Model comparison
DeepSeek-V2 (MoE-236B, May 2024) vs Palm 2
Palm 2 has enough public results to be ranked (#298); DeepSeek-V2 (MoE-236B, May 2024) does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
DeepSeek
GoogleSummary
- The widest gap is in coding, where DeepSeek-V2 (MoE-236B, May 2024) leads 40.4 to 29.0.
- DeepSeek-V2 (MoE-236B, May 2024) has downloadable open weights; the other is API-only.
Side by side
| DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 | |
|---|---|---|
| Provider | DeepSeek | |
| Noometry Index | 40.3 | 30.0 |
| Released | 2024-05-07 | — |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 10 | 10 |
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Category by category
Coding DeepSeek-V2 (MoE-236B, May 2024) leads
DeepSeek-V2 (MoE-236B, May 2024): 40.4 (#139), Palm 2: 29.0 (#311)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| BigCodeBench Instruct | 48.9% | — |
| LMArena Coding | — | 994 |
| BigCodeBench Complete | 59.4% | — |
Reasoning Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: 19.1 (#271)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| LMArena Hard Prompts | — | 1005 |
| BIG-Bench Hard | 78.8% | — |
| Epoch Capabilities Index | 124.77 | — |
| HellaSwag | 87.1% | — |
| PIQA | 83.9% | — |
| WinoGrande | 86.3% | — |
Math Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: 30.8 (#231)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| LMArena Math | — | 1049 |
Knowledge Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: —
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| ARC (AI2) Challenge | 92.2% | — |
| MMLU | 78.4% | — |
| TriviaQA | 80% | — |
Multilingual Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: 20.9 (#295)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| LMArena Non-English | — | 916 |
| LMArena Chinese | — | 887 |
Instruction Following Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: 51.0 (#296)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| LMArena Instruction Following | — | 1010 |
Long Context Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: 30.8 (#285)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| LMArena Longer Query | — | 1010 |
Writing & Preference Not comparable
DeepSeek-V2 (MoE-236B, May 2024): —, Palm 2: 25.6 (#304)
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Palm 2 |
|---|---|---|
| LMArena Text | — | 1027 |
| LMArena Creative Writing | — | 991 |
| LMArena Multi-Turn | — | 994 |
Frequently asked questions
Is DeepSeek-V2 (MoE-236B, May 2024) better than Palm 2?
Palm 2 has enough public results to be ranked (#298); DeepSeek-V2 (MoE-236B, May 2024) does not yet, so treat this comparison as directional.
Is DeepSeek-V2 (MoE-236B, May 2024) or Palm 2 better for coding?
DeepSeek-V2 (MoE-236B, May 2024) scores higher on coding benchmarks: 40.4 versus 29.0 in the Noometry coding category.
How many benchmarks do DeepSeek-V2 (MoE-236B, May 2024) and Palm 2 share?
0 benchmarks have published results for both models. DeepSeek-V2 (MoE-236B, May 2024) has 10 scored results on Noometry and Palm 2 has 10.