Looking for recommendations on the best LLM inference infrastructure providers that can handle high volume scaling without costing a fortune for a bootstrap startup.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on the best LLM inference infrastructure providers that can handle high volume scaling without costing a fortune for a bootstrap startup.
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 best LLM inference providers pricing high volume startups Together AI Fireworks AI Groq DeepInfra Baseten Modal Runpod pricing Google ↗
LLM inference hosting provider pricing per million tokens 2026 open source models scaling Google ↗
- deepinfra.com · deepinfra.com
- together.ai · together.ai
- fireworks.ai · fireworks.ai
- runpod.io · runpod.io
- modal.com · modal.com
- baseten.co · baseten.co
- groq.com · groq.com
- 11 Best Open-Source LLM Hosting Providers in 2026 · digitalocean.com
- Best LLM inference providers 2026: 16+ on cost per outcome · cloudzero.com
- Best LLM Inference Providers (2026): Groq Alternatives Compared · agentscamp.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best LLM inference providers pricing high volume startups Together AI Fireworks AI Groq DeepInfra Baseten Modal Runpod pricing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LLM inference hosting provider pricing per million tokens 2026 open source models scaling OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |