DeepSeek: DeepSeek V3.2 provider comparison

deepseek/deepseek-v3.2

DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...

Endpoints:: 14
Context:: 163.8K
Input:: text
Output:: text

Compare this model in a set →

At a glance

Comparison winners

Based on 1,000 input and 500 output tokens using the latest published median speed data.

Best cost/speed trade-off

Baidu Qianfanbaidu/fp8

$0.294 / 1M tokens

13.01 s estimated response

Cheapest

StreamLakestreamlake/fp8

$0.2503 / 1M tokens

$0.00037537 for the sample request

Fastest

Friendlifriendli

10.63 s estimated response

$0.8333 / 1M tokens

Visual comparison

Price and performance charts

Compare published endpoint pricing and estimated response time visually.

Effective price by endpoint

USD per 1 million tokens for input and output. Lower is better.

StreamLake has the lowest estimated cost for 1,000 input and 500 output tokens at $0.00037537.

Estimated cost vs. response time

Based on 1,000 input and 500 output tokens. Cost is shown in USD per 1 million tokens. Lower and further left is better; the single best cost/speed trade-off appears at full opacity.

14 providers have complete pricing and speed data. Baidu Qianfan is closest to the ideal combination of lowest cost and fastest response.

Server-rendered comparison

Provider endpoints

Prompt and completion prices are effective USD per token as published by OpenRouter. Missing speed data never removes an endpoint.

Rank providers by

Endpoint comparison for DeepSeek: DeepSeek V3.2
Provider / route	Current pricing ↗	Speed measurements	Endpoint details
Provider / route StreamLake`streamlake/fp8` Cheapest	Current pricing Input price $0.2145 / 1M tokens Output price $0.3218 / 1M tokens Sample cost $0.00037537 Discount 25.0%	Speed measurements 500-token response 23.02 s Response starts 1.28 s Output speed 23.0 tok/s	Endpoint details Uptime (30 min) 98.53% Context 128K Model format fp8 Max output 64K 13 parameters frequency_penalty, include_reasoning, logprobs, max_tokens, reasoning, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_logprobs, top_p
Provider / route Baidu Qianfan`baidu/fp8` Best cost/speed trade-off	Current pricing Input price $0.252 / 1M tokens Output price $0.378 / 1M tokens Sample cost $0.000441	Speed measurements 500-token response 13.01 s Response starts 0.81 s Output speed 41.0 tok/s	Endpoint details Uptime (30 min) 96.95% Context 131.1K Model format fp8 Max output 65.5K 11 parameters include_reasoning, max_tokens, reasoning, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_p
Provider / route SiliconFlow`siliconflow/fp8`	Current pricing Input price $0.259 / 1M tokens Output price $0.42 / 1M tokens Sample cost $0.000469	Speed measurements 500-token response 17.30 s Response starts 1.68 s Output speed 32.0 tok/s	Endpoint details Uptime (30 min) 96.26% Context 163.8K Model format fp8 Max output 163.8K 11 parameters frequency_penalty, include_reasoning, max_tokens, reasoning, response_format, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route DeepInfra`deepinfra/fp4`	Current pricing Input price $0.26 / 1M tokens Output price $0.38 / 1M tokens Sample cost $0.00045	Speed measurements 500-token response 32.00 s Response starts 0.75 s Output speed 16.0 tok/s	Endpoint details Uptime (30 min) 97.97% Context 163.8K Model format fp4 Max output 16.4K 17 parameters frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route AtlasCloud`atlas-cloud/fp8`	Current pricing Input price $0.26 / 1M tokens Output price $0.38 / 1M tokens Sample cost $0.00045	Speed measurements 500-token response 42.95 s Response starts 1.28 s Output speed 12.0 tok/s	Endpoint details Uptime (30 min) 99.43% Context 163.8K Model format fp8 Max output 163.8K 19 parameters frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route NovitaAI`novita/fp8`	Current pricing Input price $0.269 / 1M tokens Output price $0.4 / 1M tokens Sample cost $0.000469	Speed measurements 500-token response 23.87 s Response starts 1.14 s Output speed 22.0 tok/s	Endpoint details Uptime (30 min) 99.26% Context 163.8K Model format fp8 Max output 65.5K 13 parameters frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, repetition_penalty, seed, stop, temperature, tool_choice, tools, top_k, top_p
Provider / route GMICloud`gmicloud/fp8`	Current pricing Input price $0.29 / 1M tokens Output price $0.43 / 1M tokens Sample cost $0.000505	Speed measurements 500-token response 15.50 s Response starts 1.99 s Output speed 37.0 tok/s	Endpoint details Uptime (30 min) 99.42% Context 163.8K Model format fp8 Max output N/a 8 parameters include_reasoning, max_tokens, reasoning, seed, temperature, tool_choice, tools, top_p
Provider / route Venice`venice`	Current pricing Input price $0.33 / 1M tokens Output price $0.48 / 1M tokens Sample cost $0.00057	Speed measurements 500-token response 32.14 s Response starts 0.89 s Output speed 16.0 tok/s	Endpoint details Uptime (30 min) 90.35% Context 160K Model format unknown Max output 32.8K 13 parameters frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route Alibaba Cloud Int.`alibaba`	Current pricing Input price $0.3705 / 1M tokens Output price $1.11 / 1M tokens Sample cost $0.00092625 Discount 35.0%	Speed measurements 500-token response 14.66 s Response starts 1.15 s Output speed 37.0 tok/s	Endpoint details Uptime (30 min) 93.76% Context 131.1K Model format unknown Max output 65.5K 11 parameters include_reasoning, max_tokens, presence_penalty, reasoning, response_format, seed, structured_outputs, temperature, tool_choice, tools, top_p
Provider / route DigitalOcean`digitalocean`	Current pricing Input price $0.425 / 1M tokens Output price $1.36 / 1M tokens Sample cost $0.001105	Speed measurements 500-token response 11.09 s Response starts 0.67 s Output speed 48.0 tok/s	Endpoint details Uptime (30 min) 92.01% Context 163.8K Model format unknown Max output 128K 7 parameters include_reasoning, logprobs, max_tokens, reasoning, temperature, top_logprobs, top_p
Provider / route Friendli`friendli` Fastest	Current pricing Input price $0.5 / 1M tokens Output price $1.5 / 1M tokens Sample cost $0.00125	Speed measurements 500-token response 10.63 s Response starts 0.43 s Output speed 49.0 tok/s	Endpoint details Uptime (30 min) 99.87% Context 163.8K Model format unknown Max output 163.8K 18 parameters frequency_penalty, include_reasoning, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route Google Vertex`google-vertex`	Current pricing Input price $0.56 / 1M tokens Output price $1.68 / 1M tokens Sample cost $0.0014	Speed measurements 500-token response 18.91 s Response starts 1.06 s Output speed 28.0 tok/s	Endpoint details Uptime (30 min) 99.85% Context 163.8K Model format unknown Max output 65.5K 17 parameters frequency_penalty, include_reasoning, logprobs, max_tokens, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route Phala`phala`	Current pricing Input price $1 / 1M tokens Output price $1 / 1M tokens Sample cost $0.0015	Speed measurements 500-token response 87.64 s Response starts 4.31 s Output speed 6.0 tok/s	Endpoint details Uptime (30 min) 98.09% Context 163.8K Model format unknown Max output 64K 16 parameters frequency_penalty, include_reasoning, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route SambaNova`sambanova`	Current pricing Input price $3 / 1M tokens Output price $4.5 / 1M tokens Sample cost $0.00525	Speed measurements 500-token response 15.90 s Response starts 2.39 s Output speed 37.0 tok/s	Endpoint details Uptime (30 min) 98.22% Context 32.8K Model format unknown Max output 7.2K 9 parameters include_reasoning, logprobs, max_tokens, reasoning, stop, temperature, top_k, top_logprobs, top_p

Endpoint data fetched Jul 15, 2026, 11:17 PM UTC.

DeepSeek V3.2 deployment guide

How to choose a DeepSeek V3.2 inference provider

DeepSeek V3.2 is indexed here as a text model by DeepSeek, with 14 provider endpoints from StreamLake, Baidu Qianfan, SiliconFlow, DeepInfra, AtlasCloud, and others. The comparison preserves each exact OpenRouter routing tag so pricing and performance observations can be connected to the route an application would actually request.

Match the endpoint to the workload

The model publishes a 163.8K-token context window. It accepts text input and returns text output. 19 distinct supported parameters appear across the listed routes. Confirm limits on the specific endpoint rather than assuming every host exposes the same configuration.

Compare the real request economics

StreamLake currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.00037537. Input-heavy and output-heavy applications can produce a different result, so review both per-million-token prices in the endpoint table.

Balance response start and generation speed

Friendli currently has the shortest estimated 500-token response at 10.63 seconds. Baidu Qianfan is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.