Real ChatGPT answer · index seedO1KLOXgnw50completeB2B software · AI and automation toolscomparison

What is the most cost-effective open source LLM hosting provider right now that won't require a dedicated DevOps engineer salary

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most cost-effective open source LLM hosting provider right now that won't require a dedicated DevOps engineer salary
1 real search · 1 real-search pass
2026 open-source LLM inference hosting providers pricing DeepInfra Together AI Fireworks Groq managed serverless comparisonGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 open-source LLM inference hosting providers pricing DeepInfra Together AI Fireworks Groq managed serverless comparison Google ↗
  1. DeepInfra · deepinfra.com
  2. 11 Best Open-Source LLM Hosting Providers in 2026 · digitalocean.com
  3. Best LLM Inference Providers (2026) · hashlogics.com
  4. Top 5 Scalable AI Inference Providers for Startups (2026) · digitalocean.com
  5. Pricing · deepinfra.com
  6. Model catalog · deepinfra.com
  7. Website · together.ai
  8. Website · fireworks.ai
  9. Website · runpod.io
  10. Website · digitalocean.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 open-source LLM inference hosting providers pricing DeepInfra Together AI Fireworks Groq managed serverless comparison
OBSERVED
Google ↗
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