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Fastest First-Token Mistral Small 3.2 24B Inference Providers

Ranks providers by how quickly the first generated token appears. Providers without enough recent data remain visible after ranked rows.

Mistral currently ranks first at 0.27 s via mistral.

Provider options:
4
Ranked:
4
Metric:
Time to first token

Fastest first token endpoint ranking

Fastest First-Token Mistral Small 3.2 24B Inference Providers
RankProvider / routeTime to first tokenSpeed measurementsEndpoint details
#1Provider / route
Mistralmistral
Time to first token0.27 sSpeed measurements
500-token response
5.17 s
Response starts
0.27 s
Output speed
102.0 tok/s
Endpoint details
Input price
$0.1 / 1M tokens
Output price
$0.3 / 1M tokens
Uptime (30 min)
99.98%
Context
131.1K
#2Provider / route
Parasailparasail/bf16
Time to first token0.37 sSpeed measurements
500-token response
21.20 s
Response starts
0.37 s
Output speed
24.0 tok/s
Endpoint details
Input price
$0.09 / 1M tokens
Output price
$0.3 / 1M tokens
Uptime (30 min)
99.90%
Context
131.1K
#3Provider / route
DeepInfradeepinfra/fp8
Time to first token0.38 sSpeed measurements
500-token response
11.49 s
Response starts
0.38 s
Output speed
45.0 tok/s
Endpoint details
Input price
$0.075 / 1M tokens
Output price
$0.2 / 1M tokens
Uptime (30 min)
99.82%
Context
128K
#4Provider / route
Venicevenice/fp8
Time to first token0.51 sSpeed measurements
500-token response
14.02 s
Response starts
0.51 s
Output speed
37.0 tok/s
Endpoint details
Input price
$0.0938 / 1M tokens
Output price
$0.25 / 1M tokens
Uptime (30 min)
98.83%
Context
256K

Endpoint data fetched .

Mistral Small 3.2 24B endpoint guide

How to interpret the Fastest First-Token Mistral Small 3.2 24B Inference Providers

4 of 4 Mistral Small 3.2 24B endpoints currently have the published data required for this ranking. Mistral leads at 0.27 s via mistral. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How response-start time is ranked

The first-token ranking orders endpoints by the recent median time before output begins. This is useful for interactive applications, but it should be read alongside throughput because the first provider to start is not always the first to finish a long answer.

Compare Mistral with the next option

Parasail currently ranks second at 0.37 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

Mistral Small 3.2 24B 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.