Fluidstack VS RunInfra
Compare Fluidstack VS RunInfra, what is the difference between Fluidstack and RunInfra?
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Summarize
Fluidstack summarize
Fluidstack Landing Page
RunInfra summarize
Tell RunInfra what you need and it builds the production API. No dashboards. No config. Describe any open source model or full app in plain language. We optimize it for real: benchmark GPUs, quantize the model, generate custom CUDA kernels with our Forge agent. It runs faster and cheaper than standard hosting. Build voice (speech → AI → speech), doc search, vision, or model routing, all in one chat. Pay per million tokens. Scale to zero. Run managed or on your own GPUs.
RunInfra Landing Page
Compare Details
Fluidstack details
| Categories | AI Developer Tools, AI Models, Large Language Models (LLMs) |
| Fluidstack Website | https://fluidstack.io?utm_source=toolify |
| Added Time | December 25 2023 |
| Fluidstack Pricing | -- |
RunInfra details
| Categories | AI Developer Tools, Large Language Models (LLMs), AI API, Open Source AI Models |
| RunInfra Website | https://runinfra.ai?utm_source=toolify |
| Added Time | July 07 2026 |
| RunInfra Pricing | -- |
Comparison of usage
How to use Fluidstack?
To use Fluidstack, you can either reserve a large-scale GPU cluster for AI training and inference or launch on-demand GPU instances. The platform offers fully managed Kubernetes or Slurm environments, and you can contact their engineers for support.
How to use RunInfra?
Describe your model workload or paste an open-source model from Hugging Face in plain English. RunInfra's automated system will draft an execution plan, benchmark the model across serving engines and GPU configurations, and optimize it. Once the optimal setup is found, you can deploy it as a fully managed API endpoint or export the containerized deployment kit to self-host on your own hardware.
Compare Pros between Fluidstack and RunInfra
Core features of Fluidstack
- Access to thousands of NVIDIA GPUs (H100, A100, H200, GB200)
- Fully managed infrastructure with Slurm and Kubernetes
- Large scale GPU clusters for training and inference
- On-demand GPU instances
- 24/7 support with 15-minute response times
- 99% uptime guarantee
Core features of RunInfra
- No-config plain language model deployment
- Automated serving engine benchmarking (vLLM, SGLang, TensorRT-LLM)
- Forge agent for custom CUDA kernel generation and tuning
- Multi-format model quantization (AWQ, GPTQ, FP8)
- Exportable, open-source stack deployment kits (Dockerfile, yaml)
- Scale-to-zero managed hosting with pay-per-million-token pricing
- Multi-cloud deployment targeting (RunInfra Cloud, Modal, RunPod, Vast.ai)
Compare Use Cases
Use cases for Fluidstack
- Training large AI models
- Running inference at scale
- Deploying and managing GPU clusters
- Accelerating machine learning product development
Use cases for RunInfra
- Deploying open-source LLMs like Llama 3.3 or Qwen 2.5 with optimized latency and cost
- Building real-time multimodal voice pipelines using Whisper and vLLM-Omni
- Quantizing large models like Qwen 2.5 Coder 32B to fit onto smaller, cheaper GPUs
- Generating a fully transparent and exportable Docker stack for self-hosted enterprise AI workloads
Different Plan between Fluidstack and RunInfra
Fluidstack
Sorry, there are no data
RunInfra
Free
$5 in free credits for new accounts to try out optimization and benchmarking.
$100 per month
Includes 105 credits ($1 = 1 credit). Includes quantization (AWQ, GPTQ, FP8), standard GPU access (T4, L4, L40S, A100, H100), managed scale-to-zero OpenAI-compatible endpoints, and exportable deployment kits.
Custom pricing
Includes everything in Core plus self-hosted and custom-GPU deployment, B200/H200 GPU access, audit logs, RBAC, SOC 2 Type II compliance, custom SLAs up to 99.99%, and a dedicated CSM.
Fluidstack's traffic
Fluidstack is the one with 91.5K monthly visits and 00:01:43 Avg.visit duration. Fluidstack has a Page per visit of 2.80 and a bounce rate of 38.29%.
Visit Over Time
| Monthly Visits | 91.5K |
| Avg·visit Duration | 00:01:43 |
| Page per Visit | 2.80 |
| Bounce Rate | 38.29% |
RunInfra's traffic
RunInfra is the one with 9.0K monthly visits and 00:00:43 Avg.visit duration. RunInfra has a Page per visit of 2.04 and a bounce rate of 43.50%.
Visit Over Time
| Monthly Visits | 9.0K |
| Avg·visit Duration | 00:00:43 |
| Page per Visit | 2.04 |
| Bounce Rate | 43.50% |
Geography
The top 5 countries/regions for Fluidstack are:United States 85.94%, United Kingdom 5.40%, India 1.75%, Canada 1.34%, Spain 1.33%
Top 5 Countries/regions
 | 85.94% |
 | 5.40% |
 | 1.75% |
 | 1.34% |
 | 1.33% |
Geography
The top 3 countries/regions for RunInfra are:United States 82.81%, India 10.61%, Pakistan 6.58%
Top 3 Countries/regions
| 82.81% |
| 10.61% |
 | 6.58% |
Traffic Sources
The 6 main sources of traffic to Fluidstack are:vs_sourcesSocialOrganic 38.56%, vs_sourcesSearchOrganic 31.80%, Direct 23.22%, Referrals 3.72%, Mail 1.84%, vs_sourcesGenAi 0.86%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSocialOrganic | 38.56% |
vs_sourcesSearchOrganic | 31.80% |
Direct | 23.22% |
Referrals | 3.72% |
Mail | 1.84% |
vs_sourcesGenAi | 0.86% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Traffic Sources
The 6 main sources of traffic to RunInfra are:Referrals 48.96%, Direct 48.91%, vs_sourcesGenAi 2.13%, Mail 0.00%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%, vs_sourcesSearchOrganic 0.00%, vs_sourcesSocialOrganic 0.00%
Referrals | 48.96% |
Direct | 48.91% |
vs_sourcesGenAi | 2.13% |
Mail | 0.00% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
vs_sourcesSearchOrganic | 0.00% |
vs_sourcesSocialOrganic | 0.00% |
Which is better: Fluidstack or RunInfra?
Fluidstack might be a bit more popular than RunInfra.As you can see, Fluidstack has 91.5K monthly visits, while RunInfra has 9.0K monthly visits. So more people choose Fluidstack. So the odds are that people will recommend Fluidstack more on social platforms.
Fluidstack has an Avg.visit duration of 00:01:43, while RunInfra has an Avg.visit duration of 00:00:43. Also, Fluidstack has a page per visit of 2.80 and a Bounce Rate of 38.29%. RunInfra has a page per visit of 2.04 and a Bounce Rate of 43.50%.
The main users of Fluidstack are United States, United Kingdom, India, Canada, Spain, with the following distribution: 85.94%, 5.40%, 1.75%, 1.34%, 1.33%.
The main users of RunInfra are United States, India, Pakistan, with the following distribution: 82.81%, 10.61%, 6.58%.
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