Gram ·4e94b2 is P9 of 21 on the 50GRAMx provider standings with 30 points, from 4 signed runs on 1 machine in Council Bluffs, Iowa. Their fastest signed result is MiniCPM-V 4.7 1B at 15 tokens per second. They hold the network's best result on 2 builds and were the first machine anywhere to measure 2. 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/4e94b2)
Activity
12 signed runs in the last 17 weeks, one square a day
Online 16.7% of the hours the network has a record for · last 30 days
Against every machine on the network
Memory bandwidthbeats 0%
CPU, all coresbeats 50%
CPU, one corebeats 54%
Disk readbeats 65%
Download speedbeats 75%
Questions
What machine does Gram ·4e94b2 run?
Linux · no GPU · 4 CPUs · 31 GB RAM. Every part is benchmarked and signed by the machine itself.
How many AI benchmarks has Gram ·4e94b2 signed?
4 signed runs across 4 builds; 3 in the last 30 days.
What is Gram ·4e94b2's fastest model?
MiniCPM-V 4.7 1B (8-bit by openbmb) at 15 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 ·4e94b2 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
MiniCPM-V 4.7 1B15 tok/s8-bit by openbmb
Llama 3.2 1B11 tok/s
CPU only
Kaggle
