Key Takeaways
Olmo 3 7B Think wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
Olmo 3.1 32B Think wins:
- Higher intelligence benchmark
- Better at coding
- Better at math
Price Advantage
Olmo 3 7B Think
Benchmark Advantage
Olmo 3.1 32B Think
Context Window
Olmo 3.1 32B Think
Speed
Olmo 3 7B Think
Pricing Comparison
Price Comparison
| Metric | Olmo 3 7B Think | Olmo 3.1 32B Think | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.12 | $0.15 | Olmo 3 7B Think |
| Output (per 1M tokens) | $0.20 | $0.50 | Olmo 3 7B Think |
Using a 3:1 input/output ratio, Olmo 3 7B Think is 41% cheaper overall.
Olmo 3 7B Think Providers
Parasail $0.12 (Cheapest)
Olmo 3.1 32B Think Providers
Parasail $0.15 (Cheapest)
Benchmark Comparison
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Benchmarks Compared
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Olmo 3 7B Think Wins
6
Olmo 3.1 32B Think Wins
Benchmark Scores
| Benchmark | Olmo 3 7B Think | Olmo 3.1 32B Think | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 9.5 | 14.2 | |
Coding Index Code generation & understanding | 7.6 | 9.8 | |
Math Index Mathematical reasoning | 70.7 | 77.3 | |
MMLU Pro Academic knowledge | 65.5 | 76.3 | |
GPQA Graduate-level science | 51.6 | 59.1 | |
LiveCodeBench Competitive programming | 61.7 | 69.5 |
Olmo 3.1 32B Think shows stronger mathematical reasoning abilities.
Cost vs Quality
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Olmo 3 7B Think
Other models
Context & Performance
Context Window
Olmo 3 7B Think
65,536
tokens
Max output: 65,536 tokens
Olmo 3.1 32B Think
65,536
tokens
Max output: 65,536 tokens
Speed Performance
| Metric | Olmo 3 7B Think | Olmo 3.1 32B Think | Winner |
|---|---|---|---|
| Tokens/second | 170.6 tok/s | 59.9 tok/s | |
| Time to First Token | 0.60s | 0.68s |
Olmo 3 7B Think responds 185% faster on average.
Capabilities
Feature Comparison
| Feature | Olmo 3 7B Think | Olmo 3.1 32B Think |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Olmo 3 7B Think | Olmo 3.1 32B Think |
|---|---|---|
| License | Open Source | Open Source |
| Author | Allenai | Allenai |
| Released | Nov 2025 | Dec 2025 |
Olmo 3 7B Think Modalities
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Output
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Olmo 3.1 32B Think Modalities
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