Qwen/Qwen3-VL-235B-A22B-Instruct is a Qwen model available through Merge Gateway via Parasail. Use it with Gateway routing policies, spend controls, request logs, and a 131,072 token context window. It supports streaming, tool calling, vision through at least one Gateway vendor route.
Qwen/Qwen3-VL-235B-A22B-Instruct performance*
Intelligence - general reasoning and knowledge
21%
Coding - code generation and problem-solving
17%
*Performance data is provided by Artificial Analysis and is subject to change.
Qwen/Qwen3-VL-235B-A22B-Instruct pricing
| Vendor | Input / 1M tokens | Output / 1M tokens | Zero data retention |
| --- | ---: | ---: | --- |
| Parasail | $0.2100 | $1.90 | Yes |
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Install the Merge Gateway SDK
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Make your first API call
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Try a diffrent model
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Install the Merge Gateway SDK
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Make your first API call
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Try a diffrent model
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Install the Merge Gateway SDK
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Make your first API call
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Try a diffrent model
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Install the Merge Gateway SDK
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Make your first API call
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Try a diffrent model
Python
1{
2 "mcpServers": {
3 "agent-handler": {
4 "url": "https://ah-api-develop.merge.dev/api/v1/tool-packs/{TOOL_PACK_ID}/registered-users/{REGISTERED_USER_ID}/mcp",
5 "headers": {
6 "Authorization": "Bearer yMt*****"
7 }
8 }
9 }
10}
11Explore other models available in Merge Gateway
Qwen/Qwen3-VL-235B-A22B-Instruct FAQ
In case you have any more questions on using Qwen/Qwen3-VL-235B-A22B-Instruct, we’ve addressed several below.
Heading
What provider owns Qwen/Qwen3-VL-235B-A22B-Instruct?
Qwen/Qwen3-VL-235B-A22B-Instruct is a Qwen model.
Which vendors can run Qwen/Qwen3-VL-235B-A22B-Instruct?
Parasail is the default listed vendor, and other active vendors may also be available.
What context window does Qwen/Qwen3-VL-235B-A22B-Instruct support?
Qwen/Qwen3-VL-235B-A22B-Instruct supports 131,072 tokens on the primary listed vendor route.
What capabilities does Qwen/Qwen3-VL-235B-A22B-Instruct support?
Gateway currently lists streaming, tool calling, vision support for Qwen/Qwen3-VL-235B-A22B-Instruct across its available vendor routes.
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