AllenAI: Olmo 3 32B Think

AllenAI: Olmo 3 32B Think

allenai · Released Nov 21, 2025 Efficient
Intelligence #231 / 561
37.4 Our Score
AA Index #275 / 368
12.1 Artificial Analysis
Input #240 / 561
$0.150 per 1M tokens
Output #246 / 561
$0.500 per 1M tokens
Context #365 / 561
65,536 tokens

Analysis Summary

AllenAI: Olmo 3 32B Think sits in the Efficient tier on our leaderboard, ranked #231 of 561 published models on overall intelligence. At $0.150 input and $0.500 output per 1M tokens, it is among the most expensive on the market. It offers a mid-sized context window.

Editorial notes

AllenAI Olmo 3 32B Think shows strong math scores but very low agentic capability and limited coding performance; affordable pricing does not offset the capability gap for business use.

Assessed May 14, 2026

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence3Technical1.7Value7.5Content3
Intelligence 3/10
Technical 1.7/10
Content 3/10
Value 7.5/10

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..

32B Parameters

Performance Indices

Source: Artificial Analysis

12.1 Intelligence Index
10.5 Coding Index
1.5 Agentic Index
73.7 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 61% Graduate-level scientific reasoning
HLE 5.9% Humanity's Last Exam
MMLU Pro 75.9% Multi-task language understanding
AIME 2025 73.7% Competition mathematics (2025)
SciCode 28.6% Scientific computing

Technical

LiveCodeBench 67.2% Live coding evaluation
TerminalBench Hard 1.5% Agentic terminal tasks

Content

IFBench 49.1% Instruction following

Benchmark data from Artificial Analysis and Hugging Face

How does AllenAI: Olmo 3 32B Think stack up?

Compare side-by-side with other efficient models.

Compare Models

Model Information

OpenRouter ID allenai/olmo-3-32b-think
Providerallenai
Release Date November 21, 2025
Context Length65,536 tokens
Max Completion65,536 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.15 $0.000150
Output $0.50 $0.000500