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Highest Output-Speed DeepSeek V3.2 Inference Providers

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

DigitalOcean currently ranks first at 52.0 tok/s via digitalocean.

Provider options:
14
Ranked:
14
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed DeepSeek V3.2 Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
DigitalOceandigitalocean
Output speed52.0 tok/sSpeed measurements
500-token response
10.21 s
Response starts
0.60 s
Output speed
52.0 tok/s
Endpoint details
Input price
$0.425 / 1M tokens
Output price
$1.36 / 1M tokens
Uptime (30 min)
97.38%
Context
163.8K
#2Provider / routeOutput speed49.0 tok/sSpeed measurements
500-token response
11.33 s
Response starts
1.13 s
Output speed
49.0 tok/s
Endpoint details
Input price
$0.3705 / 1M tokens
Output price
$1.11 / 1M tokens
Uptime (30 min)
90.98%
Context
131.1K
#3Provider / route
Friendlifriendli
Output speed40.0 tok/sSpeed measurements
500-token response
13.79 s
Response starts
1.29 s
Output speed
40.0 tok/s
Endpoint details
Input price
$0.5 / 1M tokens
Output price
$1.5 / 1M tokens
Uptime (30 min)
99.92%
Context
163.8K
#4Provider / route
GMICloudgmicloud/fp8
Output speed34.5 tok/sSpeed measurements
500-token response
16.54 s
Response starts
2.05 s
Output speed
34.5 tok/s
Endpoint details
Input price
$0.29 / 1M tokens
Output price
$0.43 / 1M tokens
Uptime (30 min)
99.85%
Context
163.8K
#5Provider / route
Baidu Qianfanbaidu/fp8
Output speed32.0 tok/sSpeed measurements
500-token response
16.61 s
Response starts
0.98 s
Output speed
32.0 tok/s
Endpoint details
Input price
$0.252 / 1M tokens
Output price
$0.378 / 1M tokens
Uptime (30 min)
99.95%
Context
131.1K
#6Provider / route
SiliconFlowsiliconflow/fp8
Output speed32.0 tok/sSpeed measurements
500-token response
17.25 s
Response starts
1.63 s
Output speed
32.0 tok/s
Endpoint details
Input price
$0.259 / 1M tokens
Output price
$0.42 / 1M tokens
Uptime (30 min)
99.86%
Context
163.8K
#7Provider / route
Google Vertexgoogle-vertex
Output speed27.0 tok/sSpeed measurements
500-token response
19.40 s
Response starts
0.88 s
Output speed
27.0 tok/s
Endpoint details
Input price
$0.56 / 1M tokens
Output price
$1.68 / 1M tokens
Uptime (30 min)
98.06%
Context
163.8K
#8Provider / route
SambaNovasambanova
Output speed26.0 tok/sSpeed measurements
500-token response
21.52 s
Response starts
2.29 s
Output speed
26.0 tok/s
Endpoint details
Input price
$3 / 1M tokens
Output price
$4.5 / 1M tokens
Uptime (30 min)
89.92%
Context
32.8K
#9Provider / route
StreamLakestreamlake/fp8
Output speed23.0 tok/sSpeed measurements
500-token response
23.06 s
Response starts
1.32 s
Output speed
23.0 tok/s
Endpoint details
Input price
$0.2145 / 1M tokens
Output price
$0.3218 / 1M tokens
Uptime (30 min)
99.93%
Context
128K
#10Provider / route
NovitaAInovita/fp8
Output speed23.0 tok/sSpeed measurements
500-token response
22.93 s
Response starts
1.19 s
Output speed
23.0 tok/s
Endpoint details
Input price
$0.269 / 1M tokens
Output price
$0.4 / 1M tokens
Uptime (30 min)
99.74%
Context
163.8K
#11Provider / route
DeepInfradeepinfra/fp4
Output speed17.0 tok/sSpeed measurements
500-token response
30.14 s
Response starts
0.73 s
Output speed
17.0 tok/s
Endpoint details
Input price
$0.26 / 1M tokens
Output price
$0.38 / 1M tokens
Uptime (30 min)
98.92%
Context
163.8K
#12Provider / route
Venicevenice
Output speed16.0 tok/sSpeed measurements
500-token response
32.23 s
Response starts
0.98 s
Output speed
16.0 tok/s
Endpoint details
Input price
$0.33 / 1M tokens
Output price
$0.48 / 1M tokens
Uptime (30 min)
45.60%
Context
160K
#13Provider / route
AtlasCloudatlas-cloud/fp8
Output speed7.0 tok/sSpeed measurements
500-token response
72.70 s
Response starts
1.27 s
Output speed
7.0 tok/s
Endpoint details
Input price
$0.26 / 1M tokens
Output price
$0.38 / 1M tokens
Uptime (30 min)
99.55%
Context
163.8K
#14Provider / route
Phalaphala
Output speed7.0 tok/sSpeed measurements
500-token response
75.59 s
Response starts
4.16 s
Output speed
7.0 tok/s
Endpoint details
Input price
$1 / 1M tokens
Output price
$1 / 1M tokens
Uptime (30 min)
99.05%
Context
163.8K

Endpoint data fetched .

DeepSeek V3.2 endpoint guide

How to interpret the Highest Output-Speed DeepSeek V3.2 Inference Providers

14 of 14 DeepSeek V3.2 endpoints currently have the published data required for this ranking. DigitalOcean leads at 52.0 tok/s via digitalocean. 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 DigitalOcean with the next option

Alibaba Cloud Int. currently ranks second at 49.0 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

DeepSeek V3.2 has 14 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.