OLMo 3.1 32B Instruct
OLMo 3.1 32B Instruct is Allen AI's language model with a 66K context window and up to 16K output tokens. A 32B instruction-tuned open language model from the Allen Institute for AI's OLMo 3.1 series, designed for transparent and reproducible language model science.
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities3/13
Reasoning·
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema✓
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | |
|---|---|---|
| Input $ / 1M | Output $ / 1M | |
| $0.2 | $0.6 | |
Cost Calculator
US Dollar ($)
Preset:
Cheapest Instances to Run It
Cloud GPU instances that can host OLMo 3.1 32B Instruct, ranked by cheapest on-demand price. The model needs about 77 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.
All clouds
FP16 (full precision)
US Dollar ($)
Instance | Cloud | GPU | VRAM | Price | Cheapest region | |
|---|---|---|---|---|---|---|
| Standard_NP20s |  Azure | 2× AMD Alveo U250 FPGA (64GB) | 128 GB | $3.30/hr | westus2 | |
| g7e.2xlarge |  AWS | RTX PRO Server 6000 | 96 GB | $3.36/hr | us-east-1 | |
| Standard_NC24ads_A100_v4 | Azure | NVIDIA A100 | 80 GB | $3.67/hr | westus2 | |
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| OLMo 3.1 32B Instruct | 66K | — | — | Current | |
| OLMo 3 32B Think | 66K | $0.150 | $0.500 | Available | |
| OLMo 3.1 32B Think | — | — | — | — | Available |
| OLMo 3 7B Think | — | 33K | — | — | Available |
| OLMo 3 7B Instruct | — | 33K | — | — | Available |
| OLMo 2 32B | — | — | — | — | Available |
| OLMo 2 7B | — | — | — | — | Available |