Model comparison
DBRX vs Gemma 2 2b IT
Gemma 2 2b IT is the stronger model overall, scoring 33.1 to 29.4 on the Noometry Index.
Last verified . 17 shared benchmarks.
Databricks
GoogleSummary
- They share 17 benchmarks with published results for both. DBRX scores higher in 2 categories and Gemma 2 2b IT in 6 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 2 2b IT leads 29.9 to 14.9.
Side by side
| DBRX | Gemma 2 2b IT | |
|---|---|---|
| Provider | Databricks | |
| Noometry Index | 29.4 | 33.1 |
| Released | 2024-03-27 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 21 | 17 |
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Category by category
Coding Too close to call
DBRX: 32.9 (#266), Gemma 2 2b IT: 32.3 (#273)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Coding | 1132 | 1112 |
| HumanEval+ | 70.1% | — |
| MBPP+ | 55.8% | — |
Reasoning Too close to call
DBRX: 21.4 (#222), Gemma 2 2b IT: 21.4 (#224)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Hard Prompts | 1113 | 1113 |
Math Gemma 2 2b IT leads
DBRX: 24.3 (#269), Gemma 2 2b IT: 32.6 (#212)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Math | 1145 | 1135 |
| MATH Level 5 | 11.7% | — |
Knowledge Gemma 2 2b IT leads
DBRX: 14.9 (#294), Gemma 2 2b IT: 29.9 (#231)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Expert | 1076 | 1096 |
| GPQA Diamond | 32.9% | — |
Multilingual Gemma 2 2b IT leads
DBRX: 29.3 (#268), Gemma 2 2b IT: 32.3 (#257)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Non-English | 1071 | 1121 |
| LMArena Chinese | 1068 | 1132 |
| LMArena French | 1096 | 1157 |
| LMArena German | 1057 | 1114 |
| LMArena Japanese | 990 | 1083 |
| LMArena Korean | 993 | 1055 |
| LMArena Russian | 1078 | 1118 |
| LMArena Spanish | 1064 | 1140 |
Instruction Following Too close to call
DBRX: 57.5 (#270), Gemma 2 2b IT: 57.8 (#263)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Instruction Following | 1112 | 1118 |
Long Context Too close to call
DBRX: 33.7 (#258), Gemma 2 2b IT: 34.3 (#250)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Longer Query | 1112 | 1130 |
Writing & Preference Gemma 2 2b IT leads
DBRX: 33.6 (#275), Gemma 2 2b IT: 36.5 (#263)
| Benchmark | DBRX | Gemma 2 2b IT |
|---|---|---|
| LMArena Text | 1119 | 1156 |
| LMArena Creative Writing | 1104 | 1147 |
| LMArena Multi-Turn | 1111 | 1118 |
Frequently asked questions
Is DBRX better than Gemma 2 2b IT?
Gemma 2 2b IT is the stronger model overall, scoring 33.1 to 29.4 on the Noometry Index.
Is DBRX or Gemma 2 2b IT better for coding?
They score almost the same on coding (32.9 vs 32.3); test both on your own repository before choosing.
How many benchmarks do DBRX and Gemma 2 2b IT share?
17 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and Gemma 2 2b IT has 17.