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Most Reliable Llama 4 Scout Inference Providers

Ranks providers by the uptime OpenRouter measured during the latest 30-minute window.

DeepInfra currently ranks first at 100.00% via deepinfra/fp8.

Provider options:
4
Ranked:
4
Metric:
Uptime (last 30 min)

Highest uptime endpoint ranking

Most Reliable Llama 4 Scout Inference Providers
RankProvider / routeUptime (last 30 min)Speed measurementsEndpoint details
#1Provider / route
DeepInfradeepinfra/fp8
Uptime (last 30 min)100.00%Speed measurements
500-token response
17.04 s
Response starts
0.37 s
Output speed
30.0 tok/s
Endpoint details
Input price
$0.1 / 1M tokens
Output price
$0.3 / 1M tokens
Uptime (30 min)
100.00%
Context
327.7K
#2Provider / route
Google Vertexgoogle-vertex/us-east5
Uptime (last 30 min)100.00%Speed measurements
500-token response
11.21 s
Response starts
0.79 s
Output speed
48.0 tok/s
Endpoint details
Input price
$0.25 / 1M tokens
Output price
$0.7 / 1M tokens
Uptime (30 min)
100.00%
Context
1.3M
#3Provider / route
NovitaAInovita/bf16
Uptime (last 30 min)99.98%Speed measurements
500-token response
39.05 s
Response starts
0.58 s
Output speed
13.0 tok/s
Endpoint details
Input price
$0.18 / 1M tokens
Output price
$0.59 / 1M tokens
Uptime (30 min)
99.98%
Context
131.1K
#4Provider / route
Groqgroq
Uptime (last 30 min)99.94%Speed measurements
500-token response
18.68 s
Response starts
0.17 s
Output speed
27.0 tok/s
Endpoint details
Input price
$0.11 / 1M tokens
Output price
$0.34 / 1M tokens
Uptime (30 min)
99.94%
Context
131.1K

Endpoint data fetched .

Llama 4 Scout endpoint guide

How to interpret the Most Reliable Llama 4 Scout Inference Providers

4 of 4 Llama 4 Scout endpoints currently have the published data required for this ranking. DeepInfra leads at 100.00% via deepinfra/fp8. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How recent uptime is ranked

The reliability ranking uses the published 30-minute endpoint uptime measurement. This short operational window can reveal current instability, but it is not a service-level agreement or a substitute for longer-term availability monitoring.

Compare DeepInfra with the next option

Google Vertex currently ranks second at 100.00%. Compare that gap with input and output price, response-start time, output speed, 30-minute uptime, context length, and the exact route before deciding whether first place is meaningful for your workload.

Use the route, not only the provider name

Llama 4 Scout has 4 published provider options, and performance data is matched to each exact OpenRouter routing tag. Different quantization, context, regional deployment, or provider configuration can change price and behavior even when the underlying model name is identical.