Model Comparison
Olmo 3 7B Instruct
vs. Olmo 3 7B Think
Comparing 2 AI models · 10 benchmarks · Allen Institute for AI
Recommended Pick
AlOlmo 3 7B Think12 metric winsStrongest on: Input price, Output price, Reasoning
Lowest Price
Olmo 3 7B Think
$0.00/1M input price
Best Reasoning
Olmo 3 7B Think
40.5 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 7B Think is ∞x cheaper on input tokens than Olmo 3 7B Instruct.
Reasoning gap
Olmo 3 7B Think leads Olmo 3 7B Instruct by 14.3 points on reasoning.
Top-pick rationale
Olmo 3 7B Think wins 12 measurable categories, including Input price, Output price, Reasoning, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Olmo 3 7B Instruct
Allen Institute for AI
TTFT
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Time
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tok/s
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Tokens
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Cost
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Olmo 3 7B Think
Allen Institute for AI
TTFT
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Time
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tok/s
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Tokens
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Cost
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Which answer was more useful?
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Full Comparison
| Metric | Al Olmo 3 7B Instruct | Top Pick Al Olmo 3 7B Think |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.10/1M | $0.00/1M |
| Output Cost | $0.20/1M | $0.00/1M |
| Blended (3:1) | $0.13/1M | — |
| Specifications | ||
| Organization | Allen Institute for AI | Allen Institute for AI |
| Release Date | Nov 20, 2025 | Nov 20, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 26.2 | 40.5 |
| Intelligence | 2.8 | 4.0 |
| Math | 41.3 | 70.7 |
| Standard Benchmarks | ||
| GPQA | 40.0% | 51.6% |
| MMLU Pro | 52.2% | 65.5% |
| HLE | 5.8% | 5.7% |
| LiveCodeBench | 26.6% | 61.7% |
| AIME 2025 | 41.3% | 70.7% |
| SciCode | 10.3% | 21.2% |
| LCR | 0.0% | 0.0% |
| IFBench | 32.8% | 41.5% |
| TAU-bench v2 | 12.6% | 0.0% |
| TerminalBench Hard | 0.0% | 0.8% |
Key Takeaways
Olmo 3 7B Think offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Olmo 3 7B Think has the strongest reasoning profile with a 40.5 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
Olmo 3 7B Instruct
- General-purpose AI
- Versatile applications
Olmo 3 7B Think
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
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