56.3 TFLOPS

P13 of 19 ▼3 · 6 pts · +6 this week

Gram ·dae679

online nownot claimed yetSingapore1 machineearliest result held 2026-11-03

  • First signed result
  • Machine benchmarked and signed

Points

6

2280 behind P1

Signed runs

3

1 in 30 days

Builds measured

3

Best results held

1

3 pts each

Firsts

0

10 pts each

Rooms

1

SG_190464

Carbon per M tokens

256 g

median · 1 sensor reads · world grid average (Singapore not in the table)

Gram ·dae679 is P13 of 19 on the 50GRAMx provider standings with 6 points, from 3 signed runs on 1 machine in Singapore. Their fastest signed result is Gemma 4 E2B at 95 tokens per second. They hold the network's best result on 1 build and were the first machine anywhere to measure 0. Every number is signed by the machine that measured it.

Fastest models on their machines

Output tokens per second, signed · higher is better

  1. Gemma 4 E2B95 tok/s4-bit by unsloth

A million tokens here

Metered on their machine · OpenRouter price beside it where one is sold

  1. Gemma 4 E2B$2.31no API sells it

What they measured, by family

Signed runs per model family

  1. gemma-41
  2. wespeaker1
  3. ecapa-tdnn1

Share this standing

Gram ·dae679 is P13 on the 50GRAMx provider standings: 6 pts from 3 signed AI benchmarks
[![Gram ·dae679 is P13 on the 50GRAMx provider standings: 6 pts from 3 signed AI benchmarks](https://50gramx.com/inferences/providers/dae679/badge.svg)](https://50gramx.com/inferences/providers/dae679)

Activity

2026-07-12: 0 signed runs2026-07-13: 0 signed runs2026-07-14: 0 signed runs2026-07-15: 0 signed runs2026-07-16: 0 signed runs2026-07-17: 0 signed runs2026-07-18: 0 signed runs2026-07-19: 0 signed runs2026-07-20: 0 signed runs2026-07-21: 0 signed runs2026-07-22: 0 signed runs2026-07-23: 0 signed runs2026-07-24: 0 signed runs2026-07-25: 0 signed runs2026-07-26: 0 signed runs2026-07-27: 0 signed runs2026-07-28: 0 signed runs2026-07-29: 0 signed runs2026-07-30: 0 signed runs2026-07-31: 0 signed runs2026-08-01: 0 signed runs2026-08-02: 0 signed runs2026-08-03: 0 signed runs2026-08-04: 0 signed runs2026-08-05: 0 signed runs2026-08-06: 0 signed runs2026-08-07: 0 signed runs2026-08-08: 0 signed runs2026-08-09: 0 signed runs2026-08-10: 0 signed runs2026-08-11: 0 signed runs2026-08-12: 0 signed runs2026-08-13: 0 signed runs2026-08-14: 0 signed runs2026-08-15: 0 signed runs2026-08-16: 0 signed runs2026-08-17: 0 signed runs2026-08-18: 0 signed runs2026-08-19: 0 signed runs2026-08-20: 0 signed runs2026-08-21: 0 signed runs2026-08-22: 0 signed runs2026-08-23: 0 signed runs2026-08-24: 0 signed runs2026-08-25: 0 signed runs2026-08-26: 0 signed runs2026-08-27: 0 signed runs2026-08-28: 0 signed runs2026-08-29: 0 signed runs2026-08-30: 0 signed runs2026-08-31: 0 signed runs2026-09-01: 0 signed runs2026-09-02: 0 signed runs2026-09-03: 0 signed runs2026-09-04: 0 signed runs2026-09-05: 0 signed runs2026-09-06: 0 signed runs2026-09-07: 0 signed runs2026-09-08: 0 signed runs2026-09-09: 0 signed runs2026-09-10: 0 signed runs2026-09-11: 0 signed runs2026-09-12: 0 signed runs2026-09-13: 0 signed runs2026-09-14: 0 signed runs2026-09-15: 0 signed runs2026-09-16: 0 signed runs2026-09-17: 0 signed runs2026-09-18: 0 signed runs2026-09-19: 0 signed runs2026-09-20: 0 signed runs2026-09-21: 0 signed runs2026-09-22: 0 signed runs2026-09-23: 0 signed runs2026-09-24: 0 signed runs2026-09-25: 0 signed runs2026-09-26: 0 signed runs2026-09-27: 0 signed runs2026-09-28: 0 signed runs2026-09-29: 0 signed runs2026-09-30: 0 signed runs2026-10-01: 0 signed runs2026-10-02: 0 signed runs2026-10-03: 0 signed runs2026-10-04: 0 signed runs2026-10-05: 0 signed runs2026-10-06: 0 signed runs2026-10-07: 0 signed runs2026-10-08: 0 signed runs2026-10-09: 0 signed runs2026-10-10: 0 signed runs2026-10-11: 0 signed runs2026-10-12: 0 signed runs2026-10-13: 0 signed runs2026-10-14: 0 signed runs2026-10-15: 0 signed runs2026-10-16: 0 signed runs2026-10-17: 0 signed runs2026-10-18: 0 signed runs2026-10-19: 0 signed runs2026-10-20: 0 signed runs2026-10-21: 0 signed runs2026-10-22: 0 signed runs2026-10-23: 0 signed runs2026-10-24: 0 signed runs2026-10-25: 0 signed runs2026-10-26: 0 signed runs2026-10-27: 0 signed runs2026-10-28: 0 signed runs2026-10-29: 0 signed runs2026-10-30: 0 signed runs2026-10-31: 0 signed runs2026-11-01: 0 signed runs2026-11-02: 0 signed runs2026-11-03: 6 signed runs2026-11-04: 0 signed runs2026-11-05: 0 signed runs2026-11-06: 0 signed runs2026-11-07: 0 signed runs
6 signed runs in the last 17 weeks, one square a day

The machine

Every part as the gram benchmarked and signed it.

gram ·dae679

online now · epnd 2675964

nvidiaNVIDIA L4

56.3 TFLOP/s fp16 · 22 GB VRAM · 35.5 W

CPU

Intel Xeon @ 2.2 GHz

6 cores / 12 threads · 38.5 MB L3 · 1843 hashes/s all cores

Memory

53 GB

3 GB/s · 21.8 ns latency

Disk

overlayfs

4204 MB/s read · 31 MB/s write · 1011768 IOPS

Where

Singapore

3 signed runs1 best results100% awake121 tok/s per $/h
2026-10-05: online 0 of 24 hours2026-10-06: online 0 of 24 hours2026-10-07: online 0 of 24 hours2026-10-08: online 0 of 24 hours2026-10-09: online 0 of 24 hours2026-10-10: online 0 of 24 hours2026-10-11: online 0 of 24 hours2026-10-12: online 0 of 24 hours2026-10-13: online 0 of 24 hours2026-10-14: online 0 of 24 hours2026-10-15: online 0 of 24 hours2026-10-16: online 0 of 24 hours2026-10-17: online 0 of 24 hours2026-10-18: online 0 of 24 hours2026-10-19: online 0 of 24 hours2026-10-20: online 0 of 24 hours2026-10-21: online 0 of 24 hours2026-10-22: online 0 of 24 hours2026-10-23: online 0 of 24 hours2026-10-24: online 0 of 24 hours2026-10-25: online 0 of 24 hours2026-10-26: online 0 of 24 hours2026-10-27: online 0 of 24 hours2026-10-28: online 0 of 24 hours2026-10-29: online 0 of 24 hours2026-10-30: online 0 of 24 hours2026-10-31: online 0 of 24 hours2026-11-01: online 0 of 24 hours2026-11-02: online 0 of 24 hours2026-11-03: online 3 of 24 hours
Online 12.5% of the hours the network has a record for · last 30 days

Against every machine on the network

  • Card (fp16 TFLOP/s)beats 80%
  • Memory bandwidthbeats 57%
  • CPU, all coresbeats 65%
  • CPU, one corebeats 57%
  • Disk readbeats 74%

Questions

What machine does Gram ·dae679 run?

Linux · NVIDIA L4 22 GB · 12 CPUs · 53 GB RAM. Every part is benchmarked and signed by the machine itself.

How many AI benchmarks has Gram ·dae679 signed?

3 signed runs across 3 builds; 1 in the last 30 days.

What is Gram ·dae679's fastest model?

Gemma 4 E2B (4-bit by unsloth) at 95 tokens per second, signed.

How are the standings scored?

1 point per signed run, 3 per build where the provider holds the network’s fastest result on that kind of machine, 10 per model they were first to measure.

Can I check these numbers myself?

Yes. Each run publishes the exact bytes the machine signed and its signature; “verify this yourself” checks it in your browser against the machine’s own key.

Every model Gram ·dae679 measured

The seasons table, narrowed to this provider’s signed runs: speed and cost on their machines, next to what OpenRouter charges, the checks each model passed, and its licence.

2 modelsclick a column to sort by it · click a model for every machine it ran on
parameterstokens/secprovedper M tokensper M tokensVerdict
Google
Text & chat · by Google18 builds
5.1B2B active3.8 GB95NVIDIAL4 23 GB·Google ColabGoogle Colab128k10 + 20 lang$2.31meterednot soldAnyoneonly on this network
speechbrain
Speaker recognition · by speechbrain1 build
20M0.1 GBran, not timed—1—not soldAnyoneonly on this network