Mistral Large 4 1T A52B vs MiMo V2.6 Pro RL
MiMo V2.6 Pro RL leads llmrun Score 133.3 to 118.0; neither fits 24 GB.
Run MiMo V2.6 Pro RL in the cloud →
Model A · Mistral AI
Mistral Large 4 1T A52B1000B · 52B active · 1M context · Other · Sep 2026
Model B · Xiaomi
MiMo V2.6 Pro RL1020B · 42B active · 1M context · MIT · Sep 2026
Choose Mistral Large 4 1T A52B if you want…
Also does vision
MiMo V2.6 Pro RL doesn't list it
Choose MiMo V2.6 Pro RL if you want…
Higher llmrun Score
133.3 vs 118.0
Stronger at science
139.6 vs 120.4
Stronger at agents
131.6 vs 116.6
Ahead on the benchmarks
6 of 8 shared boards
Also does chat
Mistral Large 4 1T A52B doesn't list it
More permissive license
MIT vs Other
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
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
12 GB
RTX 3060 12GB · 12 GB tier
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
16 GB
RTX 5060 Ti 16GB · 16 GB tier
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
24 GBreference
RTX 4090 · 24 GB tier
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
32 GB
RTX 5090 · 32 GB tier
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
48 GB
RTX A6000 · 48 GB tier
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
Mac 32 GB
Mac Mini M4 · Macs
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
Mac 64 GB
Mac Studio M4 Max · Macs
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
Mac 128 GB
Mac Studio M4 Max · Macs
Mistral Large 4 1T A52B
Doesn't fit
smallest quant needs 304.3 GB
MiMo V2.6 Pro RL
Doesn't fit
smallest quant needs 435.6 GB
Reference GPU: RTX 4090. Tinted cell = the better pick on that machine (fits, more headroom, or at least 10% faster).
Overall
Mistral Large 4 1T A52B
MiMo V2.6 Pro RL
Coding
Mistral Large 4 1T A52B
MiMo V2.6 Pro RL
Agents
Mistral Large 4 1T A52B
MiMo V2.6 Pro RL
Math
Mistral Large 4 1T A52B
MiMo V2.6 Pro RL
no data
Science
Mistral Large 4 1T A52B
MiMo V2.6 Pro RL
Reasoning
Mistral Large 4 1T A52B
MiMo V2.6 Pro RL
no data
Mistral Large 4 1T A52B · #18 of 104 open models · #16 of 101 that fit ≤640 GB
MiMo V2.6 Pro RL · #2 of 104 open models · #2 of 101 that fit ≤640 GB
Benchmarks
8 shared boards: Mistral Large 4 1T A52B leads 2, MiMo V2.6 Pro RL leads 6 · Benchmarks imported Oct 2026
Mistral Large 4 1T A52B
54.2%#7/70 open
Lab-reportedEpoch AI · Oct 2026
MiMo V2.6 Pro RL
60.9%#1/70 open
Lab-reportedEpoch AI · Sep 2026
Mistral Large 4 1T A52B
1213.2#8/46 open
Lab-reportedEpoch AI · Oct 2026
MiMo V2.6 Pro RL
1158.1#9/46 open
Lab-reportedEpoch AI · Sep 2026
Mistral Large 4 1T A52B
51.6%#5/20 open
Lab-reportedEpoch AI · Oct 2026
MiMo V2.6 Pro RL
54.4%#3/20 open
Lab-reportedEpoch AI · Sep 2026
Mistral Large 4 1T A52B
10.6%#14/82 open
Lab-reportedEpoch AI · Oct 2026
MiMo V2.6 Pro RL
26.6%#1/82 open
Lab-reportedEpoch AI · Sep 2026
Mistral Large 4 1T A52B
60.0#14/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
81.5#7/19 open
IndependentLiveBench · Oct 2026
Mistral Large 4 1T A52B
11.8#17/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
47.5#2/19 open
IndependentLiveBench · Oct 2026
Mistral Large 4 1T A52B
83.9#6/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
79.6#10/19 open
IndependentLiveBench · Oct 2026
Mistral Large 4 1T A52B
10.0%#20/29 open
Lab-reportedEpoch AI · Oct 2026
MiMo V2.6 Pro RL
70.0%#3/29 open
Lab-reportedEpoch AI · Sep 2026
22 more boards (other shared and single-model boards)
Mistral Large 4 1T A52B
8.0#13/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
88.0#2/19 open
IndependentLiveBench · Oct 2026
Mistral Large 4 1T A52B
76.5#6/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
72.3#10/19 open
IndependentLiveBench · Oct 2026
Mistral Large 4 1T A52B
65.6#13/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
78.5#3/19 open
IndependentLiveBench · Oct 2026
Mistral Large 4 1T A52B
28.1#19/19 open
IndependentLiveBench · Oct 2026
MiMo V2.6 Pro RL
76.7#6/19 open
IndependentLiveBench · Oct 2026
Only Mistral Large 4 1T A52B (16)
- GPQA Diamond88.1%
- LiveBench Coding77.2
- LiveBench Reasoning83.9
- AIME 2024/202598.3%
- FrontierMath58.6%
- LiveBench Math93.6
- SimpleQA20.0%
- FrontierMath Tier 426.8%
- FrontierCode39.4%
- Chess Puzzles33.0%
- DTBench88.2%
- Furniture Assembly20.8%
- LMCA35.8%
- Mystery Game Puzzles17.0%
- Surface Evolver Bench28.1%
- WeirdML v34.5%
Only MiMo V2.6 Pro RL (2)
- LMArena Text1479.7
- LMArena WebDev1625.4
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
Mistral Large 4 1T A52B
429 GB380.7 GB file
32K 483 GB · 128K 657 GB
MiMo V2.6 Pro RL
434 GB418.8 GB file
32K 437 GB · 128K 448 GB
Q3_K_M
Mistral Large 4 1T A52B
491 GB~487.5 GB file
32K 546 GB · 128K 720 GB
MiMo V2.6 Pro RL
498 GB~497.3 GB file
32K 501 GB · 128K 512 GB
Q4_0
Mistral Large 4 1T A52B
not listed
MiMo V2.6 Pro RL
511 GB~510.0 GB file
32K 514 GB · 128K 524 GB
Q4_K_M
Mistral Large 4 1T A52B
604 GB634.8 GB file
32K 658 GB · 128K 832 GB
MiMo V2.6 Pro RL
613 GB~612.0 GB file
32K 616 GB · 128K 626 GB
Q5_K_M
Mistral Large 4 1T A52B
716 GB~712.5 GB file
32K 771 GB · 128K 945 GB
MiMo V2.6 Pro RL
727 GB~726.8 GB file
32K 731 GB · 128K 741 GB
Q6_K
Mistral Large 4 1T A52B
829 GB~825.0 GB file
32K 883 GB · 128K 1057 GB
MiMo V2.6 Pro RL
842 GB~841.5 GB file
32K 845 GB · 128K 856 GB
Q8_0
Mistral Large 4 1T A52B
1004 GB~1000.0 GB file
32K 1058 GB · 128K 1232 GB
MiMo V2.6 Pro RL
1021 GB~1020.0 GB file
32K 1024 GB · 128K 1034 GB
3 more quants
IQ2_XXS
Mistral Large 4 1T A52B
279 GB302.5 GB file
32K 333 GB · 128K 507 GB
MiMo V2.6 Pro RL
not listed
IQ3_XXS
Mistral Large 4 1T A52B
391 GB423.5 GB file
32K 446 GB · 128K 620 GB
MiMo V2.6 Pro RL
not listed
BF16
Mistral Large 4 1T A52B
2004 GB~2000.0 GB file
32K 2058 GB · 128K 2232 GB
MiMo V2.6 Pro RL
2041 GB~2040.0 GB file
32K 2044 GB · 128K 2054 GB
Mistral Large 4 1T A52B
Ollama · Q4_K_M
ollama run hf.co/ggml-org/Mistral-Large-4-1T-A52B-GGUF:Q4_K_MMiMo V2.6 Pro RL
Ollama · Q4_K_M
ollama run hf.co/ggml-org/MiMo-V2.6-Pro-RL-GGUF| Spec | Mistral Large 4 1T A52B | MiMo V2.6 Pro RL |
|---|---|---|
| Publisher | Mistral AI | Xiaomi |
| Parameters | 1000B | 1020B |
| Active parameters | 52B per token | 42B per token |
| Architecture | MistralLarge4ForConditionalGeneration | MiMoV2ForCausalLM |
| Context | 1M tokens | 1M tokens |
| Modalities | Vision, Function-calling | Chat, Function-calling |
| License | Other | MIT |
| Released | Sep 2026 | Sep 2026 |
Frequently Asked Questions
Which is better, Mistral Large 4 1T A52B or MiMo V2.6 Pro RL?
MiMo V2.6 Pro RL leads llmrun Score 133.3 to 118.0; neither fits 24 GB. Choose Mistral Large 4 1T A52B for also does vision; choose MiMo V2.6 Pro RL for higher llmrun Score and stronger at science.
Which needs less VRAM, Mistral Large 4 1T A52B or MiMo V2.6 Pro RL?
At Q4_K_M, Mistral Large 4 1T A52B requires 603.9 GB while MiMo V2.6 Pro RL needs 612.5 GB, making Mistral Large 4 1T A52B the easier model to run on your local setup.
Can I run Mistral Large 4 1T A52B or MiMo V2.6 Pro RL on a 16 GB GPU?
Mistral Large 4 1T A52B does not fit (smallest quant needs 304.3 GB); MiMo V2.6 Pro RL does not fit (smallest quant needs 435.6 GB).
Which has a longer context window, Mistral Large 4 1T A52B or MiMo V2.6 Pro RL?
Mistral Large 4 1T A52B supports 1,048,576 tokens and MiMo V2.6 Pro RL supports 1,048,576 tokens.