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Highest Output-Speed Llama 3.2 3B Instruct Inference Providers

Ranks providers by their recent typical output speed in tokens per second. Providers without enough recent data remain visible after ranked rows.

Parasail currently ranks first at 71.0 tok/s via parasail/bf16.

Provider options:
2
Ranked:
2
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Llama 3.2 3B Instruct Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Parasailparasail/bf16
Output speed71.0 tok/sSpeed measurements
500-token response
7.36 s
Response starts
0.32 s
Output speed
71.0 tok/s
Endpoint details
Input price
$0.05 / 1M tokens
Output price
$0.33 / 1M tokens
Uptime (30 min)
100.00%
Context
131.1K
#2Provider / route
Cloudflarecloudflare
Output speed69.0 tok/sSpeed measurements
500-token response
7.45 s
Response starts
0.20 s
Output speed
69.0 tok/s
Endpoint details
Input price
$0.0509 / 1M tokens
Output price
$0.335 / 1M tokens
Uptime (30 min)
100.00%
Context
80K

Endpoint data fetched .

Llama 3.2 3B Instruct endpoint guide

How to interpret the Highest Output-Speed Llama 3.2 3B Instruct Inference Providers

2 of 2 Llama 3.2 3B Instruct endpoints currently have the published data required for this ranking. Parasail leads at 71.0 tok/s via parasail/bf16. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How generation throughput is ranked

The output-speed ranking compares recent median generated tokens per second. It favors routes that complete long generations quickly, while first-token latency remains a separate measure of how responsive the endpoint feels at the beginning.

Compare Parasail with the next option

Cloudflare currently ranks second at 69.0 tok/s. 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 3.2 3B Instruct has 2 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.