Model comparison
Nova 2.0 Pro Preview vs Olmo 7b Instruct
Nova 2.0 Pro Preview is the stronger model overall, scoring 33.4 to 30.3 on the Noometry Index.
Last verified . 0 shared benchmarks.
Allen Institute for AI (Ai2)Summary
- The widest gap is in coding, where Nova 2.0 Pro Preview leads 40.8 to 29.6.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.
Side by side
| Nova 2.0 Pro Preview | Olmo 7b Instruct | |
|---|---|---|
| Provider | Amazon | Allen Institute for AI (Ai2) |
| Noometry Index | 33.4 | 30.3 |
| Released | 2025-12-02 | — |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 3 | 10 |
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Category by category
Coding Nova 2.0 Pro Preview leads
Nova 2.0 Pro Preview: 40.8 (#133), Olmo 7b Instruct: 29.6 (#303)
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| SciCode | 42.7% | — |
| LMArena Coding | — | 1016 |
Agentic & Tool Use Not comparable
Nova 2.0 Pro Preview: 21.9 (#136), Olmo 7b Instruct: —
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| GDP.pdf | 2% | — |
Reasoning Nova 2.0 Pro Preview leads
Nova 2.0 Pro Preview: 22.4 (#194), Olmo 7b Instruct: 18.8 (#274)
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| CritPt | 0% | — |
| LMArena Hard Prompts | — | 993 |
Math Not comparable
Nova 2.0 Pro Preview: —, Olmo 7b Instruct: 30.2 (#237)
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | — | 1018 |
Multilingual Not comparable
Nova 2.0 Pro Preview: —, Olmo 7b Instruct: 24.0 (#291)
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | — | 977 |
| LMArena Chinese | — | 1014 |
| LMArena Russian | — | 947 |
Instruction Following Not comparable
Nova 2.0 Pro Preview: —, Olmo 7b Instruct: 49.0 (#301)
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | — | 978 |
Writing & Preference Not comparable
Nova 2.0 Pro Preview: —, Olmo 7b Instruct: 25.8 (#303)
| Benchmark | Nova 2.0 Pro Preview | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | — | 1032 |
| LMArena Creative Writing | — | 990 |
| LMArena Multi-Turn | — | 1007 |
Frequently asked questions
Is Nova 2.0 Pro Preview better than Olmo 7b Instruct?
Nova 2.0 Pro Preview is the stronger model overall, scoring 33.4 to 30.3 on the Noometry Index.
Is Nova 2.0 Pro Preview or Olmo 7b Instruct better for coding?
Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.8 versus 29.6 in the Noometry coding category.
How many benchmarks do Nova 2.0 Pro Preview and Olmo 7b Instruct share?
0 benchmarks have published results for both models. Nova 2.0 Pro Preview has 3 scored results on Noometry and Olmo 7b Instruct has 10.