AllenAI: Olmo 3 32B Think

AllenAI: Olmo 3 32B Think

allenai · Released Nov 21, 2025 Efficient
Intelligence #224 / 544
37.4 Our Score
AA Index #270 / 362
12.1 Artificial Analysis
Input #231 / 544
$0.150 per 1M tokens
Output #239 / 544
$0.500 per 1M tokens
Context #334 / 544
65,536 tokens

Analysis Summary

AllenAI: Olmo 3 32B Think sits in the Efficient tier on our leaderboard, ranked #224 of 544 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

Olmo 3 32B Think from AllenAI is a low-cost open model with strong math scores but very weak intelligence and agentic benchmarks, suited only to narrow or experimental use cases.

Assessed May 5, 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?

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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