Key Takeaways
Olmo 3.1 32B Instruct wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
OLMo 7B Instruct wins:
- Cheaper output tokens
Price Advantage
OLMo 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 3.1 32B Instruct | OLMo 7B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.20 | $0.20 | Tie |
| Output (per 1M tokens) | $0.60 | $0.20 | OLMo 7B Instruct |
Using a 3:1 input/output ratio, OLMo 7B Instruct is 33% cheaper overall.
Olmo 3.1 32B Instruct Providers
No provider data available
OLMo 7B Instruct Providers
No provider data available
Benchmark Comparison
3
Benchmarks Compared
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Olmo 3.1 32B Instruct Wins
0
OLMo 7B Instruct Wins
Benchmark Scores
| Benchmark | Olmo 3.1 32B Instruct | OLMo 7B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 12.2 | - | - |
Coding Index Code generation & understanding | 5.6 | - | - |
GPQA Graduate-level science | 53.9 | - | - |
Olmo 3.1 32B Instruct significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
Olmo 3.1 32B Instruct
65,536
tokens
OLMo 7B Instruct
N/A
tokens
Speed Performance
| Metric | Olmo 3.1 32B Instruct | OLMo 7B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 53.4 tok/s | N/A | |
| Time to First Token | 0.25s | N/A |
Capabilities
Feature Comparison
| Feature | Olmo 3.1 32B Instruct | OLMo 7B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Olmo 3.1 32B Instruct | OLMo 7B Instruct |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Allenai | Allenai |
| Released | Jan 2026 | Unknown |
Olmo 3.1 32B Instruct Modalities
Input
text
Output
text
OLMo 7B Instruct Modalities
Input
Output