# DeepSeek Coder 6.7B vs GPT-4.1

> GPT-4.1 has enough public results to be ranked (#219); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-6-7b-vs-gpt-4-1
- Last updated: 2026-10-11
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. DeepSeek Coder 6.7B scores higher in 1 category and GPT-4.1 in 0 categories; one gap is clear of the uncertainty.
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.

## Snapshot

| | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| Provider | DeepSeek | OpenAI |
| Noometry Index | 37.6 | 35.9 |
| Rank | — | 219 |
| Context | — | 1.05M |
| Input $/M | — | $2 |
| Output $/M | — | $8 |
| Weights | Open | Proprietary |

## Coding

- DeepSeek Coder 6.7B: 35.8 (#219)
- GPT-4.1: 34.4 (#238)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| SWE-bench Verified | — | 48.5% |
| SWE-bench Verified (bash only) | — | 39.6% |
| Aider Polyglot | — | 52.4% |
| WeirdML | — | 39% |
| BigCodeBench Instruct | 35.5% | — |
| LMArena Coding | — | 1391 |
| BigCodeBench Complete | 43.8% | — |
| CadEval | — | 42% |
| ALE-Bench | — | 558.1 |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |

## Agentic & Tool Use

- DeepSeek Coder 6.7B: —
- GPT-4.1: 34.7 (#43)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 54% |

## Reasoning

- DeepSeek Coder 6.7B: —
- GPT-4.1: 11.7 (#339)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| Epoch Capabilities Index | 89.62 | 136.78 |
| ARC-AGI-2 | — | 0.4% |
| SimpleBench | — | 27% |
| Kagi LLM Benchmark | — | 52.3% |
| ARC-AGI-1 | — | 5.5% |
| Chess Puzzles | — | 6% |
| EnigmaEval | — | 2.2% |
| LMArena Hard Prompts | — | 1384 |
| DTBench | — | 68.3% |
| LMCA | — | 25.6% |
| ForecastBench | — | 61.5 |
| WinoGrande | 57.6% | — |

## Math

- DeepSeek Coder 6.7B: —
- GPT-4.1: 22.3 (#280)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 6% |
| OTIS Mock AIME 2024-2025 | — | 38.3% |
| Omni-MATH | — | 47.1% |
| LMArena Math | — | 1370 |
| MATH Level 5 | — | 83% |
| FrontierMath (Feb 2025 set) | — | 5.5% |
| FrontierMath Tier 4 (v1) | — | 0% |
| GSM8K | 21.3% | — |

## Knowledge

- DeepSeek Coder 6.7B: —
- GPT-4.1: 37.1 (#160)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| GPQA Diamond | — | 66.9% |
| Humanity's Last Exam | — | 5.4% |
| SimpleQA Verified | — | 31.1% |
| MMLU-Pro | — | 81.1% |
| Vectara Hallucination Rate | — | 5.6% |
| GPQA (HELM) | — | 65.9% |
| LMArena Expert | — | 1364 |
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |

## Multimodal

- DeepSeek Coder 6.7B: —
- GPT-4.1: 38.2 (#67)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| LMArena Vision | — | 1211 |
| GeoBench | — | 72% |

## Multilingual

- DeepSeek Coder 6.7B: —
- GPT-4.1: 49.4 (#133)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| LMArena Non-English | — | 1370 |
| LMArena Chinese | — | 1382 |
| LMArena French | — | 1382 |
| LMArena German | — | 1381 |
| LMArena Japanese | — | 1319 |
| LMArena Korean | — | 1339 |
| LMArena Russian | — | 1377 |
| LMArena Spanish | — | 1376 |

## Instruction Following

- DeepSeek Coder 6.7B: —
- GPT-4.1: 71.3 (#153)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| IFEval | — | 83.8% |
| LMArena Instruction Following | — | 1367 |

## Long Context

- DeepSeek Coder 6.7B: —
- GPT-4.1: 40.0 (#163)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| Fiction.LiveBench | — | 63.9% |
| LMArena Longer Query | — | 1385 |

## Writing & Preference

- DeepSeek Coder 6.7B: —
- GPT-4.1: 57.6 (#125)

| Benchmark | DeepSeek Coder 6.7B | GPT-4.1 |
|---|---|---|
| LMArena Text | — | 1383 |
| LMArena Creative Writing | — | 1363 |
| EQ-Bench Creative Writing | — | 1420 |
| WildBench | — | 85.4% |
| LMArena Multi-Turn | — | 1398 |

## FAQ

### Is DeepSeek Coder 6.7B better than GPT-4.1?

GPT-4.1 has enough public results to be ranked (#219); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

### Is DeepSeek Coder 6.7B or GPT-4.1 better for coding?

DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 34.4 in the Noometry coding category.

### How many benchmarks do DeepSeek Coder 6.7B and GPT-4.1 share?

1 benchmark has published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and GPT-4.1 has 52.