Model comparison
Deepseek Coder v2 vs Gemma 3 1B
Deepseek Coder v2 is the stronger model overall, scoring 35.9 to 21.1 on the Noometry Index.
Last verified . 0 shared benchmarks.
DeepSeek
GoogleSummary
- The widest gap is in knowledge, where Deepseek Coder v2 leads 32.3 to 7.0.
Side by side
| Deepseek Coder v2 | Gemma 3 1B | |
|---|---|---|
| Provider | DeepSeek | |
| Noometry Index | 35.9 | 21.1 |
| Released | 2024-06-17 | 2025-03-12 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 24 | 4 |
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Category by category
Coding Not comparable
Deepseek Coder v2: 38.1 (#183), Gemma 3 1B: —
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| BigCodeBench Instruct | 48.2% | — |
| LMArena Coding | 1251 | — |
| BigCodeBench Complete | 59.7% | — |
| HumanEval+ | 82.3% | — |
| MBPP+ | 75.1% | — |
Agentic & Tool Use Not comparable
Deepseek Coder v2: —, Gemma 3 1B: 13.7 (#152)
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 7.2% |
Reasoning Deepseek Coder v2 leads
Deepseek Coder v2: 23.6 (#176), Gemma 3 1B: 19.2 (#264)
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| Chess Puzzles | — | 0% |
| LMArena Hard Prompts | 1207 | — |
| WinoGrande | 83.7% | — |
Math Deepseek Coder v2 leads
Deepseek Coder v2: 34.9 (#190), Gemma 3 1B: 10.2 (#316)
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 1.1% |
| LMArena Math | 1241 | — |
| GSM8K | 94.5% | — |
Knowledge Deepseek Coder v2 leads
Deepseek Coder v2: 32.3 (#212), Gemma 3 1B: 7.0 (#314)
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| GPQA Diamond | — | 19.9% |
| LMArena Expert | 1181 | — |
| ARC (AI2) Challenge | 64.3% | — |
Multilingual Not comparable
Deepseek Coder v2: 36.3 (#240), Gemma 3 1B: —
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| LMArena Non-English | 1182 | — |
| LMArena Chinese | 1201 | — |
| LMArena French | 1185 | — |
| LMArena German | 1164 | — |
| LMArena Japanese | 1126 | — |
| LMArena Korean | 1104 | — |
| LMArena Russian | 1188 | — |
| LMArena Spanish | 1153 | — |
Instruction Following Not comparable
Deepseek Coder v2: 61.7 (#242), Gemma 3 1B: —
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| LMArena Instruction Following | 1180 | — |
Long Context Not comparable
Deepseek Coder v2: 37.0 (#224), Gemma 3 1B: —
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| LMArena Longer Query | 1219 | — |
Writing & Preference Not comparable
Deepseek Coder v2: 38.2 (#253), Gemma 3 1B: —
| Benchmark | Deepseek Coder v2 | Gemma 3 1B |
|---|---|---|
| LMArena Text | 1191 | — |
| LMArena Creative Writing | 1120 | — |
| LMArena Multi-Turn | 1177 | — |
Frequently asked questions
Is Deepseek Coder v2 better than Gemma 3 1B?
Deepseek Coder v2 is the stronger model overall, scoring 35.9 to 21.1 on the Noometry Index.
How many benchmarks do Deepseek Coder v2 and Gemma 3 1B share?
0 benchmarks have published results for both models. Deepseek Coder v2 has 24 scored results on Noometry and Gemma 3 1B has 4.