Olmo 3.1 32B Instruct
AllenAI • LLM
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...
Specifications
Context Window
66K tokens
Input Price/1M
—
Output Price/1M
—
Parameters
—
Benchmarks
Olmo 3.1 32B Instruct results on the main AI model evaluation benchmarks. Higher scores indicate better performance.
Agentic
| Benchmark | Score | Maximum | Methodology |
|---|---|---|---|
| Terminal-Bench Hard | 0.0 | 100.0 | — |
Coding
| Benchmark | Score | Maximum | Methodology |
|---|---|---|---|
| SciCode | 17.0 | 100.0 | — |
| AA Coding Index | 5.6 | 100.0 | Artificial Analysis official API |
Long Context
| Benchmark | Score | Maximum | Methodology |
|---|---|---|---|
| AA-LCR | 0.0 | 100.0 | — |
overall
| Benchmark | Score | Maximum | Methodology |
|---|---|---|---|
| AA Intelligence Index | 12.2 | 100.0 | Artificial Analysis official API |
Reasoning
| Benchmark | Score | Maximum | Methodology |
|---|---|---|---|
| GPQA Diamond | 54.0 | 100.0 | Artificial Analysis official API |
| IFBench | 39.0 | 100.0 | — |
| HLE | 5.0 | 100.0 | — |
Tool Use
| Benchmark | Score | Maximum | Methodology |
|---|---|---|---|
| Tau²-Bench | 21.0 | 100.0 | — |
Information
- Release date
- January 13, 2026
- Tool Calling
- ✅ Supported
- Vision
- ❌ Not supported
- Audio
- ❌ Not supported
Full Analysis: Olmo 3.1 32B Instruct
What is Olmo 3.1 32B Instruct?
Olmo 3.1 32B Instruct is an AI model developed by AllenAI, classified as a large language model (LLM). It focuses on text processing and natural language generation. As an open source model, it is available for download, customization, and on-premises deployment. With a context window of 66K tokens, it is suitable for processing medium-sized documents like articles, reports, and code sections.
Pricing & Costs in 2026
Olmo 3.1 32B Instruct does not have public per-token pricing available at this time. Some models offer access via enterprise plans or research programs. Check AllenAI's official website for up-to-date availability and pricing.
Benchmarks & Performance
Olmo 3.1 32B Instruct was evaluated on 9 different benchmarks, covering categories like Agentic, Coding, Long Context, overall, Reasoning, Tool Use. Results show moderate performance across available evaluations.
It's important to note that benchmarks measure specific aspects and don't capture the full user experience. Factors like instruction adherence, behavior in long conversations, and real-world task quality vary significantly between models and aren't always reflected in standard scores.
Recommended Use Cases
Olmo 3.1 32B Instruct is suitable for a wide range of AI applications: automation with tool calling (API integration, databases, external systems), text generation, summarization, translation, and general assistance.
Comparison with Alternatives
In the 2026 AI model ecosystem, Olmo 3.1 32B Instruct competes directly with similarly capable models. AllenAI competes in this segment against OpenAI, Anthropic, Google, and Meta. The choice between models depends on the specific use case, budget, latency requirements, and need for features like multimodality and tool calling.
For a detailed side-by-side comparison, use our comparison tool or check the overall model ranking.
Frequently Asked Questions
What is Olmo 3.1 32B Instruct?
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...
How much does Olmo 3.1 32B Instruct cost?
Olmo 3.1 32B Instruct does not have public per-token pricing available at this time. Check AllenAI's official website for up-to-date information.
How does Olmo 3.1 32B Instruct compare with other models?
In available benchmarks, Olmo 3.1 32B Instruct scored: Terminal-Bench Hard: 0/100, SciCode: 17/100, AA Coding Index: 5.6/100. See the full table above for a detailed comparison.
Is Olmo 3.1 32B Instruct open source?
Yes, Olmo 3.1 32B Instruct is an open source model. You can deploy it on-premises, customize it via fine-tuning, and maintain full control over your data. Check the official repository for the specific license.
What is Olmo 3.1 32B Instruct best for?
Olmo 3.1 32B Instruct excels at general-purpose language tasks. It supports tool calling for API integrations and automation.
Last updated: June 01, 2026 • View methodology →