Model comparison
DBRX vs Gemma 7B
DBRX and Gemma 7B score almost the same on the Noometry Index (29.4 vs 30.0), so choose on price, context window or the category you care about most.
Last verified . 15 shared benchmarks.
Databricks
GoogleSummary
- They share 15 benchmarks with published results for both. DBRX scores higher in 6 categories and Gemma 7B in 2 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 7B leads 27.3 to 14.9.
Side by side
| DBRX | Gemma 7B | |
|---|---|---|
| Provider | Databricks | |
| Noometry Index | 29.4 | 30.0 |
| Released | 2024-03-27 | 2024-02-21 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 21 | 27 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding DBRX leads
DBRX: 32.9 (#266), Gemma 7B: 30.5 (#294)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Coding | 1132 | 1048 |
| HumanEval+ | 70.1% | 28.7% |
| MBPP+ | 55.8% | 43.4% |
Reasoning DBRX leads
DBRX: 21.4 (#222), Gemma 7B: 19.9 (#249)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1113 | 1042 |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| Epoch Capabilities Index | — | 111.99 |
| HellaSwag | — | 82.2% |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Gemma 7B leads
DBRX: 24.3 (#269), Gemma 7B: 31.2 (#228)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Math | 1145 | 1066 |
| MATH Level 5 | 11.7% | — |
| GSM8K | — | 46.4% |
Knowledge Gemma 7B leads
DBRX: 14.9 (#294), Gemma 7B: 27.3 (#252)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Expert | 1076 | 1001 |
| GPQA Diamond | 32.9% | — |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| MMLU | — | 66.1% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multilingual DBRX leads
DBRX: 29.3 (#268), Gemma 7B: 25.1 (#287)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1071 | 999 |
| LMArena Chinese | 1068 | 1035 |
| LMArena French | 1096 | 1025 |
| LMArena Russian | 1078 | 993 |
| LMArena German | 1057 | — |
| LMArena Japanese | 990 | — |
| LMArena Korean | 993 | — |
| LMArena Spanish | 1064 | — |
Instruction Following DBRX leads
DBRX: 57.5 (#270), Gemma 7B: 51.5 (#295)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1112 | 1017 |
Long Context DBRX leads
DBRX: 33.7 (#258), Gemma 7B: 31.1 (#282)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1112 | 1022 |
Writing & Preference DBRX leads
DBRX: 33.6 (#275), Gemma 7B: 27.1 (#302)
| Benchmark | DBRX | Gemma 7B |
|---|---|---|
| LMArena Text | 1119 | 1056 |
| LMArena Creative Writing | 1104 | 1024 |
| LMArena Multi-Turn | 1111 | 963 |
Frequently asked questions
Is DBRX better than Gemma 7B?
DBRX and Gemma 7B score almost the same on the Noometry Index (29.4 vs 30.0), so choose on price, context window or the category you care about most.
Is DBRX or Gemma 7B better for coding?
DBRX scores higher on coding benchmarks: 32.9 versus 30.5 in the Noometry coding category.
How many benchmarks do DBRX and Gemma 7B share?
15 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and Gemma 7B has 27.