Model comparison
DeepSeek Coder 1.3B vs Palm 2
Palm 2 has enough public results to be ranked (#298); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
DeepSeek
GoogleSummary
- DeepSeek Coder 1.3B has downloadable open weights; the other is API-only.
Side by side
| DeepSeek Coder 1.3B | Palm 2 | |
|---|---|---|
| Provider | DeepSeek | |
| Noometry Index | 35.0 | 30.0 |
| Released | 2023-11-02 | — |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 10 |
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Category by category
Coding DeepSeek Coder 1.3B leads
DeepSeek Coder 1.3B: 31.2 (#287), Palm 2: 29.0 (#311)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| BigCodeBench Instruct | 22.8% | — |
| LMArena Coding | — | 994 |
| BigCodeBench Complete | 29.6% | — |
| HumanEval+ | 60.4% | — |
| MBPP+ | 54.8% | — |
Reasoning Not comparable
DeepSeek Coder 1.3B: —, Palm 2: 19.1 (#271)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| LMArena Hard Prompts | — | 1005 |
| Epoch Capabilities Index | 63.6 | — |
| WinoGrande | 53.3% | — |
Math Not comparable
DeepSeek Coder 1.3B: —, Palm 2: 30.8 (#231)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| LMArena Math | — | 1049 |
| GSM8K | 4.4% | — |
Knowledge Not comparable
DeepSeek Coder 1.3B: —, Palm 2: —
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| ARC (AI2) Challenge | 25.4% | — |
| MMLU | 25.8% | — |
Multilingual Not comparable
DeepSeek Coder 1.3B: —, Palm 2: 20.9 (#295)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| LMArena Non-English | — | 916 |
| LMArena Chinese | — | 887 |
Instruction Following Not comparable
DeepSeek Coder 1.3B: —, Palm 2: 51.0 (#296)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| LMArena Instruction Following | — | 1010 |
Long Context Not comparable
DeepSeek Coder 1.3B: —, Palm 2: 30.8 (#285)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| LMArena Longer Query | — | 1010 |
Writing & Preference Not comparable
DeepSeek Coder 1.3B: —, Palm 2: 25.6 (#304)
| Benchmark | DeepSeek Coder 1.3B | Palm 2 |
|---|---|---|
| LMArena Text | — | 1027 |
| LMArena Creative Writing | — | 991 |
| LMArena Multi-Turn | — | 994 |
Frequently asked questions
Is DeepSeek Coder 1.3B better than Palm 2?
Palm 2 has enough public results to be ranked (#298); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 1.3B or Palm 2 better for coding?
DeepSeek Coder 1.3B scores higher on coding benchmarks: 31.2 versus 29.0 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 1.3B and Palm 2 share?
0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Palm 2 has 10.