Olmo 3.1 32B Instruct API Pricing 2026

Compare pricing, benchmarks, and providers for Olmo 3.1 32B Instruct. Find the best value for your use case.

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Last updated: January 23, 2026 at 08:08 AM

Overview

Olmo 3.1 32B Instruct was released on January 6, 2026. Pricing starts at $0.200 per million input tokens and $0.600 per million output tokens. The model supports a context window of up to 66K tokens. API access is available through Allenai.

Context Window

66K

tokens

Pricing

Input$0.200

Output$0.600

per 1M tokens

Speed

Output47 tok/s

TTFT0.26s

median latency

Capabilities

Text only

Pricing Comparison

Compare Olmo 3.1 32B Instruct with 10 similar models by price.

Current Pricing (per 1M tokens)

11 models

Provider	Model	Input $/M	Output $/M	Coding	MMLU	GPQA	Context	Actions
A Allenai	Olmo 3.1 32B Instruct	$0.200	$0.600	—	—	53.9	65,536	Try
QW Qwen	Qwen3 Next 80B A3B Thinking	$0.150	$1.200	—	—	—	128,000	Try
O OpenAI	GPT-4o-mini	$0.150	$0.600	23.4	64.8	42.6	128,000	Try
TD Thedrummer	Rocinante 12B	$0.170	$0.430	—	27.5	5.5	32,768	Try
AR Arcee AI	Spotlight	$0.180	$0.180	—	—	—	131,072	Try
M Deepcogito	Cogito V2 Preview Llama 109B	$0.180	$0.590	—	—	—	32,767	Try
M Meta-llama	Llama Guard 4 12B	$0.180	$0.180	—	—	—	163,840	Try
QW Qwen	Qwen3 VL 8B Thinking	$0.180	$2.100	—	—	—	256,000	Try
DS Deepseek	DeepSeek V3 0324	$0.190	$0.870	35.9	75.2	55.7	163,840	Try
M Meituan	LongCat Flash Chat	$0.200	$0.800	—	—	—	131,072	Try
MI Mistral AI	Saba	$0.200	$0.600	—	61.1	42.4	32,768	Try

* Some models use tiered pricing based on prompt length. Displayed prices are for prompts ≤ 200k tokens.

Compare Providers

Olmo 3.1 32B Instruct is available from multiple providers with different pricing and availability.

Providers

$0.200

Cheapest Input/M

$0.600

Cheapest Output/M

DeepInfra

Best Price

Provider Pricing

1 models

Provider	Input $/M	Output $/M	Uptime
D DeepInfra Best Price	$0.200	$0.600	100.0%

Provider pricing data sourced from OpenRouter and Helicone

Cost vs. Quality

Compare Olmo 3.1 32B Instruct's benchmark performance against all models.

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Other models

Detailed Benchmark Scores

Intelligence

12.0 (13th pct)

Coding

5.6 (8th pct)

Math

MMLU Pro

GPQA

53.9 (39th pct)

LiveCodeBench

AIME

Aider

Benchmark data from Artificial Analysis and HuggingFace Open LLM Leaderboard

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