allenai

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.

Quality Score
72/100
price + capability + benchmarks
Input Price
$0.15
per 1M tokens
Output Price
$0.50
per 1M tokens
Context Window
65,536
tokens

Benchmark results

Independent, published benchmarks. Blended score 8.6 across 1 benchmark, last refreshed 2026-08-13. How scoring works →

BenchmarkMeasuresScore
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 →

JobTokensCost
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.