What is the current pricing structure for managed LLM inference infrastructure services that include automated scaling and 24/7 uptime guarantees.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current pricing structure for managed LLM inference infrastructure services that include automated scaling and 24/7 uptime guarantees.
2 real searches · 1 real-search pass
2026 managed LLM inference pricing autoscaling uptime SLA Baseten pricing Modal Runpod Together AI Fireworks AIGoogle ↗
OBSERVEDOther / navigational
official pricing managed inference GPU serverless autoscaling SLA uptime enterprise pricing Baseten Modal Runpod Fireworks Together AIGoogle ↗
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 (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
2026 managed LLM inference pricing autoscaling uptime SLA Baseten pricing Modal Runpod Together AI Fireworks AI Google ↗
official pricing managed inference GPU serverless autoscaling SLA uptime enterprise pricing Baseten Modal Runpod Fireworks Together AI Google ↗
- Cloud Pricing · baseten.co
- Pricing: Pay per second for GPUs and CPUs · modal.com
- Fireworks · fireworks.ai
- Best Dedicated Inference Endpoint Providers for Production · andrew.ooo
- www.baseten.co · baseten.co
- Inference: Serve, scale, and optimize any model · modal.com
- Best AI Inference Orchestration Platforms 2026 · omidsaffari.com
- Together AI · together.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 managed LLM inference pricing autoscaling uptime SLA Baseten pricing Modal Runpod Together AI Fireworks AI OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official pricing managed inference GPU serverless autoscaling SLA uptime enterprise pricing Baseten Modal Runpod Fireworks Together AI OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |