Which managed LLM inference providers currently offer the lowest latency and highest uptime for high-volume enterprise applications requiring immediate deployment?
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The searches the AI actually ran for this prompt.
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Which managed LLM inference providers currently offer the lowest latency and highest uptime for high-volume enterprise applications requiring immediate deployment?
3 real searches · 1 real-search pass
managed LLM inference providers latency uptime SLA enterprise 2026 AWS Bedrock Google Vertex AI Azure AI Foundry Groq Fireworks Together CerebrasGoogle ↗
OBSERVED
LLM inference provider benchmark latency throughput enterprise SLA uptime 2026Google ↗
OBSERVED
managed inference provider status SLA uptime Groq Fireworks Together AI Baseten 2026Google ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
managed LLM inference providers latency uptime SLA enterprise 2026 AWS Bedrock Google Vertex AI Azure AI Foundry Groq Fireworks Together Cerebras Google ↗
LLM inference provider benchmark latency throughput enterprise SLA uptime 2026 Google ↗
managed inference provider status SLA uptime Groq Fireworks Together AI Baseten 2026 Google ↗
- LLM Inference Provider Benchmark 2026 · openbenchmarks.com
- Inference at Scale with Dedicated Deployments · baseten.co
- Baseten Status · baseten.statuspage.io
- Baseten · baseten.co
- Fireworks for enterprise · fireworks.ai
- Fireworks on Microsoft Foundry · azure.microsoft.com
- Best LLM Inference Provider 2026: Speed and Accuracy · openbenchmarks.com
- Fireworks AI · fireworks.ai
- Service tiers for optimizing performance and cost · docs.aws.amazon.com
- Managed Inference Providers: Uptime SLAs and Credits · andrew.ooo
- Gemini Online Inference API on Gemini Enterprise Agent Platform Service Level Agreement (SLA) · cloud.google.com
- Performance Tier · wxw.boats
- Amazon Bedrock · aws.amazon.com
- July 2026 LLM Provider Benchmark Report · trustedrouter.com
- Google Vertex AI · cloud.google.com
- GitHub - openbenchmarks-labs/inference: Open, independent benchmark on LLM inference providers: same GLM 5.3 Flash, 600 paired requests each. Latency, tokens per second and task success. Baseten, DeepInfra, Fireworks AI, Modal, Nebius, Novita AI, Parasail, Telnyx, Together AI, Z.AI. Python runner and public data. · github.com
- Modal · modal.com
- Groq uptime and outage history · uptimeproject.org
- Groq · groq.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
managed LLM inference providers latency uptime SLA enterprise 2026 AWS Bedrock Google Vertex AI Azure AI Foundry Groq Fireworks Together Cerebras OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LLM inference provider benchmark latency throughput enterprise SLA uptime 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
managed inference provider status SLA uptime Groq Fireworks Together AI Baseten 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |