llmrun

DeepSeek v3 0324 vs DeepSeek V4.1 Flash 1017

DeepSeek V4.1 Flash 1017 leads llmrun Score 134.4 to 93.9; neither fits 24 GB.

Run DeepSeek V4.1 Flash 1017 in the cloud →

684.5B · 40.1B active · 160K context · MIT · Mar 2025

ChatFunctions

763.2B · 16B active · 1M context · MIT · Oct 2026

Vision

Which should you choose?

Choose DeepSeek v3 0324 if you want…

  • Also does chat, function-calling

    DeepSeek V4.1 Flash 1017 doesn't list it

Choose DeepSeek V4.1 Flash 1017 if you want…

  • Higher llmrun Score

    134.4 vs 93.9

  • Stronger at reasoning

    137.1 vs 87.8

  • Stronger at science

    134.3 vs 97.9

  • Ahead on the benchmarks

    4 of 4 shared boards

  • Longer context window

    1M vs 160K tokens

  • Also does vision

    DeepSeek v3 0324 doesn't list it

On your hardware

Each model at its default quant (Q4_K_M), a smaller one when it must. Estimates, ±20%.

8 GB

RTX 4060 · 8 GB tier

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

12 GB

RTX 3060 12GB · 12 GB tier

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

16 GB

RTX 5060 Ti 16GB · 16 GB tier

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

24 GBreference

RTX 4090 · 24 GB tier

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

32 GB

RTX 5090 · 32 GB tier

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

48 GB

RTX A6000 · 48 GB tier

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

Mac 32 GB

Mac Mini M4 · Macs

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

Mac 64 GB

Mac Studio M4 Max · Macs

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

Mac 128 GB

Mac Studio M4 Max · Macs

DeepSeek v3 0324

Doesn't fit

smallest quant needs 189.7 GB

DeepSeek V4.1 Flash 1017

Doesn't fit

smallest quant needs 210.4 GB

Reference GPU: RTX 4090. Tinted cell = the better pick on that machine (fits, more headroom, or at least 10% faster).

llmrun Score

with its 90% range · bars share one scale

Overall

DeepSeek v3 0324

93.991–97

DeepSeek V4.1 Flash 1017

134.4132–137

Coding

DeepSeek v3 0324

99.594–105

DeepSeek V4.1 Flash 1017

135.1127–143

Agents

DeepSeek v3 0324

no data

DeepSeek V4.1 Flash 1017

135.7131–141

Math

DeepSeek v3 0324

no data

DeepSeek V4.1 Flash 1017

132.0129–135

Science

DeepSeek v3 0324

97.990–105

DeepSeek V4.1 Flash 1017

134.3123–146

Reasoning

DeepSeek v3 0324

87.880–96

DeepSeek V4.1 Flash 1017

137.1133–142

DeepSeek v3 0324 · #72 of 106 open models · #68 of 102 that fit ≤512 GB

DeepSeek V4.1 Flash 1017 · #2 of 106 open models · #1 of 102 that fit ≤512 GB

Benchmarks

4 shared boards: DeepSeek v3 0324 leads 0, DeepSeek V4.1 Flash 1017 leads 4 · Benchmarks imported Nov 2026

DeepSeek v3 0324

67.6%#37/100 open

IndependentEpoch AI · Mar 2025

DeepSeek V4.1 Flash 1017

93.2%#1/100 open

IndependentEpoch AI · Oct 2026

DeepSeek v3 0324

37.8%#50/88 open

IndependentEpoch AI · Mar 2025

DeepSeek V4.1 Flash 1017

99.4%#1/88 open

IndependentEpoch AI · Oct 2026

DeepSeek v3 0324

39.0%#39/72 open

Lab-reportedEpoch AI · Mar 2025

DeepSeek V4.1 Flash 1017

55.9%#7/72 open

Lab-reportedEpoch AI · Oct 2026

DeepSeek v3 0324

0.0%#55/84 open

Lab-reportedEpoch AI · Mar 2025

DeepSeek V4.1 Flash 1017

24.0%#3/84 open

Lab-reportedEpoch AI · Oct 2026

30 more boards (other shared and single-model boards)

VRAM by quantization

Memory to load the model and 2K context; below it, the total at 32K and 128K context. Lighter side in bold.

Q2_K

DeepSeek v3 0324

295 GB244.0 GB file

32K 294 GB · 128K 300 GB

DeepSeek V4.1 Flash 1017

325 GB264.5 GB file

32K 325 GB · 128K 326 GB

Q3_K_S

DeepSeek v3 0324

303 GB289.1 GB file

32K 302 GB · 128K 309 GB

DeepSeek V4.1 Flash 1017

not listed

Q3_K_M

DeepSeek v3 0324

338 GB319.2 GB file

32K 336 GB · 128K 343 GB

DeepSeek V4.1 Flash 1017

372 GB347.3 GB file

32K 373 GB · 128K 374 GB

Q4_0

DeepSeek v3 0324

346 GB379.0 GB file

32K 345 GB · 128K 352 GB

DeepSeek V4.1 Flash 1017

not listed

Q4_K_M

DeepSeek v3 0324

415 GB404.4 GB file

32K 413 GB · 128K 420 GB

DeepSeek V4.1 Flash 1017

458 GB444.7 GB file

32K 459 GB · 128K 460 GB

Q5_K_M

DeepSeek v3 0324

492 GB475.4 GB file

32K 490 GB · 128K 497 GB

DeepSeek V4.1 Flash 1017

544 GB~543.8 GB file

32K 545 GB · 128K 546 GB

Q6_K

DeepSeek v3 0324

569 GB550.8 GB file

32K 567 GB · 128K 574 GB

DeepSeek V4.1 Flash 1017

630 GB~629.6 GB file

32K 630 GB · 128K 632 GB

Q8_0

DeepSeek v3 0324

688 GB713.3 GB file

32K 687 GB · 128K 694 GB

DeepSeek V4.1 Flash 1017

764 GB~763.2 GB file

32K 764 GB · 128K 765 GB

13 more quants

IQ2_XXS

DeepSeek v3 0324

192 GB218.7 GB file

32K 191 GB · 128K 198 GB

DeepSeek V4.1 Flash 1017

210 GB300.5 GB file

32K 211 GB · 128K 212 GB

IQ2_XS

DeepSeek v3 0324

not listed

DeepSeek V4.1 Flash 1017

229 GB~229.0 GB file

32K 230 GB · 128K 231 GB

IQ2_S

DeepSeek v3 0324

218 GB197.0 GB file

32K 217 GB · 128K 223 GB

DeepSeek V4.1 Flash 1017

not listed

IQ2_M

DeepSeek v3 0324

235 GB217.4 GB file

32K 234 GB · 128K 241 GB

DeepSeek V4.1 Flash 1017

not listed

IQ3_XXS

DeepSeek v3 0324

269 GB257.9 GB file

32K 268 GB · 128K 275 GB

DeepSeek V4.1 Flash 1017

296 GB394.7 GB file

32K 296 GB · 128K 298 GB

IQ3_S

DeepSeek v3 0324

not listed

DeepSeek V4.1 Flash 1017

325 GB423.6 GB file

32K 325 GB · 128K 326 GB

Q3_K_L

DeepSeek v3 0324

355 GB347.4 GB file

32K 353 GB · 128K 360 GB

DeepSeek V4.1 Flash 1017

not listed

IQ4_XS

DeepSeek v3 0324

372 GB357.1 GB file

32K 371 GB · 128K 377 GB

DeepSeek V4.1 Flash 1017

not listed

IQ4_NL

DeepSeek v3 0324

389 GB378.1 GB file

32K 388 GB · 128K 395 GB

DeepSeek V4.1 Flash 1017

not listed

Q4_1

DeepSeek v3 0324

389 GB419.9 GB file

32K 388 GB · 128K 395 GB

DeepSeek V4.1 Flash 1017

not listed

Q4_K_S

DeepSeek v3 0324

389 GB380.0 GB file

32K 388 GB · 128K 395 GB

DeepSeek V4.1 Flash 1017

not listed

Q5_K_S

DeepSeek v3 0324

475 GB461.8 GB file

32K 473 GB · 128K 480 GB

DeepSeek V4.1 Flash 1017

not listed

BF16

DeepSeek v3 0324

1373 GB1342.3 GB file

32K 1372 GB · 128K 1379 GB

DeepSeek V4.1 Flash 1017

1527 GB~1526.4 GB file

32K 1527 GB · 128K 1528 GB

How to run each

Specifications

Specifications of DeepSeek v3 0324 and DeepSeek V4.1 Flash 1017
SpecDeepSeek v3 0324DeepSeek V4.1 Flash 1017
PublisherDeepSeekDeepSeek
Parameters684.5B763.2B
Active parameters40B per token16B per token
ArchitectureDeepseekV3ForCausalLMDeepseekV41ForCausalLM
Context160K tokens1M tokens
ModalitiesChat, Function-callingVision
LicenseMITMIT
ReleasedMar 2025Oct 2026

Frequently Asked Questions

Which is better, DeepSeek v3 0324 or DeepSeek V4.1 Flash 1017?

DeepSeek V4.1 Flash 1017 leads llmrun Score 134.4 to 93.9; neither fits 24 GB. Choose DeepSeek v3 0324 for also does chat, function-calling; choose DeepSeek V4.1 Flash 1017 for higher llmrun Score and stronger at reasoning.

Which needs less VRAM, DeepSeek v3 0324 or DeepSeek V4.1 Flash 1017?

At Q4_K_M, DeepSeek v3 0324 requires 414.6 GB while DeepSeek V4.1 Flash 1017 needs 458.3 GB, making DeepSeek v3 0324 the easier model to run on your local setup.

Can I run DeepSeek v3 0324 or DeepSeek V4.1 Flash 1017 on a 16 GB GPU?

DeepSeek v3 0324 does not fit (smallest quant needs 189.7 GB); DeepSeek V4.1 Flash 1017 does not fit (smallest quant needs 210.4 GB).

Which has a longer context window, DeepSeek v3 0324 or DeepSeek V4.1 Flash 1017?

DeepSeek v3 0324 supports 163,840 tokens and DeepSeek V4.1 Flash 1017 supports 1,048,576 tokens.

DeepSeek v3 0324 vs DeepSeek V4.1 Flash 1017 — VRAM & GPU Comparison | llmrun