Author's Description
OLMo-2 32B Instruct is a supervised instruction-finetuned variant of the OLMo-2 32B March 2025 base model. It excels in complex reasoning and instruction-following tasks across diverse benchmarks such as GSM8K,...
Key Specifications
Supported Parameters
This model supports the following parameters:
Performance Summary
AllenAI's OLMo-2 32B Instruct model demonstrates strong overall performance, particularly excelling in reliability and speed. It performs among the fastest models, ranking in the 73rd percentile for speed across benchmarks, and offers competitive pricing, placing in the 43rd percentile. The model exhibits exceptional reliability with a 96% success rate, indicating consistent and stable operation. In terms of specific benchmarks, OLMo-2 32B Instruct shows a notable strength in mitigating hallucinations, achieving 98.0% accuracy, and performs well in General Knowledge (97.5%) and Ethics (98.0%). It also demonstrates solid performance in Email Classification (97.0%). However, the model shows weaknesses in more complex cognitive tasks such as Mathematics (58.0%), Instruction Following (45.0%), Reasoning (32.0%), and Coding (53.0%), where its accuracy falls into lower percentiles. These areas suggest opportunities for further development to enhance its capabilities in advanced problem-solving and multi-step instruction execution.
Model Pricing
Current Pricing
| Feature | Price (per 1M tokens) |
|---|---|
| Prompt | $0.05 |
| Completion | $0.2 |
Price History
Available Endpoints
| Provider | Endpoint Name | Context Length | Pricing (Input) | Pricing (Output) |
|---|---|---|---|---|
|
Parasail
|
Parasail | allenai/olmo-2-0325-32b-instruct | 4K | $0.05 / 1M tokens | $0.2 / 1M tokens |
|
Cirrascale
|
Cirrascale | allenai/olmo-2-0325-32b-instruct | 128K | $0.05 / 1M tokens | $0.2 / 1M tokens |
Benchmark Results
| Benchmark | Category | Reasoning | Strategy | Free | Executions | Accuracy | Cost | Duration |
|---|
Other Models by allenai
|
|
Released | Params | Context |
|
Speed | Ability | Cost |
|---|---|---|---|---|---|---|---|
| AllenAI: Molmo2 8B Unavailable | Jan 09, 2026 | 8B | 36K |
Text input
Image input
Video input
Text output
|
— | — | $$ |
| AllenAI: Olmo 3.1 32B Instruct | Jan 06, 2026 | 32B | 65K |
Text input
Text output
|
★ | ★★★ | $$ |
| AllenAI: Olmo 3.1 32B Think Unavailable | Dec 16, 2025 | 32B | 65K |
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Text output
|
★ | ★★★★ | $$$$$ |
| AllenAI: Olmo 3 32B Think | Nov 21, 2025 | 32B | 65K |
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Text output
|
★ | ★★★ | $$$$ |
| AllenAI: Olmo 3 7B Instruct Unavailable | Nov 21, 2025 | 7B | 65K |
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Text output
|
— | — | $$ |
| AllenAI: Olmo 3 7B Think Unavailable | Nov 21, 2025 | 7B | 65K |
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Text output
|
— | ★ | $$ |
| AllenAI: Molmo 7B D Unavailable | Mar 26, 2025 | 7B | 4K |
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|
— | — | $$ |
| AllenAI: Molmo 7B D Unavailable | Mar 26, 2025 | 7B | 4K |
Text input
Image input
Text output
|
— | — | $$ |