AllenAI: Olmo 3.1 32B Instruct

AllenAI: Olmo 3.1 32B Instruct

allenai · Released Jan 6, 2026 Efficient
Intelligence #234 / 561
36.9 Our Score
Speed #200 / 260
54.4 tokens / sec
Input #265 / 561
$0.200 per 1M tokens
Output #261 / 561
$0.600 per 1M tokens
Context #365 / 561
65,536 tokens

Analysis Summary

AllenAI: Olmo 3.1 32B Instruct sits in the Efficient tier on our leaderboard, ranked #234 of 561 published models on overall intelligence. At $0.200 input and $0.600 output per 1M tokens, it is among the most expensive on the market. It offers a mid-sized context window and supports tool use and function calling.

Editorial notes

AllenAI Olmo 3.1 32B Instruct has tool use support but very low intelligence and coding scores, limiting its utility to lightweight tasks where cost is the primary concern.

Assessed May 14, 2026

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

Performance Profile

Intelligence2.5Technical2Value7.5Content3
Intelligence 2.5/10
Technical 2/10
Content 3/10
Value 7.5/10

Olmo 3.1 32B Instruct is a large-scale, 32-billion-parameter instruction-tuned language model engineered for high-performance conversational AI, multi-turn dialogue, and practical instruction following. As part of the Olmo 3.1 family, this..

32B Parameters

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

12.2 Intelligence Index
5.6 Coding Index
21.3 Agentic Index

Benchmark Scores

Intelligence

GPQA Diamond 53.9% Graduate-level scientific reasoning
HLE 4.9% Humanity's Last Exam
SciCode 16.7% Scientific computing

Technical

τ²-Bench 21.3% Conversational agent benchmark

Content

IFBench 39.2% Instruction following

Benchmark data from Artificial Analysis and Hugging Face

How does AllenAI: Olmo 3.1 32B Instruct stack up?

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Model Information

OpenRouter ID allenai/olmo-3.1-32b-instruct
Providerallenai
Release Date January 6, 2026
Context Length65,536 tokens
Max Completion16,384 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.20 $0.000200
Output $0.60 $0.000600