AI model comparison
Qwen3 VL 235B A22B Instruct vs Nova Pro 1.0
Pricing, context window, benchmarks, and features compared side by side. Or skip the guesswork and send one prompt to both.
Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video.
- Input / 1M
- $0.21
- Output / 1M
- $1.90
- Context
- 262K
Amazon
Nova Pro 1.0
Amazon Nova Pro 1.0 is a capable multimodal model from Amazon focused on providing a combination of accuracy, speed, and cost for a wide range of tasks.
- Input / 1M
- $0.80
- Output / 1M
- $3.20
- Context
- 300K
At a glance
Quick verdict
How the two models stack up on the things people ask about most.
Lower price
Qwen3 VL 235B A22B Instruct
2.3x cheaper for a typical chat
Higher intelligence score
Qwen3 VL 235B A22B Instruct
9.9 vs 7 on Artificial Analysis
Larger context window
Nova Pro 1.0
300K vs 262K tokens
Newer release
Qwen3 VL 235B A22B Instruct
Released September 23, 2025
Benchmarks
Benchmark scores
Independent scores from Artificial Analysis. Higher is better.
Intelligence index
Qwen3 VL 235B A22B Instruct9.9Nova Pro 1.07Coding index
Qwen3 VL 235B A22B InstructNot availableNova Pro 1.0Not availableAgentic index
Qwen3 VL 235B A22B InstructNot availableNova Pro 1.0Not availablePricing
Qwen3 VL 235B A22B Instruct vs Nova Pro 1.0 API pricing
Per-token API rates. Cheaper option highlighted.
| Metric | Qwen3 VL 235B A22B Instruct | Nova Pro 1.0 |
|---|---|---|
| Input tokensPer 1M tokens | $0.21 | $0.80 |
| Output tokensPer 1M tokens | $1.90 | $3.20 |
| Cached input (read)Per 1M tokens | $0.10 | Not available |
| Cache writePer 1M tokens | Not available | Not available |
What it costs in practice
Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.
Chat message
2K in, 500 out
Qwen3 VL 235B A22B Instruct$1.37Nova Pro 1.0$3.20Coding task
30K in, 4K out
Qwen3 VL 235B A22B Instruct$13.90$10.60 cachedNova Pro 1.0$36.80Long document summary
150K in, 2K out
Qwen3 VL 235B A22B Instruct$35.30$18.80 cachedNova Pro 1.0$126.40Specs
Context window and capabilities
How much each model can read, how much it can write, and what it accepts as input.
| Metric | Qwen3 VL 235B A22B Instruct | Nova Pro 1.0 |
|---|---|---|
| Context window | 262K tokens | 300K tokens |
| Max output | 33K tokens | 5K tokens |
| Input types | Image, Text | Image, Text |
| Output types | Text | Text |
| Reasoning effort levels | Not available | Not available |
| Default reasoning effort | Not available | Not available |
| Release date | September 23, 2025 | December 5, 2024 |
Features
Supported features
API features available for each model.
| Metric | Qwen3 VL 235B A22B Instruct | Nova Pro 1.0 |
|---|---|---|
| Tool calling | Supported | Supported |
| Structured outputs | Supported | Not supported |
| JSON mode | Supported | Not supported |
| Reasoning | Not supported | Not supported |
| Temperature | Supported | Supported |
| Stop sequences | Supported | Supported |
| Deterministic seed | Supported | Not supported |
| Verbosity control | Not supported | Not supported |
Keep exploring
More on these models
Other head-to-heads, the full model page, and the alternatives list for each model.
Qwen3 VL 235B A22B InstructView full model details- Qwen3 VL 235B A22B Instruct vs GPT-4.1 Mini
- Qwen3 VL 235B A22B Instruct vs Qwen3 Coder Next
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- Qwen3 VL 235B A22B Instruct vs Qwen3 Coder 480B A35B
- Qwen3 VL 235B A22B Instruct vs Qwen3 235B A22B Thinking 2507
- Qwen3 VL 235B A22B Instruct vs MiniMax M1
- Qwen3 VL 235B A22B Instruct vs R1
- Qwen3 VL 235B A22B Instruct vs Qwen3 Next 80B A3B Thinking
- Qwen3 VL 235B A22B Instruct vs o3 Mini High
- Qwen3 VL 235B A22B Instruct vs Qwen3 VL 30B A3B Thinking
- Qwen3 VL 235B A22B Instruct vs Mistral Large 3 2512
- Qwen3 VL 235B A22B Instruct vs Mistral Medium 3.1
- Qwen3 VL 235B A22B Instruct vs Mistral Medium 3
- Qwen3 VL 235B A22B Instruct vs Devstral 2 2512
- Qwen3 VL 235B A22B Instruct vs GLM 4.5V
- Qwen3 VL 235B A22B Instruct vs Hermes 4 405B
Nova Pro 1.0View full model details- Nova Pro 1.0 vs GPT-4.1 Mini
- Nova Pro 1.0 vs Mistral Medium 3.1
- Nova Pro 1.0 vs Nova Premier 1.0
- Nova Pro 1.0 vs Mistral Medium 3
- Nova Pro 1.0 vs Devstral 2 2512
- Nova Pro 1.0 vs GLM 4.5V
- Nova Pro 1.0 vs Mistral Large 2407
- Nova Pro 1.0 vs Hermes 4 405B
- Nova Pro 1.0 vs GPT-4o-mini
- Nova Pro 1.0 vs Mistral Large
- Nova Pro 1.0 vs Mixtral 8x22B Instruct
Our take
Qwen3 VL 235B A22B Instruct is 2.3x cheaper for a typical chat. Qwen3 VL 235B A22B Instruct scores higher on the Artificial Analysis Intelligence Index (9.9 vs 7). Nova Pro 1.0 has the larger context window (300K vs 262K tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.
FAQ
Frequently asked questions
Is Qwen3 VL 235B A22B Instruct or Nova Pro 1.0 cheaper?
Qwen3 VL 235B A22B Instruct is cheaper for a typical chat (2K input tokens and 500 output tokens). Qwen3 VL 235B A22B Instruct costs $0.21 per 1M input tokens and $1.90 per 1M output tokens, while Nova Pro 1.0 costs $0.80 per 1M input tokens and $3.20 per 1M output tokens.
Which has a bigger context window, Qwen3 VL 235B A22B Instruct or Nova Pro 1.0?
Nova Pro 1.0 supports up to 300K tokens of context, compared with 262K for Qwen3 VL 235B A22B Instruct.
Is Qwen3 VL 235B A22B Instruct smarter than Nova Pro 1.0?
On the Artificial Analysis Intelligence Index, Qwen3 VL 235B A22B Instruct scores 9.9 and Nova Pro 1.0 scores 7, putting Qwen3 VL 235B A22B Instruct ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.
Can I use Qwen3 VL 235B A22B Instruct and Nova Pro 1.0 at the same time?
Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Qwen3 VL 235B A22B Instruct and Nova Pro 1.0 answer side by side and keep the better response.
Why choose? Ask both.
Send one prompt to Qwen3 VL 235B A22B Instruct and Nova Pro 1.0 at the same time. Compare the answers side by side and keep the best one.