Qwen: Qwen3 VL 235B A22B Instruct provider comparison

qwen/qwen3-vl-235b-a22b-instruct

Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table...

Endpoints:: 5
Context:: 131.1K
Input:: text, image
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

DeepInfradeepinfra/fp8

$0.4267 / 1M tokens

21.18 s estimated response

Cheapest

DeepInfradeepinfra/fp8

$0.4267 / 1M tokens

$0.00064 for the sample request

Fastest

Alibaba Cloud Int.alibaba

11.88 s estimated response

$0.52 / 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.

DeepInfra has the lowest estimated cost for 1,000 input and 500 output tokens at $0.00064.

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.

5 providers have complete pricing and speed data. DeepInfra 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 Qwen: Qwen3 VL 235B A22B Instruct
Provider / route	Current pricing ↗	Speed measurements	Endpoint details
Provider / route DeepInfra`deepinfra/fp8` CheapestBest cost/speed trade-off	Current pricing Input price $0.2 / 1M tokens Output price $0.88 / 1M tokens Sample cost $0.00064	Speed measurements 500-token response 21.18 s Response starts 1.18 s Output speed 25.0 tok/s	Endpoint details Uptime (30 min) 98.33% Context 262.1K Model format fp8 Max output 16.4K 15 parameters frequency_penalty, logit_bias, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route Venice`venice/fp8`	Current pricing Input price $0.21 / 1M tokens Output price $1.9 / 1M tokens Sample cost $0.00116	Speed measurements 500-token response 86.03 s Response starts 2.69 s Output speed 6.0 tok/s	Endpoint details Uptime (30 min) 96.49% Context 128K Model format fp8 Max output 16.4K 11 parameters frequency_penalty, max_tokens, presence_penalty, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route Parasail`parasail/fp8`	Current pricing Input price $0.21 / 1M tokens Output price $1.9 / 1M tokens Sample cost $0.00116	Speed measurements 500-token response 28.84 s Response starts 1.06 s Output speed 18.0 tok/s	Endpoint details Uptime (30 min) 99.06% Context 131.1K Model format fp8 Max output 32.8K 16 parameters frequency_penalty, logit_bias, logprobs, max_tokens, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route Alibaba Cloud Int.`alibaba` Fastest	Current pricing Input price $0.26 / 1M tokens Output price $1.04 / 1M tokens Sample cost $0.00078 Discount 35.0%	Speed measurements 500-token response 11.88 s Response starts 1.01 s Output speed 46.0 tok/s	Endpoint details Uptime (30 min) 99.91% Context 131.1K Model format unknown Max output 32.8K 11 parameters logprobs, max_tokens, presence_penalty, response_format, seed, structured_outputs, temperature, tool_choice, tools, top_logprobs, top_p
Provider / route NovitaAI`novita/bf16`	Current pricing Input price $0.3 / 1M tokens Output price $1.5 / 1M tokens Sample cost $0.00105	Speed measurements 500-token response 19.25 s Response starts 2.58 s Output speed 30.0 tok/s	Endpoint details Uptime (30 min) 95.23% Context 131.1K Model format bf16 Max output 32.8K 15 parameters frequency_penalty, logprobs, max_tokens, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p

Endpoint data fetched Jul 15, 2026, 11:18 PM UTC.

Qwen3 VL 235B A22B Instruct deployment guide

How to choose a Qwen3 VL 235B A22B Instruct inference provider

Qwen3 VL 235B A22B Instruct is indexed here as a text model by Qwen, with 5 provider endpoints from DeepInfra, Venice, Parasail, Alibaba Cloud Int., NovitaAI. 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 131.1K-token context window. It accepts text, image input and returns text output. 17 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

DeepInfra currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.00064. 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

Alibaba Cloud Int. currently has the shortest estimated 500-token response at 11.88 seconds. DeepInfra is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.