AllenAI: Olmo 3 32B Think
AllenAI's Olmo 3 32B Think is designed for handling text-based tasks with a context length of up to 65,536 tokens and supports sophisticated reasoning processes. It operates exclusively with text input modalities and does not currently support tools or structured output. This model is well-suited for those prioritizing robust reasoning capabilities in their AI solutions; however, its high price point of $0.15 per million input tokens and $0.5 per million output tokens may be a consideration. With a blended benchmark score of 8.6 across independent tests, Olmo 3 stands as a reliable choice for those needing strong reasoning abilities, though its premium pricing might limit its accessibility compared to other options in the market.
Benchmark results
Independent, published benchmarks. Blended score 8.6 across 1 benchmark, last refreshed 2026-08-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 10.1 |
- Model ID
- allenai/olmo-3-32b-think
- Vendor
- allenai
- Released
- November 2025
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 65,536 tokens
- Tool Calling
- not supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.15/M input and $0.50/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | under $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.10 |
| A month of a busy support chatbot | 5M in / 2M out | $1.75 |
Quick answers
- How much does AllenAI: Olmo 3 32B Think cost?
- $0.15 per million input tokens and $0.50 per million output tokens.
- What is AllenAI: Olmo 3 32B Think's context window?
- 65,536 tokens, roughly 98 pages of text in a single request.
- Does AllenAI: Olmo 3 32B Think support tool calling?
- It supports structured output, a reasoning mode.
- Can AllenAI: Olmo 3 32B Think process images?
- No, it is text-only on the input side.