Model comparison
DeepSeek Coder 6.7B vs Gemini Advanced 0514
Gemini Advanced 0514 has enough public results to be ranked (#197); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
DeepSeek
GoogleSummary
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.
Side by side
| DeepSeek Coder 6.7B | Gemini Advanced 0514 | |
|---|---|---|
| Provider | DeepSeek | |
| Noometry Index | 37.6 | 37.7 |
| Released | 2023-11-02 | — |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 17 |
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Category by category
Coding Too close to call
DeepSeek Coder 6.7B: 35.8 (#219), Gemini Advanced 0514: 36.6 (#205)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| BigCodeBench Instruct | 35.5% | — |
| LMArena Coding | — | 1255 |
| BigCodeBench Complete | 43.8% | — |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 24.6 (#160)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Hard Prompts | — | 1248 |
| Epoch Capabilities Index | 89.62 | — |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 35.5 (#181)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Math | — | 1272 |
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 33.3 (#205)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Expert | — | 1215 |
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |
Multilingual Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 42.6 (#192)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Non-English | — | 1274 |
| LMArena Chinese | — | 1274 |
| LMArena French | — | 1307 |
| LMArena German | — | 1275 |
| LMArena Japanese | — | 1242 |
| LMArena Korean | — | 1232 |
| LMArena Russian | — | 1283 |
| LMArena Spanish | — | 1242 |
Instruction Following Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 66.0 (#212)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Instruction Following | — | 1253 |
Long Context Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 38.0 (#207)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Longer Query | — | 1253 |
Writing & Preference Not comparable
DeepSeek Coder 6.7B: —, Gemini Advanced 0514: 48.5 (#200)
| Benchmark | DeepSeek Coder 6.7B | Gemini Advanced 0514 |
|---|---|---|
| LMArena Text | — | 1279 |
| LMArena Creative Writing | — | 1284 |
| LMArena Multi-Turn | — | 1269 |
Frequently asked questions
Is DeepSeek Coder 6.7B better than Gemini Advanced 0514?
Gemini Advanced 0514 has enough public results to be ranked (#197); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 6.7B or Gemini Advanced 0514 better for coding?
They score almost the same on coding (35.8 vs 36.6); test both on your own repository before choosing.
How many benchmarks do DeepSeek Coder 6.7B and Gemini Advanced 0514 share?
0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Gemini Advanced 0514 has 17.