Model comparison
Amazon Nova Lite vs Yi-34B
Amazon Nova Lite is the stronger model overall, scoring 31.9 to 27.8 on the Noometry Index.
Last verified . 18 shared benchmarks.
Summary
- They share 18 benchmarks with published results for both. Amazon Nova Lite scores higher in 7 categories and Yi-34B in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Amazon Nova Lite leads 26.3 to 7.5.
- Yi-34B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Lite | Yi-34B | |
|---|---|---|
| Provider | Amazon | 01.AI |
| Noometry Index | 31.9 | 27.8 |
| Released | 2024-12-03 | 2023-11-02 |
| Weights | Proprietary | Open |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.06 | — |
| Output $ / M tokens | $0.24 | — |
| Results tracked | 34 | 23 |
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Category by category
Coding Too close to call
Amazon Nova Lite: 32.5 (#270), Yi-34B: 32.3 (#274)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Coding | 1239 | 1112 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
Reasoning Yi-34B leads
Amazon Nova Lite: 19.3 (#260), Yi-34B: 21.2 (#226)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1104 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| BIG-Bench Hard | — | 71.7% |
| Epoch Capabilities Index | — | 117.39 |
| LiveBench | 36.4% | — |
Math Amazon Nova Lite leads
Amazon Nova Lite: 27.8 (#247), Yi-34B: 21.6 (#282)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Math | 1227 | 1114 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
| MATH Level 5 | — | 5.1% |
| GSM8K | — | 76% |
Knowledge Amazon Nova Lite leads
Amazon Nova Lite: 26.3 (#259), Yi-34B: 7.5 (#309)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Expert | 1201 | 1061 |
| MMLU | 77% | 76.3% |
| GPQA Diamond | — | 14.7% |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
Multimodal Not comparable
Amazon Nova Lite: 25.5 (#123), Yi-34B: —
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Vision | 990 | — |
Multilingual Amazon Nova Lite leads
Amazon Nova Lite: 38.0 (#232), Yi-34B: 29.7 (#264)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Non-English | 1208 | 1079 |
| LMArena Chinese | 1225 | 1176 |
| LMArena French | 1237 | 1081 |
| LMArena German | 1229 | 1042 |
| LMArena Japanese | 1153 | 993 |
| LMArena Korean | 1153 | 959 |
| LMArena Russian | 1216 | 1050 |
| LMArena Spanish | 1226 | 1070 |
Instruction Following Amazon Nova Lite leads
Amazon Nova Lite: 59.3 (#255), Yi-34B: 56.2 (#274)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Instruction Following | 1205 | 1091 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Amazon Nova Lite leads
Amazon Nova Lite: 37.4 (#217), Yi-34B: 33.2 (#264)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Longer Query | 1234 | 1094 |
Writing & Preference Amazon Nova Lite leads
Amazon Nova Lite: 42.1 (#237), Yi-34B: 34.1 (#273)
| Benchmark | Amazon Nova Lite | Yi-34B |
|---|---|---|
| LMArena Text | 1229 | 1129 |
| LMArena Creative Writing | 1197 | 1108 |
| LMArena Multi-Turn | 1199 | 1113 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Yi-34B?
Amazon Nova Lite is the stronger model overall, scoring 31.9 to 27.8 on the Noometry Index.
Is Amazon Nova Lite or Yi-34B better for coding?
They score almost the same on coding (32.5 vs 32.3); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Lite and Yi-34B share?
18 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Yi-34B has 23.