Comparing 2 models
DeepSeek V4.1 Flash vs GLM 5.3 Flash
Benchmarks through
Verdict
DeepSeek V4.1 Flash places higher on 6 of the 6 tasks where both are ranked. GLM 5.3 Flash costs 1.5x less per input token.
- Choose DeepSeek V4.1 Flash for JSON & Schema Output (#1), Local LLM for Coding (#1), Structured Data Extraction (#1).
Built from the published task rankings below; ranks come from each task's own weighted benchmarks, so a win on one task says nothing about another.
Measured head to head
Benchmarks both models were run on
| Evaluation | DeepSeek V4.1 Flash | GLM 5.3 Flash | Source |
|---|---|---|---|
| FrontierMath Tiers 1-3 (Epoch AI) | 67.4% ± 2.8 | 55.8% ± 2.9 | source · 2026-10-08 |
| GPQA Diamond (Epoch AI) | 89.8% ± 1.7 | 90.2% ± 1.7 | source · 2026-10-09 |
| LiveBench Agentic Coding | 77.3% | 56.8% | source · 2026-10-16 |
| LiveBench Coding | 80.0% | 79.0% | source · 2026-10-16 |
| LiveBench Data Analysis | 79.3% | 76.4% | source · 2026-10-16 |
| LiveBench Instruction Following | 70.0% | 52.8% | source · 2026-10-16 |
| LiveBench Language | 81.2% | 77.3% | source · 2026-10-16 |
| LiveBench Math | 93.3% | 81.2% | source · 2026-10-16 |
| LiveBench Reasoning | 86.7% | 77.6% | source · 2026-10-16 |
| LMArena Agent | 3 | -1.1 | source · 2026-10-14 |
| LMArena Agent Bash Recovery | 7.9 | -5.7 | source · 2026-10-08 |
| LMArena Agent Steerability | 1.9 | -3 | source · 2026-10-14 |
| LMArena Agent Task Outcome | 7.5 | 3.9 | source · 2026-10-14 |
| LMArena Agent Tool Hallucination | 0.5 | 0.6 | source · 2026-10-14 |
| LMArena Creative Writing | 1437 Elo | 1441 Elo | source · 2026-10-15 |
| LMArena Instruction Following | 1473 Elo | 1478 Elo | source · 2026-10-15 |
| LMArena Long Query | 1474 Elo | 1482 Elo | source · 2026-10-15 |
| LMArena Math | 1478 Elo | 1505 Elo | source · 2026-10-15 |
| LMArena Text | 1475 Elo | 1474 Elo | source · 2026-10-15 |
| LMArena Text Factuality | 1468 Elo | 1463 Elo | source · 2026-10-15 |
| LMArena Vision | 1260 Elo | 1273 Elo | source · 2026-10-09 |
| LMArena Vision Diagrams | 1291 Elo | 1306 Elo | source · 2026-10-09 |
| LMArena Vision OCR | 1270 Elo | 1284 Elo | source · 2026-10-09 |
| LMArena WebDev | 1619 Elo | 1606 Elo | source · 2026-10-13 |
| LMArena WebDev Image-to-Web | 1609 Elo | 1581 Elo | source · 2026-10-09 |
| OTIS Mock AIME (Epoch AI) | 98.3% ± 0.6 | 93.9% ± 2.2 | source · 2026-10-08 |
Values are as published by each evaluator, in its own units; rows from different evaluators are not on a common scale.
task evidence
How they place when the question changes
Lower ranks are better. “Best” marks the strongest option in this shortlist for that task.