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Qwen: Qwen3.5 397B A17B provider comparison

qwen/qwen3.5-397b-a17b

The Qwen3.5 series 397B-A17B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. It delivers...

Endpoints:
11
Context:
262.1K
Input:
text, image, video
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

Chuteschutes/fp8

$1.3 / 1M tokens

7.85 s estimated response

Fastest

Parasailparasail/fp8

6.37 s estimated response

$1.5333 / 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.

Alibaba Cloud Int. has the lowest estimated cost for 1,000 input and 500 output tokens at $0.00156.

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.

11 providers have complete pricing and speed data. Chutes 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.

Endpoint comparison for Qwen: Qwen3.5 397B A17B
Provider / routeCurrent pricing ↗Speed measurementsEndpoint details
Provider / route
DigitalOceandigitalocean
Current pricing
Input price
$0.385 / 1M tokens
Output price
$2.45 / 1M tokens
Sample cost
$0.00161
Speed measurements
500-token response
15.34 s
Response starts
0.63 s
Output speed
34.0 tok/s
Endpoint details
Uptime (30 min)
100.00%
Context
131.1K
Model format
unknown
Max output
N/a
11 parameters

include_reasoning, logprobs, max_tokens, reasoning, response_format, structured_outputs, temperature, tool_choice, tools, top_logprobs, top_p

Provider / route
Alibaba Cloud Int.alibaba
Cheapest
Current pricing
Input price
$0.39 / 1M tokens
Output price
$2.34 / 1M tokens
Sample cost
$0.00156
Discount
35.0%
Speed measurements
500-token response
14.50 s
Response starts
1.34 s
Output speed
38.0 tok/s
Endpoint details
Uptime (30 min)
100.00%
Context
262.1K
Model format
unknown
Max output
65.5K
12 parameters

include_reasoning, logprobs, max_tokens, presence_penalty, reasoning, response_format, seed, temperature, tool_choice, tools, top_logprobs, top_p

Provider / route
Chuteschutes/fp8
Best cost/speed trade-off
Current pricing
Input price
$0.45 / 1M tokens
Output price
$3 / 1M tokens
Sample cost
$0.00195
Speed measurements
500-token response
7.85 s
Response starts
1.83 s
Output speed
83.0 tok/s
Endpoint details
Uptime (30 min)
99.72%
Context
262.1K
Model format
fp8
Max output
65.5K
15 parameters

frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p

Provider / route
DeepInfradeepinfra/fp8
Current pricing
Input price
$0.45 / 1M tokens
Output price
$3 / 1M tokens
Sample cost
$0.00195
Speed measurements
500-token response
12.90 s
Response starts
0.70 s
Output speed
41.0 tok/s
Endpoint details
Uptime (30 min)
92.74%
Context
262.1K
Model format
fp8
Max output
81.9K
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
Parasailparasail/fp8
Fastest
Current pricing
Input price
$0.5 / 1M tokens
Output price
$3.6 / 1M tokens
Sample cost
$0.0023
Speed measurements
500-token response
6.37 s
Response starts
0.63 s
Output speed
87.0 tok/s
Endpoint details
Uptime (30 min)
99.66%
Context
262.1K
Model format
fp8
Max output
262.1K
18 parameters

frequency_penalty, include_reasoning, logit_bias, 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
AtlasCloudatlas-cloud/fp8
Current pricing
Input price
$0.55 / 1M tokens
Output price
$3.5 / 1M tokens
Sample cost
$0.0023
Speed measurements
500-token response
13.60 s
Response starts
1.70 s
Output speed
42.0 tok/s
Endpoint details
Uptime (30 min)
99.33%
Context
262.1K
Model format
fp8
Max output
65.5K
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
Phalaphala
Current pricing
Input price
$0.55 / 1M tokens
Output price
$3.5 / 1M tokens
Sample cost
$0.0023
Speed measurements
500-token response
10.69 s
Response starts
3.65 s
Output speed
71.0 tok/s
Endpoint details
Uptime (30 min)
99.25%
Context
262.1K
Model format
unknown
Max output
262.1K
15 parameters

frequency_penalty, include_reasoning, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p

Provider / route
NovitaAInovita
Current pricing
Input price
$0.6 / 1M tokens
Output price
$3.6 / 1M tokens
Sample cost
$0.0024
Speed measurements
500-token response
10.54 s
Response starts
1.28 s
Output speed
54.0 tok/s
Endpoint details
Uptime (30 min)
98.25%
Context
262.1K
Model format
unknown
Max output
65.5K
14 parameters

frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_p

Provider / route
StreamLakestreamlake
Current pricing
Input price
$0.6 / 1M tokens
Output price
$3.6 / 1M tokens
Sample cost
$0.0024
Speed measurements
500-token response
15.21 s
Response starts
6.28 s
Output speed
56.0 tok/s
Endpoint details
Uptime (30 min)
92.67%
Context
256K
Model format
unknown
Max output
64K
12 parameters

frequency_penalty, include_reasoning, logprobs, max_tokens, presence_penalty, reasoning, response_format, stop, structured_outputs, temperature, top_logprobs, top_p

Provider / route
GMICloudgmicloud/fp8
Current pricing
Input price
$0.6 / 1M tokens
Output price
$3.6 / 1M tokens
Sample cost
$0.0024
Speed measurements
500-token response
13.52 s
Response starts
2.88 s
Output speed
47.0 tok/s
Endpoint details
Uptime (30 min)
Insufficient recent data
Context
262.1K
Model format
fp8
Max output
N/a
11 parameters

include_reasoning, logprobs, max_tokens, reasoning, response_format, seed, temperature, tool_choice, tools, top_logprobs, top_p

Provider / route
Venicevenice
Current pricing
Input price
$0.75 / 1M tokens
Output price
$4.5 / 1M tokens
Sample cost
$0.003
Speed measurements
500-token response
14.71 s
Response starts
1.19 s
Output speed
37.0 tok/s
Endpoint details
Uptime (30 min)
Insufficient recent data
Context
128K
Model format
unknown
Max output
32.8K
15 parameters

frequency_penalty, include_reasoning, logprobs, max_tokens, presence_penalty, reasoning, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p

Endpoint data fetched .

Qwen3.5 397B A17B deployment guide

How to choose a Qwen3.5 397B A17B inference provider

Qwen3.5 397B A17B is indexed here as a text model by Qwen, with 11 provider endpoints from DigitalOcean, Alibaba Cloud Int., Chutes, DeepInfra, Parasail, 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 262.1K-token context window. It accepts text, image, video 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

Alibaba Cloud Int. currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.00156. 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

Parasail currently has the shortest estimated 500-token response at 6.37 seconds. Chutes is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.