Model comparison
DBRX vs Gemma 2B
DBRX and Gemma 2B score almost the same on the Noometry Index (29.4 vs 29.6), so choose on price, context window or the category you care about most.
Last verified . 13 shared benchmarks.
Databricks
GoogleSummary
- They share 13 benchmarks with published results for both. DBRX scores higher in 6 categories and Gemma 2B in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where DBRX leads 33.6 to 24.0.
Side by side
| DBRX | Gemma 2B | |
|---|---|---|
| Provider | Databricks | |
| Noometry Index | 29.4 | 29.6 |
| Released | 2024-03-27 | 2024-02-21 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 21 | 23 |
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Category by category
Coding DBRX leads
DBRX: 32.9 (#266), Gemma 2B: 29.4 (#305)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Coding | 1132 | 1010 |
| HumanEval+ | 70.1% | 20.7% |
| MBPP+ | 55.8% | 34.1% |
Reasoning DBRX leads
DBRX: 21.4 (#222), Gemma 2B: 18.8 (#275)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Hard Prompts | 1113 | 989 |
| BIG-Bench Hard | — | 35.2% |
| Epoch Capabilities Index | — | 94.2 |
| HellaSwag | — | 71.4% |
| PIQA | — | 77.3% |
| WinoGrande | — | 65.4% |
Math Gemma 2B leads
DBRX: 24.3 (#269), Gemma 2B: 30.0 (#239)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Math | 1145 | 1009 |
| MATH Level 5 | 11.7% | — |
| GSM8K | — | 17.7% |
Knowledge Not comparable
DBRX: 14.9 (#294), Gemma 2B: —
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| GPQA Diamond | 32.9% | — |
| LMArena Expert | 1076 | — |
| ARC (AI2) Challenge | — | 42.1% |
| BoolQ | — | 69.4% |
| MMLU | — | 42.3% |
| TriviaQA | — | 53.2% |
Multilingual DBRX leads
DBRX: 29.3 (#268), Gemma 2B: 23.0 (#294)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Non-English | 1071 | 958 |
| LMArena Chinese | 1068 | 986 |
| LMArena Russian | 1078 | 937 |
| LMArena French | 1096 | — |
| LMArena German | 1057 | — |
| LMArena Japanese | 990 | — |
| LMArena Korean | 993 | — |
| LMArena Spanish | 1064 | — |
Instruction Following DBRX leads
DBRX: 57.5 (#270), Gemma 2B: 48.5 (#302)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Instruction Following | 1112 | 970 |
Long Context DBRX leads
DBRX: 33.7 (#258), Gemma 2B: 29.9 (#291)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Longer Query | 1112 | 981 |
Writing & Preference DBRX leads
DBRX: 33.6 (#275), Gemma 2B: 24.0 (#308)
| Benchmark | DBRX | Gemma 2B |
|---|---|---|
| LMArena Text | 1119 | 1002 |
| LMArena Creative Writing | 1104 | 987 |
| LMArena Multi-Turn | 1111 | 945 |
Frequently asked questions
Is DBRX better than Gemma 2B?
DBRX and Gemma 2B score almost the same on the Noometry Index (29.4 vs 29.6), so choose on price, context window or the category you care about most.
Is DBRX or Gemma 2B better for coding?
DBRX scores higher on coding benchmarks: 32.9 versus 29.4 in the Noometry coding category.
How many benchmarks do DBRX and Gemma 2B share?
13 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and Gemma 2B has 23.