Model comparison
DeepSeek Coder 33B vs Gemini 1.0 Pro
Gemini 1.0 Pro has enough public results to be ranked (#332); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Last verified . 4 shared benchmarks.
DeepSeek
GoogleSummary
- They share 4 benchmarks with published results for both. DeepSeek Coder 33B scores higher in 1 category and Gemini 1.0 Pro in 0 categories; one gap is clear of the uncertainty.
- The widest gap is in coding, where DeepSeek Coder 33B leads 38.0 to 32.2.
- DeepSeek Coder 33B has downloadable open weights; the other is API-only.
Side by side
| DeepSeek Coder 33B | Gemini 1.0 Pro | |
|---|---|---|
| Provider | DeepSeek | |
| Noometry Index | 38.9 | 27.3 |
| Released | 2023-11-02 | 2023-12-13 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 24 |
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Category by category
Coding DeepSeek Coder 33B leads
DeepSeek Coder 33B: 38.0 (#184), Gemini 1.0 Pro: 32.2 (#275)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| HumanEval+ | 75% | 55.5% |
| MBPP+ | 70.1% | 61.4% |
| BigCodeBench Instruct | 42% | — |
| LMArena Coding | — | 1108 |
| BigCodeBench Complete | 51.1% | — |
Reasoning Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 17.1 (#296)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| Epoch Capabilities Index | 96.32 | 117.04 |
| LMArena Hard Prompts | — | 1109 |
| DTBench | — | 45.9% |
| WinoGrande | 62% | — |
Math Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 9.3 (#321)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 1.1% |
| LMArena Math | — | 1132 |
| MATH Level 5 | — | 11.2% |
| GSM8K | 35.4% | — |
Knowledge Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 15.6 (#291)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| MMLU | 39.4% | 70% |
| GPQA Diamond | — | 34% |
| LMArena Expert | — | 1059 |
| ARC (AI2) Challenge | 42.2% | — |
Multilingual Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 33.4 (#252)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| LMArena Non-English | — | 1138 |
| LMArena Chinese | — | 1124 |
| LMArena French | — | 1145 |
| LMArena German | — | 1125 |
| LMArena Japanese | — | 1023 |
| LMArena Russian | — | 1186 |
| LMArena Spanish | — | 1119 |
Instruction Following Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 57.6 (#267)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| LMArena Instruction Following | — | 1114 |
Long Context Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 34.3 (#249)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| LMArena Longer Query | — | 1132 |
Writing & Preference Not comparable
DeepSeek Coder 33B: —, Gemini 1.0 Pro: 36.0 (#264)
| Benchmark | DeepSeek Coder 33B | Gemini 1.0 Pro |
|---|---|---|
| LMArena Text | — | 1149 |
| LMArena Creative Writing | — | 1131 |
| LMArena Multi-Turn | — | 1139 |
Frequently asked questions
Is DeepSeek Coder 33B better than Gemini 1.0 Pro?
Gemini 1.0 Pro has enough public results to be ranked (#332); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 33B or Gemini 1.0 Pro better for coding?
DeepSeek Coder 33B scores higher on coding benchmarks: 38.0 versus 32.2 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 33B and Gemini 1.0 Pro share?
4 benchmarks have published results for both models. DeepSeek Coder 33B has 9 scored results on Noometry and Gemini 1.0 Pro has 24.