Buyer prompt · published evidence
Which LLM API providers have the best global availability and uptime?
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- commercial
- Model providers
- 3
- Categories
- 1
- Last observed
- Sep 10, 2026, 12:00 AM UTC
Competitive outcome
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | OpenAIopenai.com ↗ | Brands | 2 | 8 | 0 | Openai · Gemini |
| 02 | Google Geminiai.google.dev ↗ | Brands | 2 | 3 | 0 | Openai · Gemini |
| 03 | Microsoft Azure AIazure.microsoft.com ↗ | Brands | 2 | 2 | 0 | Openai · Gemini |
| 04 | Mistral AImistral.ai ↗ | Brands | 2 | 2 | 0 | Openai · Gemini |
| 05 | Fireworks AIfireworks.ai ↗ | Brands | 2 | 1 | 2 | Openai · Gemini |
| 06 | Anthropicanthropic.com ↗ | Brands | 1 | 4 | 0 | Openai |
| 07 | Amazon Bedrockaws.amazon.com ↗ | Brands | 1 | 2 | 0 | Openai |
| 08 | Groqgroq.com ↗ | Brands | 1 | 2 | 0 | Gemini |
| 09 | OpenRouteropenrouter.ai ↗ | Brands | 1 | 2 | 0 | Gemini |
| 10 | Cerebrascerebras.ai ↗ | Brands | 1 | 1 | 0 | Gemini |
| 11 | Coherecohere.com ↗ | Brands | 1 | 1 | 0 | Openai |
| 12 | Together AItogether.ai ↗ | Brands | 1 | 1 | 0 | Gemini |
Model comparison
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Brands | OpenAI · Anthropic · Google Gemini · Mistral AI · Cohere · Microsoft Azure AI · Amazon Bedrock · Fireworks AI | 5 | 5 | 8f896dc0…2e4b1 |
| Anthropic | anthropic/claude-haiku-4-5 | Brands | None observed | 0 | 0 | 9851cf14…2173a |
| Gemini | google/gemini-2.5-flash | Brands | OpenAI · Google Gemini · Mistral AI · Microsoft Azure AI · Together AI · Groq · Fireworks AI · OpenRouter · Cerebras | 7 | 7 | 5bfd590e…09eb5 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.
| Domain | Cited page | Best position | Providers | Observations | Categories |
|---|---|---|---|---|---|
| futureagi.substack.com | https://futureagi.substack.com/p/top-11-llm-api-providers-in-2026 ↗ | 1 | Openai · Gemini | 2 | Brands |
| youtube.com | https://youtube.com/watch?v=a3R0_ygdNXI ↗ | 1 | Openai | 1 | Brands |
| fireworks.ai | https://fireworks.ai/blog/best-llm-api-providers ↗ | 2 | Openai · Gemini | 2 | Brands |
| digitalocean.com | https://digitalocean.com/resources/articles/llm-api-providers ↗ | 3 | Openai · Gemini | 2 | Brands |
| web-alert.io | https://web-alert.io/blog/ai-llm-api-monitoring-openai-anthropic-uptime ↗ | 3 | Openai | 1 | Brands |
| openmodels.run | https://openmodels.run/providers ↗ | 4 | Gemini | 1 | Brands |
| braintrust.dev | https://braintrust.dev/articles/best-unified-llm-api-providers-2026 ↗ | 5 | Gemini | 1 | Brands |
| llmgateway.io | https://llmgateway.io/ ↗ | 6 | Gemini | 1 | Brands |
| youtube.com | https://youtube.com/watch?v=sHOwbyMbun0 ↗ | 7 | Gemini | 1 | Brands |