Key Takeaways
Olmo 3 32B Think wins:
- Better at coding
Olmo 3.1 32B Think wins:
- Faster response time
- Higher intelligence benchmark
- Better at math
Price Advantage
Olmo 3 32B Think
Benchmark Advantage
Olmo 3.1 32B Think
Context Window
Olmo 3.1 32B Think
Speed
Olmo 3.1 32B Think
Pricing Comparison
Price Comparison
| Metric | Olmo 3 32B Think | Olmo 3.1 32B Think | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.15 | $0.15 | Tie |
| Output (per 1M tokens) | $0.50 | $0.50 | Tie |
Both models have similar overall pricing.
Olmo 3 32B Think Providers
Parasail $0.15 (Cheapest)
Olmo 3.1 32B Think Providers
Parasail $0.15 (Cheapest)
Benchmark Comparison
6
Benchmarks Compared
2
Olmo 3 32B Think Wins
3
Olmo 3.1 32B Think Wins
Benchmark Scores
| Benchmark | Olmo 3 32B Think | Olmo 3.1 32B Think | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 12.0 | 14.2 | |
Coding Index Code generation & understanding | 10.5 | 9.8 | |
Math Index Mathematical reasoning | 73.7 | 77.3 | |
MMLU Pro Academic knowledge | 75.9 | 76.3 | - |
GPQA Graduate-level science | 61.0 | 59.1 | |
LiveCodeBench Competitive programming | 67.2 | 69.5 |
Olmo 3.1 32B Think wins 3 out of 6 benchmarks.
Cost vs Quality
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Olmo 3 32B Think
Other models
Context & Performance
Context Window
Olmo 3 32B 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 32B Think | Olmo 3.1 32B Think | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 67.5 tok/s | |
| Time to First Token | 0.00s | 0.59s |
Olmo 3.1 32B Think responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | Olmo 3 32B 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 32B Think | Olmo 3.1 32B Think |
|---|---|---|
| License | Open Source | Open Source |
| Author | Allenai | Allenai |
| Released | Nov 2025 | Dec 2025 |
Olmo 3 32B Think Modalities
Input
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Output
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Olmo 3.1 32B Think Modalities
Input
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