Model Comparison

Olmo 3 32B Think
vs. Olmo 3 7B Instruct

Comparing 2 AI models · 10 benchmarks · Allen Institute for AI

Recommended Pick

Allen Institute for AI logoOlmo 3 32B Think13 metric wins

Strongest on: Input price, Output price, Reasoning

Lowest Price

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Olmo 3 32B Think

$0.00/1M input price

Best Reasoning

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Olmo 3 32B Think

44.1 reasoning score

Blends available reasoning benchmarks

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Differences That Matter

Price gap

Olmo 3 32B Think is ∞x cheaper on input tokens than Olmo 3 7B Instruct.

Reasoning gap

Olmo 3 32B Think leads Olmo 3 7B Instruct by 17.9 points on reasoning.

Top-pick rationale

Olmo 3 32B Think wins 13 measurable categories, including Input price, Output price, Reasoning, Intelligence.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

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Olmo 3 32B Think

Allen Institute for AI

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Allen Institute for AI logo

Olmo 3 7B Instruct

Allen Institute for AI

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Top Pick
Allen Institute for AI logoOlmo 3 32B Think
Allen Institute for AI
Allen Institute for AI logoOlmo 3 7B Instruct
Allen Institute for AI
Pricing per 1M tokens
Input Cost$0.00/1M$0.10/1M
Output Cost$0.00/1M$0.20/1M
Blended (3:1)$0.13/1M
Specifications
OrganizationAllen Institute for AIAllen Institute for AI
Release DateNov 20, 2025Nov 20, 2025
Performance & Speed
Throughput
TTFT
Latency
Composite Indices
Value Score100.0
Reasoning Score44.126.2
Intelligence6.42.8
Math73.741.3
Standard Benchmarks
GPQA61.0%40.0%
MMLU Pro75.9%52.2%
HLE5.9%5.8%
LiveCodeBench67.2%26.6%
AIME 202573.7%41.3%
SciCode28.6%10.3%
LCR0.0%0.0%
IFBench49.1%32.8%
TAU-bench v20.0%12.6%
TerminalBench Hard1.5%0.0%

Key Takeaways

Olmo 3 32B Think offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.

Olmo 3 32B Think has the strongest reasoning profile with a 44.1 reasoning score,combining the available reasoning-heavy benchmarks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

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Olmo 3 32B Think

  • Cost-sensitive applications
  • High-volume processing
  • Complex reasoning tasks
  • Research & analysis
Allen Institute for AI logo

Olmo 3 7B Instruct

  • General-purpose AI
  • Versatile applications