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Most Reliable Llama 3.1 8B Instruct Inference Providers

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

Cloudflare currently ranks first at 100.00% via cloudflare/fp8.

Provider options:
6
Ranked:
6
Metric:
Uptime (last 30 min)

Highest uptime endpoint ranking

Most Reliable Llama 3.1 8B Instruct Inference Providers
RankProvider / routeUptime (last 30 min)Speed measurementsEndpoint details
#1Provider / route
Cloudflarecloudflare/fp8
Uptime (last 30 min)100.00%Speed measurements
500-token response
29.93 s
Response starts
0.52 s
Output speed
17.0 tok/s
Endpoint details
Input price
$0.152 / 1M tokens
Output price
$0.287 / 1M tokens
Uptime (30 min)
100.00%
Context
32K
#2Provider / route
Uptime (last 30 min)100.00%Speed measurements
500-token response
4.58 s
Response starts
0.16 s
Output speed
113.0 tok/s
Endpoint details
Input price
$0.22 / 1M tokens
Output price
$0.22 / 1M tokens
Uptime (30 min)
100.00%
Context
128K
#3Provider / route
Groqgroq
Uptime (last 30 min)100.00%Speed measurements
500-token response
5.29 s
Response starts
0.29 s
Output speed
100.0 tok/s
Endpoint details
Input price
$0.05 / 1M tokens
Output price
$0.08 / 1M tokens
Uptime (30 min)
100.00%
Context
131.1K
#4Provider / route
NovitaAInovita/fp8
Uptime (last 30 min)100.00%Speed measurements
500-token response
7.92 s
Response starts
0.46 s
Output speed
67.0 tok/s
Endpoint details
Input price
$0.02 / 1M tokens
Output price
$0.05 / 1M tokens
Uptime (30 min)
100.00%
Context
16.4K
#5Provider / route
DeepInfradeepinfra/fp8
Uptime (last 30 min)99.98%Speed measurements
500-token response
15.18 s
Response starts
0.48 s
Output speed
34.0 tok/s
Endpoint details
Input price
$0.02 / 1M tokens
Output price
$0.03 / 1M tokens
Uptime (30 min)
99.98%
Context
131.1K
#6Provider / route
DeepInfradeepinfra/bf16
Uptime (last 30 min)99.81%Speed measurements
500-token response
23.06 s
Response starts
0.33 s
Output speed
22.0 tok/s
Endpoint details
Input price
$0.02 / 1M tokens
Output price
$0.05 / 1M tokens
Uptime (30 min)
99.81%
Context
131.1K

Endpoint data fetched .

Llama 3.1 8B Instruct endpoint guide

How to interpret the Most Reliable Llama 3.1 8B Instruct Inference Providers

6 of 6 Llama 3.1 8B Instruct endpoints currently have the published data required for this ranking. Cloudflare leads at 100.00% via cloudflare/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 Cloudflare with the next option

Weights & Biases 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 3.1 8B Instruct has 6 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.