# Deepseek Coder v2 vs Gemini 3 Deep Think

> Deepseek Coder v2 has enough public results to be ranked (#217); Gemini 3 Deep Think does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-v2-vs-gemini-3-deep-think
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where Gemini 3 Deep Think leads 70.8 to 22.6.
- Deepseek Coder v2 has downloadable open weights; the other is API-only.

## Snapshot

| | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| Provider | DeepSeek | Google |
| Noometry Index | 35.3 | 58.5 |
| Rank | 217 | — |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- Deepseek Coder v2: 37.5 (#178)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| BigCodeBench Instruct | 48.2% | — |
| LMArena Coding | 1251 | — |
| BigCodeBench Complete | 59.7% | — |
| HumanEval+ | 82.3% | — |
| MBPP+ | 75.1% | — |

## Reasoning

- Deepseek Coder v2: 22.6 (#175)
- Gemini 3 Deep Think: 70.8 (#11)

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| ARC-AGI-2 | — | 84.6% |
| ARC-AGI-1 | — | 96% |
| CritPt | — | 25.7% |
| LMArena Hard Prompts | 1207 | — |
| WinoGrande | 83.7% | — |

## Math

- Deepseek Coder v2: 32.3 (#188)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| LMArena Math | 1241 | — |
| GSM8K | 94.5% | — |

## Knowledge

- Deepseek Coder v2: 31.7 (#209)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| LMArena Expert | 1181 | — |
| ARC (AI2) Challenge | 64.3% | — |

## Multilingual

- Deepseek Coder v2: 36.4 (#235)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| LMArena Non-English | 1182 | — |
| LMArena Chinese | 1201 | — |
| LMArena French | 1184 | — |
| LMArena German | 1164 | — |
| LMArena Japanese | 1126 | — |
| LMArena Korean | 1104 | — |
| LMArena Russian | 1188 | — |
| LMArena Spanish | 1153 | — |

## Instruction Following

- Deepseek Coder v2: 61.9 (#237)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| LMArena Instruction Following | 1180 | — |

## Long Context

- Deepseek Coder v2: 37.0 (#219)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| LMArena Longer Query | 1219 | — |

## Writing & Preference

- Deepseek Coder v2: 38.4 (#249)
- Gemini 3 Deep Think: —

| Benchmark | Deepseek Coder v2 | Gemini 3 Deep Think |
|---|---|---|
| LMArena Text | 1191 | — |
| LMArena Creative Writing | 1120 | — |
| LMArena Multi-Turn | 1176 | — |

## FAQ

### Is Deepseek Coder v2 better than Gemini 3 Deep Think?

Deepseek Coder v2 has enough public results to be ranked (#217); Gemini 3 Deep Think does not yet, so treat this comparison as directional.

### How many benchmarks do Deepseek Coder v2 and Gemini 3 Deep Think share?

0 benchmarks have published results for both models. Deepseek Coder v2 has 24 scored results on Noometry and Gemini 3 Deep Think has 3.