VOOZH about

URL: https://willitrunai.com/can-run/mistral-small-3.2-24b-on-rtx-pro-4500-blackwell-32gb

⇱ Mistral Small 3.2 24B on RTX PRO 4500 Blackwell 32GB? YES

Can Mistral Small 3.2 24B run on RTX PRO 4500 Blackwell 32GB?

YES — Runs Great

S89Excellent
○Estimated from fit model

Mistral Small 3.2 24B needs ~21.5 GB VRAM. RTX PRO 4500 Blackwell 32GB has 32.0 GB. With Q4_K_M quantization, expect ~55 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: HighStack: BasicBottleneck: Balanced
Share:

Operating mode

Choose the run profile you care about

Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.

Current mode

Balanced

Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.

Capabilities:

Select quantization to explore

Q4_K_M (Medium quality) — 21.5 GB, 55.3 tok/s, Runs well
21.5 GB required32.0 GB available
67% VRAM used

Fit status

Runs well

Decode

55.3 tok/s

TTFT

3503 ms

Safe context

85K

Memory

21.5 GB / 32.0 GB

Memory breakdown

Weights14.6 GB
KV Cache2.4 GB
Runtime1.2 GB
Headroom3.2 GB

See how fast it feels

See how fast it feelsMistral Small 3.2 24B on RTX PRO 4500 Blackwell 32GB
1st promptCold start — includes initialization
>Solve: If a train travels at 60 mph for 2.5 hours, how far does it go?
Let me work through this step by step. Given information: - Speed = 60 mph (miles per hour) - Time = 2.5 hours Formula: Distance = Speed x Time Calculation: Distance = 60 mph x 2.5 h = 150 miles The train travels 150 miles. Double-check: at 60 mph the train covers 60 miles each hour. In half an hour it covers 30 miles. So in 2.5 hours: 60 + 60 + 30 = 150 miles. Confirmed.
2nd promptWarm — model ready, no init overhead
>What if the train stops for 20 minutes halfway?
The stop doesn't change the total distance covered while moving, but it affects total trip time. Breakdown: - First half: 1.25 hours at 60 mph = 75 miles - Stop: 20 minutes (no distance) - Second half: 1.25 hours at 60 mph = 75 miles Total distance: 150 miles (same) Total time: 2.5 h + 0.33 h = 2.83 hours Average speed: 150 / 2.83 = 53 mph The distance stays the same but average speed drops to 53 mph because of the stop.
Estimated: 55.3 tok/s decode · 3.5s TTFT (warm) · 138 tok/s prefill

What limits this setup

This setup is broadly balanced for this model.

No major red flags

This recommendation has enough memory headroom and acceptable estimated speed for the selected workload.

Best improvement path

Performance by workload

WorkloadGradeFitDecodeTTFTContext
ChatSRuns well55.3 tok/s1911 ms85K
CodingSRuns well55.3 tok/s3503 ms85K
Agentic CodingSRuns well55.3 tok/s5095 ms85K
ReasoningSRuns well55.3 tok/s4140 ms85K
RAGSRuns well55.3 tok/s6369 ms85K

Quantization options

How Mistral Small 3.2 24B (24B params) fits at each quantization level on RTX PRO 4500 Blackwell 32GB (32.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
9.4 GB
LowA80
Q3_K_S
3
11.8 GB
LowA81
NVFP4
4
13.4 GB
MediumA82
Q4_K_M
4
14.6 GB
MediumA82
Q5_K_M
5
17.3 GB
HighA83
Q6_K
6
19.7 GB
HighA83
Q8_0Best for your GPU
8
25.7 GB
Very HighA82
F16
16
49.2 GB
MaximumF0

Get started

Copy-paste commands to run Mistral Small 3.2 24B on your machine.

Run

ollama run mistral-small3.2

Your hardware

More models your RTX PRO 4500 Blackwell 32GB can run

ModelParamsGradeDecodeCapabilities
👁 Alibaba
Qwen3-Coder 30B A3B Instruct		30.5BS113.8 tok/s
👁 Alibaba
Qwen 3.5 27B		27BS49.4 tok/s
👁 Alibaba
Qwen 3.6 27B		27BS49.5 tok/s
👁 Alibaba
Qwen 3.6 35B A3B		35BS95.6 tok/s
👁 Alibaba
Qwen3-VL 30B A3B Instruct		30BS117.7 tok/s

Frequently asked questions

See all results for RTX PRO 4500 Blackwell 32GBSee all hardware for Mistral Small 3.2 24B