Startup ML Founder
AI recommendation signal analysis across 125 domains for the Startup ML Founder persona in GPU AI Infrastructure Vendors.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Startup ML Founder questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- GPU cloud pricing H100 H200 B200 AI infrastructure startups API serverless GPUs pricing
- best GPU cloud providers AI startups H100 H200 on demand pricing API
- AI inference infrastructure startup serverless GPU pricing latest accelerators
- GPU cloud provider startup credits AI infrastructure H100 pricing
- RunPod serverless GPU cloud pricing API H100 B200
- Lambda GPU cloud pricing H100 H200 B200 official
- Modal serverless GPU pricing H100 inference training official
- CoreWeave cloud GPU infrastructure startups pricing official
- Vast.ai GPU rental pricing API H100 B200 official
- Nebius AI Cloud GPU pricing H100 H200 B200 official
- Together AI inference GPU cloud pricing fine tuning official
- Baseten model inference pricing autoscaling GPUs official
- Replicate pricing GPUs deployments autoscaling official
- Fireworks AI pricing serverless dedicated deployments official inference
- Lambda Cloud GPU pricing official H100 H200 B200
- Shadeform GPU cloud API pricing H100 H200 official
- site:lambda.ai/service/gpu-cloud pricing Lambda GPU cloud H100 B200
- Lambda GPU Cloud on-demand pricing H100 B200 lambda.ai
- "together.ai" OR "fireworks.ai" OR "deepinfra.com"
- top GPU cloud providers for AI startups H100 A100 serverless inference
- best GPU cloud startups AI infrastructure scale pricing developer friendly
- "baseten.co" OR "replicate.com"
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| "baseten.co" or "replicate.com" | 1 | Gemini 3.5 Flash |
| "together.ai" or "fireworks.ai" or "deepinfra.com" | 1 | Gemini 3.5 Flash |
| ai inference infrastructure startup serverless gpu pricing latest accelerators | 1 | GPT 5.5 |
| baseten model inference pricing autoscaling gpus official | 1 | GPT 5.5 |
| best gpu cloud providers ai startups h100 h200 on demand pricing api | 1 | GPT 5.5 |
| best gpu cloud providers for startups 2026 pay as you go on-demand h100 | 1 | Claude Sonnet 5 |
| best gpu cloud providers startups 2024 2025 pricing developer-friendly | 1 | DeepSeek V4 Pro |
| best gpu cloud startups ai infrastructure scale pricing developer friendly | 1 | Gemini 3.5 Flash |
| best gpu providers early stage startups scaling inference training | 1 | Claude Haiku 4.5 |
| coreweave cloud gpu infrastructure startups pricing official | 1 | GPT 5.5 |
| coreweave lambda labs paperspace nebius gpu cloud 2026 | 1 | Claude Haiku 4.5 |
| crusoe energy hyperbolic ai tensordock cloud gpu startups 2026 | 1 | Claude Haiku 4.5 |
| fireworks ai pricing serverless dedicated deployments official inference | 1 | GPT 5.5 |
| gpu ai infrastructure vendors startups fast provisioning pay-as-you-go | 1 | Claude Haiku 4.5 |
| gpu cloud pricing h100 h200 b200 ai infrastructure startups api serverless gpus pricing | 1 | GPT 5.5 |
| gpu cloud provider startup credits ai infrastructure h100 pricing | 1 | GPT 5.5 |
| gpu cloud startup credits no long term contract inference training | 1 | Claude Sonnet 5 |
| gpu infrastructure for ai startups no long-term contracts on-demand pricing | 1 | DeepSeek V4 Pro |
| lambda cloud gpu pricing official h100 h200 b200 | 1 | GPT 5.5 |
| lambda gpu cloud on-demand pricing h100 b200 lambda.ai | 1 | GPT 5.5 |
| lambda gpu cloud pricing h100 h200 b200 official | 1 | GPT 5.5 |
| modal serverless gpu pricing h100 inference training official | 1 | GPT 5.5 |
| nebius ai cloud gpu pricing h100 h200 b200 official | 1 | GPT 5.5 |
| replicate pricing gpus deployments autoscaling official | 1 | GPT 5.5 |
| runpod serverless gpu cloud pricing api h100 b200 | 1 | GPT 5.5 |
| shadeform gpu cloud api pricing h100 h200 official | 1 | GPT 5.5 |
| site:lambda.ai/service/gpu-cloud pricing lambda gpu cloud h100 b200 | 1 | GPT 5.5 |
| startup gpu cloud providers developer-friendly api pricing 2024 2025 | 1 | Claude Haiku 4.5 |
| together ai inference gpu cloud pricing fine tuning official | 1 | GPT 5.5 |
| top gpu cloud providers comparison rapid provisioning api-driven 2025 | 1 | DeepSeek V4 Pro |
| top gpu cloud providers for ai startups h100 a100 serverless inference | 1 | Gemini 3.5 Flash |
| vast.ai gpu rental pricing api h100 b200 official | 1 | GPT 5.5 |