# DeepSeek V4 Pro vs Yi-Lightning

> DeepSeek V4 Pro is the stronger model overall, scoring 54.3 to 37.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/deepseek-v4-pro-vs-yi-lightning
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. DeepSeek V4 Pro scores higher in 8 categories and Yi-Lightning in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where DeepSeek V4 Pro leads 56.5 to 25.9.
- DeepSeek V4 Pro has downloadable open weights; the other is API-only.

## Snapshot

| | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| Provider | DeepSeek | 01.AI |
| Noometry Index | 54.3 | 37.1 |
| Rank | 31 | 209 |
| Context | 1M | — |
| Input $/M | $0.66 | — |
| Output $/M | $1.98 | — |
| Weights | Open | Proprietary |

## Coding

- DeepSeek V4 Pro: 52.4 (#34)
- Yi-Lightning: 27.4 (#320)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Coding | 1470 | 1312 |
| SWE-bench Verified | 77.6% | — |
| FrontierCode | 28.6% | — |
| Aider Polyglot | — | 12.9% |
| LMArena WebDev | 1582 | — |
| SciCode | 51% | — |
| WeirdML | 66.2% | — |
| ALE-Bench | 1,403 | — |

## Agentic & Tool Use

- DeepSeek V4 Pro: 32.8 (#58)
- Yi-Lightning: —

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| APEX-Agents | 47.3% | — |
| Vending-Bench 2 | 3,285 | — |

## Reasoning

- DeepSeek V4 Pro: 56.5 (#24)
- Yi-Lightning: 25.9 (#139)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Hard Prompts | 1461 | 1302 |
| ARC-AGI-2 | 61.3% | — |
| Kagi LLM Benchmark | 53.5% | — |
| NYT Connections (extended) | 91.3% | — |
| ARC-AGI-1 | 90.5% | — |
| CritPt | 18% | — |
| Chess Puzzles | 47% | — |
| Mystery Game Puzzles | 43% | — |
| DTBench | 93.9% | — |
| LMCA | 45.5% | — |
| Surface Evolver Bench | 40% | — |
| Epoch Capabilities Index | 155.31 | — |
| ForecastBench | 56.1 | — |

## Math

- DeepSeek V4 Pro: 64.8 (#30)
- Yi-Lightning: 36.2 (#172)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Math | 1455 | 1300 |
| FrontierMath (Tiers 1-3) | 64.6% | — |
| FrontierMath Tier 4 | 26.8% | — |
| MathArena Final-Answer Competitions | 76.6% | — |
| OTIS Mock AIME 2024-2025 | 98.6% | — |
| ProofBench | 50% | — |

## Knowledge

- DeepSeek V4 Pro: 59.5 (#31)
- Yi-Lightning: 35.4 (#185)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Expert | 1464 | 1286 |
| GPQA Diamond | 91.7% | — |
| SimpleQA Verified | 52.9% | — |
| Vectara Hallucination Rate | 8.6% | — |

## Multilingual

- DeepSeek V4 Pro: 54.4 (#45)
- Yi-Lightning: 42.2 (#196)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Non-English | 1439 | 1269 |
| LMArena Chinese | 1486 | 1320 |
| LMArena French | 1472 | 1305 |
| LMArena German | 1458 | 1267 |
| LMArena Japanese | 1445 | 1228 |
| LMArena Korean | 1447 | 1192 |
| LMArena Russian | 1453 | 1255 |
| LMArena Spanish | 1458 | 1315 |

## Instruction Following

- DeepSeek V4 Pro: 76.1 (#47)
- Yi-Lightning: 67.4 (#196)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Instruction Following | 1448 | 1278 |

## Long Context

- DeepSeek V4 Pro: 45.0 (#51)
- Yi-Lightning: 39.4 (#181)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Longer Query | 1458 | 1297 |
| CL-bench Life | 13.5% | — |

## Writing & Preference

- DeepSeek V4 Pro: 65.5 (#46)
- Yi-Lightning: 50.2 (#184)

| Benchmark | DeepSeek V4 Pro | Yi-Lightning |
|---|---|---|
| LMArena Text | 1451 | 1302 |
| LMArena Creative Writing | 1446 | 1280 |
| LMArena Multi-Turn | 1467 | 1311 |
| EQ-Bench Creative Writing | 1553 | — |
| EQ-Bench 4 | 1166 | — |

## FAQ

### Is DeepSeek V4 Pro better than Yi-Lightning?

DeepSeek V4 Pro is the stronger model overall, scoring 54.3 to 37.1 on the Noometry Index.

### Is DeepSeek V4 Pro or Yi-Lightning better for coding?

DeepSeek V4 Pro scores higher on coding benchmarks: 52.4 versus 27.4 in the Noometry coding category.

### How many benchmarks do DeepSeek V4 Pro and Yi-Lightning share?

17 benchmarks have published results for both models. DeepSeek V4 Pro has 48 scored results on Noometry and Yi-Lightning has 18.