Model Comparison

OLMo 2 7B
vs. Olmo 3 32B Think

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

Recommended Pick

Allen Institute for AI logoOlmo 3 32B Think11 metric wins

Strongest on: Reasoning, Intelligence, Math

Lowest Price

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OLMo 2 7B

$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

Reasoning gap

Olmo 3 32B Think leads OLMo 2 7B by 36.2 points on reasoning.

Top-pick rationale

Olmo 3 32B Think wins 11 measurable categories, including Reasoning, Intelligence, Math, GPQA.

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 2 7B

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Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
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Olmo 3 32B Think

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Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Allen Institute for AI logoOLMo 2 7B
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Top Pick
Allen Institute for AI logoOlmo 3 32B Think
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Pricing per 1M tokens
Input Cost$0.00/1M$0.00/1M
Output Cost$0.00/1M$0.00/1M
Specifications
OrganizationAllen Institute for AIAllen Institute for AI
Release DateNov 26, 2024Nov 20, 2025
Performance & Speed
Throughput
TTFT
Latency
Composite Indices
Reasoning Score7.944.1
Intelligence3.96.4
Math0.773.7
Standard Benchmarks
GPQA28.8%61.0%
MMLU Pro28.2%75.9%
HLE5.5%5.9%
LiveCodeBench4.1%67.2%
AIME 20250.7%73.7%
SciCode3.7%28.6%
LCR0.0%0.0%
IFBench24.4%49.1%
TAU-bench v20.0%0.0%
TerminalBench Hard0.0%1.5%

Key Takeaways

OLMo 2 7B 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 2 7B

  • Cost-sensitive applications
  • High-volume processing
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Olmo 3 32B Think

  • Complex reasoning tasks
  • Research & analysis