Model comparison
DBRX vs StarCoder 2 7B
DBRX has enough public results to be ranked (#311); StarCoder 2 7B does not yet, so treat this comparison as directional.
Last verified . 1 shared benchmarks.
Databricks
NVIDIASummary
- They share 1 benchmark with published results for both. DBRX scores higher in 0 categories and StarCoder 2 7B in 1 category; one gap is clear of the uncertainty.
Side by side
| DBRX | StarCoder 2 7B | |
|---|---|---|
| Provider | Databricks | NVIDIA |
| Noometry Index | 29.4 | 37.0 |
| Released | 2024-03-27 | 2024-02-20 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 21 | 7 |
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Category by category
Coding StarCoder 2 7B leads
DBRX: 32.9 (#266), StarCoder 2 7B: 34.8
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| HumanEval+ | 70.1% | 29.9% |
| LMArena Coding | 1132 | — |
| BigCodeBench Complete | — | 27.7% |
| MBPP+ | 55.8% | — |
Reasoning Not comparable
DBRX: 21.4 (#222), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| LMArena Hard Prompts | 1113 | — |
| Epoch Capabilities Index | — | 93.56 |
| WinoGrande | — | 57.1% |
Math Not comparable
DBRX: 24.3 (#269), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| LMArena Math | 1145 | — |
| MATH Level 5 | 11.7% | — |
| GSM8K | — | 32.7% |
Knowledge Not comparable
DBRX: 14.9 (#294), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| GPQA Diamond | 32.9% | — |
| LMArena Expert | 1076 | — |
| ARC (AI2) Challenge | — | 38.7% |
| MMLU | — | 38.8% |
Multilingual Not comparable
DBRX: 29.3 (#268), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| LMArena Non-English | 1071 | — |
| LMArena Chinese | 1068 | — |
| LMArena French | 1096 | — |
| LMArena German | 1057 | — |
| LMArena Japanese | 990 | — |
| LMArena Korean | 993 | — |
| LMArena Russian | 1078 | — |
| LMArena Spanish | 1064 | — |
Instruction Following Not comparable
DBRX: 57.5 (#270), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| LMArena Instruction Following | 1112 | — |
Long Context Not comparable
DBRX: 33.7 (#258), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| LMArena Longer Query | 1112 | — |
Writing & Preference Not comparable
DBRX: 33.6 (#275), StarCoder 2 7B: —
| Benchmark | DBRX | StarCoder 2 7B |
|---|---|---|
| LMArena Text | 1119 | — |
| LMArena Creative Writing | 1104 | — |
| LMArena Multi-Turn | 1111 | — |
Frequently asked questions
Is DBRX better than StarCoder 2 7B?
DBRX has enough public results to be ranked (#311); StarCoder 2 7B does not yet, so treat this comparison as directional.
Is DBRX or StarCoder 2 7B better for coding?
StarCoder 2 7B scores higher on coding benchmarks: 34.8 versus 32.9 in the Noometry coding category.
How many benchmarks do DBRX and StarCoder 2 7B share?
1 benchmark has published results for both models. DBRX has 21 scored results on Noometry and StarCoder 2 7B has 7.