Model comparison
Codellama 70b Instruct vs DeepSeek Coder 33B
Codellama 70b Instruct has enough public results to be ranked (#236); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
Meta
DeepSeekSummary
- They share 3 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and DeepSeek Coder 33B in 1 category, but none of those gaps is larger than the uncertainty.
Side by side
| Codellama 70b Instruct | DeepSeek Coder 33B | |
|---|---|---|
| Provider | Meta | DeepSeek |
| Noometry Index | 33.3 | 38.3 |
| Released | — | 2023-11-02 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 9 |
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Category by category
Coding Too close to call
Codellama 70b Instruct: 37.0 (#189), DeepSeek Coder 33B: 37.4 (#180)
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| BigCodeBench Instruct | 40.7% | 42% |
| BigCodeBench Complete | 49.6% | 51.1% |
| HumanEval+ | 65.9% | 75% |
| MBPP+ | — | 70.1% |
Reasoning Not comparable
Codellama 70b Instruct: 19.2 (#241), DeepSeek Coder 33B: —
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| LMArena Hard Prompts | 1052 | — |
| Epoch Capabilities Index | — | 95.74 |
| WinoGrande | — | 62% |
Math Not comparable
Codellama 70b Instruct: —, DeepSeek Coder 33B: —
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| GSM8K | — | 35.4% |
Knowledge Not comparable
Codellama 70b Instruct: —, DeepSeek Coder 33B: —
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| ARC (AI2) Challenge | — | 42.2% |
| MMLU | — | 39.4% |
Multilingual Not comparable
Codellama 70b Instruct: 24.9 (#283), DeepSeek Coder 33B: —
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| LMArena Non-English | 992 | — |
Instruction Following Not comparable
Codellama 70b Instruct: 52.1 (#288), DeepSeek Coder 33B: —
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| LMArena Instruction Following | 1024 | — |
Writing & Preference Not comparable
Codellama 70b Instruct: 33.6 (#272), DeepSeek Coder 33B: —
| Benchmark | Codellama 70b Instruct | DeepSeek Coder 33B |
|---|---|---|
| LMArena Text | 1057 | — |
Frequently asked questions
Is Codellama 70b Instruct better than DeepSeek Coder 33B?
Codellama 70b Instruct has enough public results to be ranked (#236); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Is Codellama 70b Instruct or DeepSeek Coder 33B better for coding?
They score almost the same on coding (37.0 vs 37.4); test both on your own repository before choosing.
How many benchmarks do Codellama 70b Instruct and DeepSeek Coder 33B share?
3 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and DeepSeek Coder 33B has 9.