HWBench

Dell Pro Max with GB10 vs TI AM68A (8 TOPS)

No like-for-like comparison yet: both have published results, but model size or batch differ. Treat the numbers below as indicative only.

Dell Pro Max with GB10TI AM68A (8 TOPS)
Best object detection78.73 FPS A
2026-09-16 (published)
83.75 FPS C
Older data (2024)
Powern/an/a
Perf / Wn/an/a
Pricen/a$174.197 list
Workloads with data2 of 71 of 7

Best published object detection result per platform. n/a = not published; never estimated.

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

object detection

⚠ MIXED COMPARISON — not like-for-like. Baseline unknown at batch 1. Differs: batch unknown vs 1.
PlatformResultModel · precision · stackGradePowerSource
TI AM68A (8 TOPS)83.75 FPS
inference_time · b=1
yolov7_tiny
INT8 · TI Edge AI SDK / TIDL (edgeai-benchmark) · unknown
Cunknown power n/a
no power published
TI edgeai-tensorlab tech report: speed/accuracy of object detection models (AM68A)
Older data (2024)
Dell Pro Max with GB10
MIXED: batch unknown vs 1
78.73 FPS
throughput_offline · b=unknown
MLPerf yolo-95
fp4 · CUDA 13.0 · unknown
Aunknown power n/a
no power published
MLPerf Inference v6.1, closed division, edge suite
2026-09-16 (published)

No shared like-for-like group exists for this pair.

instance segmentation

◌

No published instance segmentation results for Dell Pro Max with GB10 or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

◌

No published pose estimation results for Dell Pro Max with GB10 or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

◌

No published image classification results for Dell Pro Max with GB10 or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

◌

No published semantic segmentation results for Dell Pro Max with GB10 or TI AM68A (8 TOPS) 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

◌

No published speech-to-text results for Dell Pro Max with GB10 or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

Only Dell Pro Max with GB10 has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
Dell Pro Max with GB1023.92 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
C138 W measured
reported in result source — measured
Jeff Geerling ai-benchmarks README (Findings tables)
2026-09-22 (page last edited)

TI AM68A (8 TOPS):

◌

No published LLM generation results for TI AM68A (8 TOPS) 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.

How to read these numbers
Every number is labelled. Confidence: A MLPerf closed, audited · B documented third-party method · C community / review · D vendor-published, not independently verified · E estimate. Power basis: measured with the result · spec vendor spec/envelope · power n/a not published.

Machine-readable: /find.json (see llms.txt); full tables are in “Show data”. Confidence grades: A audited MLPerf closed · B documented third-party · C community · D vendor-published · E estimate. Unknown values are shown as unknown, never estimated. Generated 2026-10-16 from public sources.