Cohere: Aya Vision 32B
Open multilingual vision model for OCR, visual reasoning, and image question answering
- Model lab
- Cohere
- Model family
- —
Model resources
Quickstart
Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to cohere/c4ai-aya-vision-32b.
import os
import requests
base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "cohere/c4ai-aya-vision-32b"
response = requests.post(
f"{base_url}/chat/completions",
headers={
"Authorization": f"Bearer {api_key}",
"Content-Type": "application/json",
},
json={
"model": model_id,
"messages": [{"role": "user", "content": "Hello!"}],
"stream": False,
},
timeout=60,
)
response.raise_for_status()
print(response.json())Use the familiar OpenAI-style chat request format to make model integration easier.
Aya Vision 32B API Pricing
Performance
Measured on the Moduck gateway across live traffic, hour by hour over the last 24 hours. Time to first token is how long before anything appears; throughput is how fast the answer is written after that; end-to-end latency is the whole round trip. Figures are medians unless the card says otherwise.
Performance trends
Availability
Uptime is the share of time at least one provider serving this model responded. Availability is stricter: the share of requests actually served. A provider that answers but fails part of the traffic lowers availability without lowering uptime. Both cover the last three days.
Aya Vision 32B Compare models
| Model | Input price | Output price | Context window | Capabilities |
|---|---|---|---|---|
| Aya Vision 32BThis page | Price currently unavailable | Price currently unavailable | 16,000 | Text output |
| Command A Plus | USD 2 / 1M tokens | USD 8 / 1M tokens | 128,000 | Text output · Reasoning · Tool calling |
| Command A Vision | USD 2 / 1M tokens | USD 8 / 1M tokens | 128,000 | Text output |
| DeepSeek V4.1 Flash 1017 | USD 0.028 / 1M tokens · Quantization fp4 | USD 0.4 / 1M tokens · Quantization fp4 | 1,000,000 | Text output · Reasoning · Tool calling |
| Mistral Large 4 | USD 0.544 / 1M tokens | USD 1.672 / 1M tokens | 1,048,576 | Text output · Reasoning · Tool calling |
Model specifications
- Input
- text, image
- Output
- text
- Context window
- 16,000
- Maximum output
- 4,000
- Release date
- 2025-03-04
- Attachments
- Yes
- Reasoning
- No
- Tool calling
- No
- Temperature setting
- Yes
- Open weights
- Yes
Frequently asked questions
What is Aya Vision 32B for?
Open multilingual vision model for OCR, visual reasoning, and image question answering
What inputs and outputs does Aya Vision 32B support?
Recorded inputs: text, images; outputs: text.
How is Aya Vision 32B priced?
This page does not list a price for this model yet.
What specifications are recorded for Aya Vision 32B?
Current model records list Context window 16,000 tokens; Maximum output 4,000 tokens.
What model parameter does the Quickstart use?
The example uses cohere/c4ai-aya-vision-32b. This value comes from the page identifier and is not confirmed as a callable Moduck public ID.
Can I call this model through the Moduck API now?
This page has no verified Moduck API call for this model. A Quickstart example or reserved ID does not establish access; check the models available to your account.
Related models
No related catalog models are recorded for this model family.