Model comparison
DBRX vs Gemma 1.1 7b IT
Gemma 1.1 7b IT is the stronger model overall, scoring 31.3 to 29.4 on the Noometry Index.
Last verified . 19 shared benchmarks.
Databricks
GoogleSummary
- They share 19 benchmarks with published results for both. DBRX scores higher in 6 categories and Gemma 1.1 7b IT in 2 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 1.1 7b IT leads 28.3 to 14.9.
Side by side
| DBRX | Gemma 1.1 7b IT | |
|---|---|---|
| Provider | Databricks | |
| Noometry Index | 29.4 | 31.3 |
| Released | 2024-03-27 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 21 | 19 |
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Category by category
Coding DBRX leads
DBRX: 32.9 (#266), Gemma 1.1 7b IT: 31.5 (#284)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Coding | 1132 | 1084 |
| HumanEval+ | 70.1% | 35.4% |
| MBPP+ | 55.8% | 45% |
Reasoning Too close to call
DBRX: 21.4 (#222), Gemma 1.1 7b IT: 20.5 (#238)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Hard Prompts | 1113 | 1071 |
Math Gemma 1.1 7b IT leads
DBRX: 24.3 (#269), Gemma 1.1 7b IT: 32.0 (#220)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Math | 1145 | 1107 |
| MATH Level 5 | 11.7% | — |
Knowledge Gemma 1.1 7b IT leads
DBRX: 14.9 (#294), Gemma 1.1 7b IT: 28.3 (#247)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Expert | 1076 | 1039 |
| GPQA Diamond | 32.9% | — |
Multilingual DBRX leads
DBRX: 29.3 (#268), Gemma 1.1 7b IT: 28.1 (#273)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Non-English | 1071 | 1052 |
| LMArena Chinese | 1068 | 1061 |
| LMArena French | 1096 | 1065 |
| LMArena German | 1057 | 1054 |
| LMArena Japanese | 990 | 971 |
| LMArena Korean | 993 | 988 |
| LMArena Russian | 1078 | 1046 |
| LMArena Spanish | 1064 | 1049 |
Instruction Following DBRX leads
DBRX: 57.5 (#270), Gemma 1.1 7b IT: 54.0 (#283)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Instruction Following | 1112 | 1057 |
Long Context DBRX leads
DBRX: 33.7 (#258), Gemma 1.1 7b IT: 32.1 (#272)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Longer Query | 1112 | 1056 |
Writing & Preference DBRX leads
DBRX: 33.6 (#275), Gemma 1.1 7b IT: 30.4 (#288)
| Benchmark | DBRX | Gemma 1.1 7b IT |
|---|---|---|
| LMArena Text | 1119 | 1094 |
| LMArena Creative Writing | 1104 | 1060 |
| LMArena Multi-Turn | 1111 | 1040 |
Frequently asked questions
Is DBRX better than Gemma 1.1 7b IT?
Gemma 1.1 7b IT is the stronger model overall, scoring 31.3 to 29.4 on the Noometry Index.
Is DBRX or Gemma 1.1 7b IT better for coding?
DBRX scores higher on coding benchmarks: 32.9 versus 31.5 in the Noometry coding category.
How many benchmarks do DBRX and Gemma 1.1 7b IT share?
19 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and Gemma 1.1 7b IT has 19.