Dell Pro Max with GB10 vs Minisforum MS-R1 (as tested by Jeff Geerling)

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Split result: Dell Pro Max with GB10 is faster in 2 and Minisforum MS-R1 (as tested by Jeff Geerling) in 1 of 3 like-for-like comparisons.

	Dell Pro Max with GB10	Minisforum MS-R1 (as tested by Jeff Geerling)
Best LLM generation	97.93 tok/s C 2026-09-22 (page last edited)	71.36 tok/s C 2025-11-10 (page last edited)
Power	129 W ● Measured, Whole system	n/a
Perf / W	0.762 tok/s/W ● Measured, Whole system	n/a
Price	n/a	n/a
Workloads with data	2 of 7	1 of 7

Best published LLM generation result per platform (may be from different like-for-like groups — see data). n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only Dell Pro Max with GB10 has published object detection results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Dell Pro Max with GB10	78.73 FPS throughput_offline · b=unknown	MLPerf yolo-95 fp4 · CUDA 13.0 · unknown	A	unknown power not published not published	MLPerf Inference v6.1, closed division, edge suite 2026-09-16 (published)

Minisforum MS-R1 (as tested by Jeff Geerling):

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No published object detection results for Minisforum MS-R1 (as tested by Jeff Geerling) or Dell Pro Max with GB10 yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

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No published instance segmentation results for Dell Pro Max with GB10 or Minisforum MS-R1 (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

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No published pose estimation results for Dell Pro Max with GB10 or Minisforum MS-R1 (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

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No published image classification results for Dell Pro Max with GB10 or Minisforum MS-R1 (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

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No published semantic segmentation results for Dell Pro Max with GB10 or Minisforum MS-R1 (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

speech-to-text

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No published speech-to-text results for Dell Pro Max with GB10 or Minisforum MS-R1 (as tested by Jeff Geerling) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

✓ Like-for-like: model-size class LLM 5–14B, batch 1. Model, precision and stack may still differ.

Platform	Result	Model · precision · stack	Grade	Power	Source
Minisforum MS-R1 (as tested by Jeff Geerling)	34.52 tok/s generation_throughput · b=1	llama3.1:8b Ollama default tag (4-bit unless tag says otherwise) · Ollama (geerlingguy/ollama-benchmark) · LLM 5–14B	C	unknown power not published not published	Jeff Geerling ai-benchmarks issue results (comments) 2025-11-10 (page last edited)
Dell Pro Max with GB10	23.92 tok/s generation_throughput · b=1	DeepSeek R1 14b as in linked issue (Ollama default tags are 4-bit) · Ollama / llama.cpp (see linked issue) · LLM 5–14B	C	138 W ● Measured, Whole system reported in result source — Measured, Whole system	Jeff Geerling ai-benchmarks README (Findings tables) 2026-09-22 (page last edited)

✓ Like-for-like: model-size class LLM ≤4B, batch 1. Model, precision and stack may still differ.

Platform	Result	Model · precision · stack	Grade	Power	Source
Dell Pro Max with GB10	97.93 tok/s generation_throughput · b=1	Llama 3.2:3b as in linked issue (Ollama default tags are 4-bit) · Ollama / llama.cpp (see linked issue) · LLM ≤4B	C	129 W ● Measured, Whole system reported in result source — Measured, Whole system	Jeff Geerling ai-benchmarks README (Findings tables) 2026-09-22 (page last edited)
Minisforum MS-R1 (as tested by Jeff Geerling)	71.36 tok/s generation_throughput · b=1	llama3.2:3b Ollama default tag (4-bit unless tag says otherwise) · Ollama (geerlingguy/ollama-benchmark) · LLM ≤4B	C	unknown power not published not published	Jeff Geerling ai-benchmarks issue results (comments) 2025-11-10 (page last edited)

✓ Like-for-like: model-size class LLM >40B, batch 1. Model, precision and stack may still differ.

Platform	Result	Model · precision · stack	Grade	Power	Source
Dell Pro Max with GB10	4.71 tok/s generation_throughput · b=1	Llama 3.1:70b as in linked issue (Ollama default tags are 4-bit) · Ollama / llama.cpp (see linked issue) · LLM >40B	C	156 W ● Measured, Whole system reported in result source — Measured, Whole system	Jeff Geerling ai-benchmarks README (Findings tables) 2026-09-22 (page last edited)
Minisforum MS-R1 (as tested by Jeff Geerling) CPU-only	0.770 tok/s generation_throughput · b=1	Llama 3.1:70b as in linked issue (Ollama default tags are 4-bit) · Ollama / llama.cpp (see linked issue) · LLM >40B	C	38.20 W ● Measured, Whole system reported in result source — Measured, Whole system	Jeff Geerling ai-benchmarks README (Findings tables) 2026-09-22 (page last edited)

Grades: A audited MLPerf · B third-party · C community · D vendor. How we rank · JSON