AllenAI: Olmo 3 32B Think✓ Catalog verified
Olmo 3 32B Think is a large-scale, 32-billion-parameter model purpose-built for deep reasoning, complex logic chains and advanced instruction-following scenarios. Its capacity enables strong performance on demanding evaluation tasks and highly nuanced conversational reasoning. Developed by Ai2 under the Apache 2.0 license, Olmo 3 32B Think embodies the Olmo initiative’s commitment to openness, offering full transparency across weights, code and training methodology.
Overview
Olmo 3 32B Think is a large-scale, 32-billion-parameter model purpose-built for deep reasoning, complex logic chains and advanced instruction-following scenarios. Its capacity enables strong performance on demanding evaluation tasks and highly nuanced conversational reasoning. Developed by Ai2 under the Apache 2.0 license, Olmo 3 32B Think embodies the Olmo initiative’s commitment to openness, offering full transparency across weights, code and training methodology.
Access: available through the official Allenai API. Context window: 66K.
Specifications
| API identifier | allenai/olmo-3-32b-think |
| Provider | Allenai |
| Model type | Text LLM |
| Context window | 66K catalog |
| Input modalities | text |
| Output modalities | text |
| Released | Nov 21, 2025 |
| Moderated | No |
| Architecture modality | text->text |
API defaults
{
"top_p": 0.95,
"temperature": 0.6,
"frequency_penalty": null
}Pricing
Live pricing components for allenai/olmo-3-32b-think as published in the catalog.
| Pricing component | Raw unit price | Normalized | Unit |
|---|---|---|---|
| Prompt tokens | $1.5e-7 | $0.15 / 1M | Per input token |
| Completion tokens | $5e-7 | $0.50 / 1M | Per output token |
| Request fee | N/A | N/A | Per request |
| Image fee | N/A | N/A | Per image unit |
| Web search fee | N/A | N/A | Per search request |
Cost calculator
Estimate monthly spend from your own token volumes.
Estimated Total Cost
$0.17Calculated from current list pricing in the ModelsAtlas catalog.Capabilities
| Capability | Status | What it means |
|---|---|---|
| Visual Understanding | Not advertised | Image and document analysis support |
| Audio Processing | Not advertised | Speech and voice aligned flows |
| Tool Calling | Not advertised | Supports tools / function calling |
| Self-Hosting | Not advertised | Deploy outside managed APIs |
Capability signals
Directional signals derived from model metadata and capability tags — not official benchmark submissions.
Quick start
Call AllenAI: Olmo 3 32B Think through an OpenAI-compatible client.
from openai import OpenAI
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key="YOUR_API_KEY"
)
response = client.chat.completions.create(
model="allenai/olmo-3-32b-think",
messages=[{"role": "user", "content": "Explain quantum physics."}]
)
print(response.choices[0].message.content)Alternatives
Closest models by context window from a different provider.
| Model | Provider | Context | Input /1M | Actions |
|---|---|---|---|---|
| Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) | 66K | $0.50 | View → | |
| Google: Nano Banana Pro (Gemini 3 Pro Image Preview) | 66K | $2.00 | View → |
Sources & attribution
Pricing and metadata are maintained in the ModelsAtlas catalog.
Frequently asked questions
How much does AllenAI: Olmo 3 32B Think cost?
$0.15 per 1M input tokens and $0.50 per 1M output tokens on the official Allenai API.
What is the context window of AllenAI: Olmo 3 32B Think?
AllenAI: Olmo 3 32B Think supports up to 66K tokens of context.
Does AllenAI: Olmo 3 32B Think support tool / function calling?
AllenAI: Olmo 3 32B Think does not advertise first-class tool/function calling. Check vendor docs for the latest capabilities.
How do I access AllenAI: Olmo 3 32B Think?
Use the official Allenai API with the model id `allenai/olmo-3-32b-think`. See the Quick start section above for code examples.