RunInfra VS exe.dev
Compare RunInfra VS exe.dev, what is the difference between RunInfra and exe.dev?
You may like
Summarize
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
exe.dev summarize
exe.dev Landing Page
Compare Details
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 | -- |
exe.dev details
| Categories | AI Developer Tools, AI Agent, AI App Builder |
| exe.dev Website | https://exe.dev?utm_source=toolify |
| Added Time | August 21 2026 |
| exe.dev Pricing | -- |
Comparison of usage
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.
How to use exe.dev?
Create an exe.dev account and choose a plan, then launch a VM using the exe.dev command-line interface or web interface. Use commands such as "ssh exe.dev new" to create a machine, optionally specifying its name, image, prompt, or disk size. Once ready, connect through SSH, access applications through HTTPS proxy URLs, or use Shelley as a built-in web coding agent. Teams can manage users and permissions through administrative controls and SSO.
Compare Pros between RunInfra and exe.dev
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)
Core features of exe.dev
- Instant disposable and persistent Linux VMs
- SSH access, HTTPS application proxying, root privileges, apt, and systemd
- Built-in Shelley web coding agent for developers and AI agents
- API-first VM creation and management
- Private-by-default infrastructure with IAM-based sharing
- Configurable CPU, memory, and disk resources
- Pooled resources that support multiple VMs and burstable team capacity
- Support for development, sandbox, VPS, data analysis, and production workloads
Compare Use Cases
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
Use cases for exe.dev
- Create disposable Linux sandboxes for AI coding agents
- Build and host web applications on persistent cloud VMs
- Develop remotely over SSH from a laptop, tablet, or phone
- Give an AI agent a fresh machine and a natural-language coding task
- Run data analysis workflows using SQL and visualization tools
- Create shared team development environments with IAM and SSO
- Prototype applications before deploying them to production
- Host lightweight services with HTTPS access and persistent storage
Different Plan between RunInfra and exe.dev
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.
exe.dev
$20/month
50 VMs, 100 GB pooled disk, and 200 GB data transfer
$25/user/month
50 VMs per user, 100 GB pooled disk, 250 GB data transfer, admin and user management, and SSO
$35.84/hour
512 vCPU, 2,048 GB RAM, thousands of VMs with pooled disks, admin and user management, SSO, and AWS VPC integration
$0.08/GB/month
Charged for disk usage beyond the included allocation
$0.05/GB/month
Charged for data transfer beyond the included allocation
RunInfra's traffic
RunInfra is the one with 1.3K monthly visits and 00:00:04 Avg.visit duration. RunInfra has a Page per visit of 1.08 and a bounce rate of 66.96%.
Visit Over Time
| Monthly Visits | 1.3K |
| Avg·visit Duration | 00:00:04 |
| Page per Visit | 1.08 |
| Bounce Rate | 66.96% |
exe.dev's traffic
exe.dev is the one with 113.3K monthly visits and 00:01:23 Avg.visit duration. exe.dev has a Page per visit of 2.25 and a bounce rate of 39.76%.
Visit Over Time
| Monthly Visits | 113.3K |
| Avg·visit Duration | 00:01:23 |
| Page per Visit | 2.25 |
| Bounce Rate | 39.76% |
Geography
The top 2 countries/regions for RunInfra are:United States 86.78%, Pakistan 13.22%
Top 2 Countries/regions
 | 86.78% |
 | 13.22% |
Geography
The top 5 countries/regions for exe.dev are:United States 41.86%, Germany 10.03%, Vietnam 6.74%, Thailand 6.39%, India 5.23%
Top 5 Countries/regions
| 41.86% |
 | 10.03% |
 | 6.74% |
 | 6.39% |
 | 5.23% |
Traffic Sources
The 6 main sources of traffic to RunInfra are:Direct 48.56%, Referrals 41.39%, vs_sourcesSocialOrganic 7.00%, vs_sourcesGenAi 3.06%, Mail 0.00%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%, vs_sourcesSearchOrganic 0.00%
Direct | 48.56% |
Referrals | 41.39% |
vs_sourcesSocialOrganic | 7.00% |
vs_sourcesGenAi | 3.06% |
Mail | 0.00% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
vs_sourcesSearchOrganic | 0.00% |
Traffic Sources
The 6 main sources of traffic to exe.dev are:Direct 57.80%, vs_sourcesSocialOrganic 20.45%, vs_sourcesSearchOrganic 9.33%, Referrals 9.21%, Mail 2.50%, vs_sourcesGenAi 0.55%, vs_sourcesSocialPaid 0.17%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%
Direct | 57.80% |
vs_sourcesSocialOrganic | 20.45% |
vs_sourcesSearchOrganic | 9.33% |
Referrals | 9.21% |
Mail | 2.50% |
vs_sourcesGenAi | 0.55% |
vs_sourcesSocialPaid | 0.17% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
Which is better: RunInfra or exe.dev?
exe.dev might be a bit more popular than RunInfra.As you can see, RunInfra has 1.3K monthly visits, while exe.dev has 113.3K monthly visits. So more people choose exe.dev. So the odds are that people will recommend exe.dev more on social platforms.
RunInfra has an Avg.visit duration of 00:00:04, while exe.dev has an Avg.visit duration of 00:01:23. Also, RunInfra has a page per visit of 1.08 and a Bounce Rate of 66.96%. exe.dev has a page per visit of 2.25 and a Bounce Rate of 39.76%.
The main users of RunInfra are United States, Pakistan, with the following distribution: 86.78%, 13.22%.
The main users of exe.dev are United States, Germany, Vietnam, Thailand, India, with the following distribution: 41.86%, 10.03%, 6.74%, 6.39%, 5.23%.
See other comparisons
Featured*
