can you recommend any hosted inference providers that make scaling llm infrastructure easy for a small startup team
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
can you recommend any hosted inference providers that make scaling llm infrastructure easy for a small startup team
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Together AI Fireworks AI Baseten Modal hosted inference pricing autoscaling serverless documentation 2026 Google ↗
hosted LLM inference providers startup teams comparison Together AI Fireworks AI Baseten Modal Replicate Groq 2026 Google ↗
- https\://www\.together.ai · together.ai
- Serverless Inference · together.ai
- Build with leading AI models · together.ai
- https\://fireworks.ai · fireworks.ai
- Fireworks for startups · fireworks.ai
- Fireworks · fireworks.ai
- https\://www\.baseten.co · baseten.co
- Model Hosting: Replicate, Together, Fireworks, Groq · buildwithaitoday.com
- Best Open-Source LLM Hosting Providers in 2026 · edenai.co
- https\://modal.com · modal.com
- AI Inference Platforms 2026: Vendor Comparison · wetheflywheel.com
- https\://groq.com · groq.com
- Top 7 AI Inference Providers in 2026 · edgewisely.com
- Best LLM Inference Providers (2026) · hashlogics.com
- Groq developer console · console.groq.com
- https\://replicate.com · replicate.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Together AI Fireworks AI Baseten Modal hosted inference pricing autoscaling serverless documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
hosted LLM inference providers startup teams comparison Together AI Fireworks AI Baseten Modal Replicate Groq 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |