Key Takeaways
Olmo 3 7B Instruct wins:
- Cheaper input tokens
- Cheaper output tokens
- Better at math
Olmo 3.1 32B Instruct wins:
- Faster response time
- Higher intelligence benchmark
- Better at coding
Price Advantage
Olmo 3 7B Instruct
Benchmark Advantage
Olmo 3.1 32B Instruct
Context Window
Olmo 3.1 32B Instruct
Speed
Olmo 3.1 32B Instruct
Pricing Comparison
Price Comparison
| Metric | Olmo 3 7B Instruct | Olmo 3.1 32B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.10 | $0.20 | Olmo 3 7B Instruct |
| Output (per 1M tokens) | $0.20 | $0.60 | Olmo 3 7B Instruct |
Using a 3:1 input/output ratio, Olmo 3 7B Instruct is 58% cheaper overall.
Olmo 3 7B Instruct Providers
Parasail $0.10 (Cheapest)
Olmo 3.1 32B Instruct Providers
DeepInfra $0.20 (Cheapest)
Benchmark Comparison
6
Benchmarks Compared
0
Olmo 3 7B Instruct Wins
3
Olmo 3.1 32B Instruct Wins
Benchmark Scores
| Benchmark | Olmo 3 7B Instruct | Olmo 3.1 32B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 8.1 | 12.0 | |
Coding Index Code generation & understanding | 3.4 | 5.6 | |
Math Index Mathematical reasoning | 41.3 | - | - |
MMLU Pro Academic knowledge | 52.2 | - | - |
GPQA Graduate-level science | 40.0 | 53.9 | |
LiveCodeBench Competitive programming | 26.6 | - | - |
Olmo 3 7B Instruct shows stronger mathematical reasoning abilities.
Cost vs Quality
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Olmo 3 7B Instruct
Other models
Context & Performance
Context Window
Olmo 3 7B Instruct
65,536
tokens
Max output: 65,536 tokens
Olmo 3.1 32B Instruct
65,536
tokens
Speed Performance
| Metric | Olmo 3 7B Instruct | Olmo 3.1 32B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 37.6 tok/s | 43.0 tok/s | |
| Time to First Token | 0.48s | 0.24s |
Olmo 3.1 32B Instruct responds 14% faster on average.
Capabilities
Feature Comparison
| Feature | Olmo 3 7B Instruct | Olmo 3.1 32B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Olmo 3 7B Instruct | Olmo 3.1 32B Instruct |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Allenai | Allenai |
| Released | Nov 2025 | Jan 2026 |
Olmo 3 7B Instruct Modalities
Input
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Output
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Olmo 3.1 32B Instruct Modalities
Input
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Output
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