thunder Compute Raises $13 Million Series A Round to Put Idle GPUs Back to Work

Thunder Compute raises a $13 million Series A led by Matrix Partners to scale GPU virtualization and unlock idle enterprise GPU capacity.

Aug 19, 2026 · 2 min readRead

How Thunder Compute works (GPU-over-TCP)

Jun 24, 2026 · 2 min readRead

GPU Virtualization: Approaches and Tradeoffs

Jun 24, 2026 · 3 min readRead

All posts

Guides and tutorials

Running open models, choosing hardware and comparing GPU clouds.

Coding-Agent Evals in Parallel GPU Sandboxes: What to Know (2026)TutorialsOct 9, 20269 min readRead
RL Environments on GPUs: Running Sandboxed Rollouts at Scale (2026)TutorialsOct 9, 202610 min readRead
Daytona vs Thunder Compute: GPU Sandboxes Compared (2026)ComparisonsOct 7, 20266 min readRead
Modal vs Daytona: GPU Sandboxes Compared (2026)ComparisonsOct 7, 20267 min readRead
Modal vs Thunder Compute: GPU Sandboxes Compared (2026)ComparisonsOct 5, 20267 min readRead
Best GPU Sandboxes for AI Agents (2026)ComparisonsOct 1, 20267 min readRead
GPU Sandbox Pricing: Modal vs Daytona vs Thunder Compute (2026)PricingOct 1, 202610 min readRead
What Are GPU Sandboxes? How Isolation Works When Agents Need a GPU (2026)ComparisonsOct 1, 202611 min readRead
CoreWeave vs Nebius: Which GPU Cloud Should You Actually Rent? (2026)ComparisonsSep 21, 20268 min readRead
7 Best Modal Alternatives in 2026 for Cheaper, Faster GPU ComputeComparisonsSep 21, 20269 min readRead
Best AWS EC2 Alternatives for GPU & AI Workloads in 2026ComparisonsSep 18, 202613 min readRead
CoreWeave Alternatives: 7 Cheaper, Self-Serve GPU Clouds (2026)ComparisonsSep 17, 202611 min readRead
AMD MI300X vs NVIDIA H100: Specs, Benchmarks, and Live Pricing (2026)HardwareSep 8, 202611 min readRead
RTX PRO 6000 vs A100: Benchmarks, Specs, and Which to Rent (2026)HardwareSep 8, 20269 min readRead
How to Run Nemotron 3 Super 120B: GPU Requirements and Deployment GuideTutorialsAug 31, 20268 min readRead
How to Run HunyuanVideo in ComfyUI on a Cloud GPUTutorialsAug 31, 202610 min readRead
Stable Diffusion Video Generation: How to Make Videos with SVDTutorialsAug 26, 202610 min readRead
What Is a Hyperscaler? The Big Clouds Behind AI Infrastructure (2026)GuidesAug 25, 20267 min readRead
LTX-2.3 in ComfyUI: Complete Guide to Setup, Workflows, and the LTX APITutorialsAug 24, 202612 min readRead
Best Open-Source AI Video Generation Models (2026)TutorialsAug 18, 202611 min readRead
Run DeepSeek V4 Locally: VRAM Requirements, GPU Configs, and Serving OptionsTutorialsAug 12, 20268 min readRead
How to Self-Host Mistral in 2026: GPU Requirements for Small 4 and Large 3TutorialsAug 12, 20269 min readRead
Oracle Cloud (OCI) GPU Pricing 2026: H100, H200, B200 and A100 Per-Hour CostComparisonsAug 10, 20269 min readRead
NVIDIA B300 PricingPricingAug 7, 20268 min readRead
How to Run Kimi K3: Hardware Requirements, Local Options, and GPU CostTutorialsAug 5, 202611 min readRead
What Is MIG? NVIDIA Multi-Instance GPU ExplainedHardwareAug 4, 202610 min readRead
NVLink vs PCIe: Do You Actually Need NVLink? (2026)HardwareJul 29, 202610 min readRead
GPU Memory Explained: VRAM, Shared Memory, and How Much You Actually NeedHardwareJul 28, 202616 min readRead
NVIDIA L40 Specs: 48GB GDDR6, TFLOPS & L40 vs L40SHardwareJul 21, 202612 min readRead
NVIDIA RTX A6000 Specs for AI: 48GB, Benchmarks (2026)HardwareJul 21, 202613 min readRead
Google Cloud GPU Instances: Every Machine Type, Spec, and Price (2026)ComparisonsJul 16, 202622 min readRead
Z-Image Turbo ComfyUI: Install Guide and VRAM Requirements (October 2026)TutorialsJul 16, 202610 min readRead
NVIDIA GPU Architecture Explained: A Guide for AIHardwareJul 10, 202617 min readRead
Best GPU for AI in 2026: Local Hardware and Cloud OptionsHardwareJul 8, 202617 min readRead
How to Choose the Right GPU for AI Workloads (2026)TutorialsJul 8, 202618 min readRead
A100 vs H100: Specs, Benchmarks & Cost per Job (2026)HardwareJul 7, 202612 min readRead
Best GPU for LLM Inference, Fine-Tuning, and Training (2026)TutorialsJul 6, 202616 min readRead
Azure GPU Instances: Every Series, Spec, and Price Compared (2026)ComparisonsJul 3, 202616 min readRead
How to Run GLM-5.2 Locally with Unsloth: Requirements and SetupTutorialsJun 30, 202610 min readRead
Best Open-Source Image Generation ModelsTutorialsJun 26, 202611 min readRead
NVIDIA H100 Specs: PCIe vs SXM vs NVL Compared (2026)HardwareJun 24, 202617 min readRead
TensorDock Alternatives for Reliable GPUs (October 2026)ComparisonsJun 23, 20268 min readRead
How to Run DeepSeek R1 with Ollama (October 2026)TutorialsJun 17, 202612 min readRead
How to run Kimi K2 models with OllamaTutorialsJun 17, 202612 min readRead
LM Studio: Running Local LLMsTutorialsJun 12, 202616 min readRead
EC2 GPU Instances: A Full Guide to AWS GPUs (October 2026)ComparisonsJun 11, 202616 min readRead
TPU vs GPU: Which to Use for AI?HardwareJun 11, 202617 min readRead
NVIDIA RTX A6000 vs A100: Benchmarks, Specs, and Which to Rent (2026)HardwareJun 9, 202612 min readRead
Qwen Image ComfyUI: Generate and Edit ImagesTutorialsJun 9, 202615 min readRead
Wan 2.2 ComfyUI: How to Generate AI VideosTutorialsJun 5, 202613 min readRead
Multi-GPU Training: What Online Engineering Teams Get Wrong FirstTutorialsJun 3, 202610 min readRead
Flux ComfyUI: The Complete Guide (October 2026)TutorialsJun 2, 202611 min readRead
Nvidia Rubin Architecture: Everything You Must Know (October 2026)HardwareMay 28, 202612 min readRead
Best Open Source LLMsTutorialsMay 27, 202617 min readRead
NVIDIA A100 Specs: 40GB vs 80GB, PCIe vs SXM (2026)HardwareMay 21, 202612 min readRead
NVIDIA L40 vs A100: Full comparison (October 2026)HardwareMay 20, 202613 min readRead
How to Use ComfyUI: Local and Cloud Guide (October 2026)TutorialsMay 19, 202612 min readRead
Forge Neo UI: How to Generate Images (October 2026)TutorialsMay 14, 20268 min readRead
NVIDIA L40 vs L40S: Specs, FP8 Benchmarks, and Cloud Pricing (2026)HardwareMay 6, 202616 min readRead
How to Run Unsloth AITutorialsMay 4, 20267 min readRead
NVIDIA Tensor Cores: Their Role in AI Training (October 2026)HardwareApr 30, 20267 min readRead
GPU Cloud Terminology: Key Terms ExplainedComparisonsApr 28, 20269 min readRead
What Are Egress Fees? Cloud GPU Cost Guide (2026)ComparisonsApr 23, 20269 min readRead
NVIDIA A40 Pricing (October 2026): Cheapest Cloud GPU RatesPricingApr 8, 20262 min readRead
NVIDIA L40 and L40S Pricing: Cloud GPU Rates (October 2026)PricingApr 8, 20268 min readRead
NVIDIA V100 Pricing (October 2026)PricingApr 7, 20265 min readRead
NVIDIA RTX A5000 Pricing: Cloud GPU Rates (October 2026)PricingApr 2, 20267 min readRead
NVIDIA B200 Pricing (October 2026)PricingApr 2, 202610 min readRead
NVIDIA RTX 6000 Ada Pricing: Cloud GPU Rates (October 2026)PricingMar 31, 20267 min readRead
NVIDIA Tesla T4 Pricing (October 2026): Is It Still Worth It?PricingMar 30, 20268 min readRead
OpenCL vs CUDA - Why NVIDIA’s Ecosystem Still Dominates in 2026GuidesMar 23, 20266 min readRead
What is GPU as a Service (GPUaaS)? Full Industry Guide (2026)GuidesMar 19, 202610 min readRead
How to Run Stable Diffusion: Requirements and SetupTutorialsMar 16, 202610 min readRead
NVIDIA RTX A6000 Pricing (October 2026): Cheapest On-Demand GPU InstancesTutorialsFeb 27, 20266 min readRead
NVIDIA RTX PRO 6000 Blackwell Pricing (October 2026)TutorialsFeb 10, 202618 min readRead
Best Cloud GPU Providers with Pre-Configured Jupyter Environments (October 2026)TutorialsNov 17, 20259 min readRead
Best Cloud GPU for AI Image Generation (October 2026)TutorialsNov 17, 202511 min readRead
Best GPU Clouds for Computer Vision Projects (October 2026)TutorialsNov 12, 202510 min readRead
Hadoop vs Spark: Performance, Cost & Use Cases (October 2026)TutorialsOct 30, 202510 min readRead
ROCm vs CUDA: Which GPU Computing System Wins in July 2026?TutorialsOct 27, 202513 min readRead
Understanding Entropy for Machine LearningTutorialsOct 24, 202511 min readRead
NVIDIA Inception Program for AI Startups (2026)TutorialsOct 20, 20257 min readRead
What is Ollama? Complete Guide to Local AI Models (October 2026)TutorialsOct 17, 202516 min readRead
NVIDIA CUDA Cores: How They Work and Why They MatterTutorialsOct 15, 202511 min readRead
Supervised Fine-Tuning Explained: Advanced LLM Training Techniques (October 2026)TutorialsOct 15, 202510 min readRead
AI GPU Rental Market Trends (October 2026): Complete Industry AnalysisTutorialsSep 28, 202516 min readRead
CoreWeave vs Thunder Compute (October 2026)ComparisonsSep 28, 20256 min readRead
Crusoe Cloud vs Thunder Compute (October 2026)ComparisonsSep 28, 20255 min readRead
Thunder Compute vs GCP for GPUs (October 2026)ComparisonsSep 28, 20256 min readRead
Hyperbolic vs Thunder Compute (October 2026)ComparisonsSep 28, 20256 min readRead
Nebius vs Thunder Compute (October 2026)ComparisonsSep 28, 20257 min readRead
CoreWeave Pricing Guide (October 2026)TutorialsSep 19, 20259 min readRead
Runpod vs Coreweave vs Thunder Compute - Full Rundown (2026)ComparisonsSep 19, 20256 min readRead
AMD MI300X Pricing: Cheapest High-Memory GPUs in the CloudTutorialsSep 16, 20253 min readRead
AWS P5 Pricing vs Thunder Compute (October 2026)ComparisonsSep 16, 20256 min readRead
Azure NC A100 vs Thunder Compute (October 2026)ComparisonsSep 16, 20256 min readRead
Cheapest Cloud GPUs: A100 from $1.09/hr (October 2026)TutorialsSep 16, 202516 min readRead
Cloud GPU Spot Instances: Availability, Interruption Rates, and When to Use Them (2026)PricingSep 16, 202513 min readRead
Top Google Colab Alternatives: Pricing, Limits, and AvailabilityTutorialsSep 16, 202516 min readRead
Free Cloud GPU Credits in 2026: 14 Programs Worth $250K+TutorialsSep 16, 20256 min readRead
Lambda vs Thunder Compute: H100, A100 Rates and Alternatives (2026)ComparisonsSep 16, 20257 min readRead
NVIDIA A100 Pricing: Cheapest On-demand GPU InstancesTutorialsSep 16, 202513 min readRead
NVIDIA H100 Pricing (October 2026): Cheapest Cloud GPU RatesTutorialsSep 16, 20254 min readRead
NVIDIA H200 Price Comparison (October 2026)TutorialsSep 16, 202517 min readRead
Best Paperspace Alternatives (October 2026): Prices and ContractsTutorialsSep 16, 20257 min readRead
Runpod Pricing vs Thunder Compute (2026): H100, A100, RTX 4090ComparisonsSep 16, 20257 min readRead
AWS Sagemaker Alternatives: Cheap Cloud GPUs (October 2026)TutorialsSep 16, 20254 min readRead
Vast.ai Alternatives (October 2026): 5 reliable, low-cost cloud GPUsTutorialsSep 16, 20258 min readRead
Vast.ai GPU Pricing 2026: H100, A100, RTX 4090 vs Thunder ComputeComparisonsSep 16, 20257 min readRead
Is Runpod better than Google Colab Pro?TutorialsSep 10, 20259 min readRead
Context-Rich Error Messages are Great for LLMsGuidesAug 20, 20252 min readRead
Best Lambda Alternatives for A100 and H100 GPUs (2026)ComparisonsAug 14, 20258 min readRead
How to Fine-tune Llama 4TutorialsAug 13, 20252 min readRead
10 tricks to cut your cloud GPU costs during developmentTutorialsAug 1, 20252 min readRead
GPU Cloud for Startups: Best Providers and Free Credits (2026)ComparisonsAug 1, 20258 min readRead
NVIDIA RTX 4090 vs A100 80GB: AI Training, Inference & Fine-tuning Compared (2026)TutorialsAug 1, 202510 min readRead
Should You Buy a GPU for AI or Rent? (RTX 4090, 5090 & PRO 6000)HardwareJun 2, 202511 min readRead
10 Runpod Alternatives: Developer-Friendly GPU Clouds (2026)ComparisonsMay 11, 202512 min readRead
What is a Neocloud? The Rise of GPU-only Clouds (October 2026)GuidesApr 25, 20259 min readRead
What is Llama 4 and How to Run it With Ollama (October 2026)Tutorials13 min readRead

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Every tutorial here works on a Thunder Compute instance. Billed by the minute, no contracts.

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