Gram ·12954d is P14 of 16 on the 50GRAMx provider standings with 9 points, from 3 signed runs on 1 machine. Their fastest signed result is Sarvam-1 at 23 tokens per second. They hold the network's best result on 2 builds 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
[](https://50gramx.com/inferences/providers/12954d)
Activity
2 signed runs in the last 17 weeks, one square a day
The machine
Every part as the gram benchmarked and signed it.
gram ·12954d
last seen 2 days ago · epnd 64a4d32
NVIDIA GeForce GTX 1650
4 GB VRAM
CPU
8 CPUs
Memory
8 GB
Network
7.3 MiB/s download
Uptime history starts once the bootstrap runs the build that keeps it (epnd 4317fc1).
Against every machine on the network
Download speedbeats 0%
This machine has not signed benchmarks of its parts yet.
Questions
What machine does Gram ·12954d run?
Windows · NVIDIA GeForce GTX 1650 4 GB · 8 CPUs · 8 GB RAM. Every part is benchmarked and signed by the machine itself.
How many AI benchmarks has Gram ·12954d signed?
3 signed runs across 3 builds; 2 in the last 30 days.
What is Gram ·12954d's fastest model?
Sarvam-1 (4-bit by bartowski) at 23 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 ·12954d 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.
3 modelsclick a column to sort by it · click a model for every machine it ran on
Sarvam-123 tok/s4-bit by bartowski
Gemma 4 E2B10 tok/s4-bit by unsloth
NVIDIA GeForce GTX 1650
