# DeepSeek Coder 33B vs GPT-6 Sol

> GPT-6 Sol has enough public results to be ranked (#12); DeepSeek Coder 33B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-33b-vs-gpt-6-sol
- Last updated: 2026-10-11
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. DeepSeek Coder 33B scores higher in 0 categories and GPT-6 Sol in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where GPT-6 Sol leads 60.1 to 38.0.
- DeepSeek Coder 33B has downloadable open weights; the other is API-only.

## Snapshot

| | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| Provider | DeepSeek | OpenAI |
| Noometry Index | 38.9 | 61.8 |
| Rank | — | 12 |
| Context | — | 1.05M |
| Input $/M | — | $2 |
| Output $/M | — | $10 |
| Weights | Open | Proprietary |

## Coding

- DeepSeek Coder 33B: 38.0 (#184)
- GPT-6 Sol: 60.1 (#11)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| DeepSWE | — | 68.8% |
| FrontierCode | — | 49.3% |
| LMArena WebDev | — | 1688 |
| SciCode | — | 57.6% |
| BigCodeBench Instruct | 42% | — |
| LMArena Coding | — | 1447 |
| BigCodeBench Complete | 51.1% | — |
| ALE-Bench | — | 2,462 |
| HumanEval+ | 75% | — |
| MBPP+ | 70.1% | — |

## Agentic & Tool Use

- DeepSeek Coder 33B: —
- GPT-6 Sol: 37.2 (#36)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| APEX-Agents | — | 54.3% |
| GDP.pdf | — | 26.4% |
| Vending-Bench 2 | — | 14,428 |

## Reasoning

- DeepSeek Coder 33B: —
- GPT-6 Sol: 74.0 (#9)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| Epoch Capabilities Index | 96.32 | 162.72 |
| ARC-AGI-2 | — | 89.6% |
| NYT Connections (extended) | — | 90.1% |
| ARC-AGI-1 | — | 95.5% |
| CritPt | — | 30.9% |
| EBR-Bench | — | 53.3% |
| LMArena Hard Prompts | — | 1418 |
| Mystery Game Puzzles | — | 56% |
| DTBench | — | 97.3% |
| LMCA | — | 59.1% |
| WinoGrande | 62% | — |

## Math

- DeepSeek Coder 33B: —
- GPT-6 Sol: 87.2 (#7)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 89.8% |
| FrontierMath Tier 4 | — | 90% |
| OTIS Mock AIME 2024-2025 | — | 100% |
| ProofBench | — | 83% |
| LMArena Math | — | 1402 |
| GSM8K | 35.4% | — |

## Knowledge

- DeepSeek Coder 33B: —
- GPT-6 Sol: 64.8 (#15)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| GPQA Diamond | — | 94.3% |
| SimpleQA Verified | — | 60.7% |
| Vectara Hallucination Rate | — | 6.5% |
| LMArena Expert | — | 1439 |
| ARC (AI2) Challenge | 42.2% | — |
| MMLU | 39.4% | — |

## Multimodal

- DeepSeek Coder 33B: —
- GPT-6 Sol: 47.6 (#10)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| LMArena Vision | — | 1245 |
| Blueprint-Bench 2 | — | 36.9% |
| Furniture Assembly | — | 58.3% |

## Multilingual

- DeepSeek Coder 33B: —
- GPT-6 Sol: 50.5 (#118)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| LMArena Non-English | — | 1385 |
| LMArena Chinese | — | 1405 |
| LMArena French | — | 1410 |
| LMArena German | — | 1390 |
| LMArena Japanese | — | 1385 |
| LMArena Korean | — | 1341 |
| LMArena Russian | — | 1401 |
| LMArena Spanish | — | 1384 |

## Instruction Following

- DeepSeek Coder 33B: —
- GPT-6 Sol: 74.5 (#94)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| LMArena Instruction Following | — | 1412 |

## Long Context

- DeepSeek Coder 33B: —
- GPT-6 Sol: 43.1 (#108)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| LMArena Longer Query | — | 1411 |

## Writing & Preference

- DeepSeek Coder 33B: —
- GPT-6 Sol: 71.9 (#18)

| Benchmark | DeepSeek Coder 33B | GPT-6 Sol |
|---|---|---|
| LMArena Text | — | 1395 |
| LMArena Creative Writing | — | 1378 |
| EQ-Bench Creative Writing | — | 2125 |
| LMArena Multi-Turn | — | 1412 |

## FAQ

### Is DeepSeek Coder 33B better than GPT-6 Sol?

GPT-6 Sol has enough public results to be ranked (#12); DeepSeek Coder 33B does not yet, so treat this comparison as directional.

### Is DeepSeek Coder 33B or GPT-6 Sol better for coding?

GPT-6 Sol scores higher on coding benchmarks: 60.1 versus 38.0 in the Noometry coding category.

### How many benchmarks do DeepSeek Coder 33B and GPT-6 Sol share?

1 benchmark has published results for both models. DeepSeek Coder 33B has 9 scored results on Noometry and GPT-6 Sol has 45.