Model comparison
Amazon Nova Pro vs Codellama 34b Instruct
Amazon Nova Pro and Codellama 34b Instruct score almost the same on the Noometry Index (31.0 vs 30.8), so choose on price, context window or the category you care about most.
Last verified . 10 shared benchmarks.
MetaSummary
- They share 10 benchmarks with published results for both. Amazon Nova Pro scores higher in 6 categories and Codellama 34b Instruct in 1 category; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Pro leads 43.9 to 28.2.
- Codellama 34b Instruct has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Pro | Codellama 34b Instruct | |
|---|---|---|
| Provider | Amazon | Meta |
| Noometry Index | 31.0 | 30.8 |
| Released | 2024-12-03 | — |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.80 | — |
| Output $ / M tokens | $3.20 | — |
| Results tracked | 38 | 14 |
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Category by category
Coding Amazon Nova Pro leads
Amazon Nova Pro: 35.1 (#229), Codellama 34b Instruct: 28.5 (#314)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Coding | 1270 | 1046 |
| BigCodeBench Instruct | — | 29% |
| LiveBench Coding | 38.1% | — |
| BigCodeBench Complete | — | 37.1% |
| HumanEval+ | — | 43.9% |
| MBPP+ | — | 56.3% |
Agentic & Tool Use Not comparable
Amazon Nova Pro: 16.7 (#147), Codellama 34b Instruct: —
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |
Reasoning Too close to call
Amazon Nova Pro: 20.0 (#243), Codellama 34b Instruct: 19.6 (#255)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1246 | 1032 |
| LiveBench Reasoning | 32.6% | — |
| LiveBench Data Analysis | 48.3% | — |
| Epoch Capabilities Index | 123.8 | — |
| LiveBench | 43.5% | — |
Math Codellama 34b Instruct leads
Amazon Nova Pro: 28.5 (#243), Codellama 34b Instruct: 31.0 (#230)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Math | 1252 | 1056 |
| Omni-MATH | 24.2% | — |
| LiveBench Math | 38% | — |
Knowledge Not comparable
Amazon Nova Pro: 27.4 (#250), Codellama 34b Instruct: —
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Confabulations | 30.1% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| LMArena Expert | 1211 | — |
| MMLU | 82% | — |
Multimodal Not comparable
Amazon Nova Pro: 25.0 (#126), Codellama 34b Instruct: —
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Vision | 980 | — |
Multilingual Amazon Nova Pro leads
Amazon Nova Pro: 39.7 (#223), Codellama 34b Instruct: 25.8 (#284)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Non-English | 1234 | 1011 |
| LMArena Chinese | 1244 | 976 |
| LMArena French | 1271 | — |
| LMArena German | 1243 | — |
| LMArena Japanese | 1200 | — |
| LMArena Korean | 1203 | — |
| LMArena Russian | 1240 | — |
| LMArena Spanish | 1182 | — |
Instruction Following Amazon Nova Pro leads
Amazon Nova Pro: 64.9 (#226), Codellama 34b Instruct: 52.2 (#291)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Instruction Following | 1235 | 1028 |
| LiveBench Instruction Following | 67.1% | — |
| IFEval | 81.5% | — |
Long Context Amazon Nova Pro leads
Amazon Nova Pro: 38.1 (#205), Codellama 34b Instruct: 30.9 (#284)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Longer Query | 1255 | 1013 |
Writing & Preference Amazon Nova Pro leads
Amazon Nova Pro: 43.9 (#226), Codellama 34b Instruct: 28.2 (#297)
| Benchmark | Amazon Nova Pro | Codellama 34b Instruct |
|---|---|---|
| LMArena Text | 1259 | 1066 |
| LMArena Creative Writing | 1212 | 1032 |
| LMArena Multi-Turn | 1246 | 1015 |
| Short-Story Creative Writing | 60.5% | — |
| WildBench | 77.7% | — |
| LiveBench Language | 37% | — |
Frequently asked questions
Is Amazon Nova Pro better than Codellama 34b Instruct?
Amazon Nova Pro and Codellama 34b Instruct score almost the same on the Noometry Index (31.0 vs 30.8), so choose on price, context window or the category you care about most.
Is Amazon Nova Pro or Codellama 34b Instruct better for coding?
Amazon Nova Pro scores higher on coding benchmarks: 35.1 versus 28.5 in the Noometry coding category.
How many benchmarks do Amazon Nova Pro and Codellama 34b Instruct share?
10 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and Codellama 34b Instruct has 14.