P1 of 16 ▲2 · 614 pts · +485 this week
last signed 3 days agonot claimed yet1 machineearliest result held 2026-10-25
Points
614
leader
Signed runs
45
45 in 30 days
Builds measured
45
Best results held
43
3 pts each
Firsts
44
10 pts each
Rooms
0
Gram ·acbe75 is P1 of 16 on the 50GRAMx provider standings with 614 points, from 45 signed runs on 1 machine. Their fastest signed result is FunctionGemma 270M at 40 tokens per second. They hold the network's best result on 43 builds and were the first machine anywhere to measure 44. Every number is signed by the machine that measured it.
Fastest models on their machines
Output tokens per second, signed · higher is better
FunctionGemma 270M40 tok/s4-bit by Mungert
functiongemma-270m-it-unsloth-bnb-4bit-ft-QAT-GGUF39 tok/s4-bit by mingxileiGemma 3 270M37 tok/s4-bit by unsloth
Home-FunctionGemma-270m36 tok/s3-bit by mradermacher
Qwen 3.5 0.8B16 tok/s4-bit by unsloth
LFM2.5 1.2B16 tok/s4-bit by unslothGemma 3 1B13 tok/s4-bit by ggml-org
Llama 3.2 1B11 tok/s
Granite 4.0 1B11 tok/s4-bit by ibm-graniteA million tokens here
Metered on their machine · OpenRouter price beside it where one is sold
FunctionGemma 270M$0.76no API sells itfunctiongemma-270m-it-unsloth-bnb-4bit-ft-QAT-GGUF$0.78no API sells it
functiongemma-270m-it-abominable-heresy$0.79no API sells itGemma 3 270M$0.82no API sells itHome-FunctionGemma-270m$0.85no API sells itQwen 3.5 0.8B$1.91no API sells itLFM2.5 1.2B$1.95no API sells itGemma 3 1B$2.45no API sells itLlama 3.2 1B$2.66OpenRouter $0.20Granite 4.0 1B$2.85no API sells itWhat they measured, by family
Signed runs per model family
Every part as the gram benchmarked and signed it.
CPU only
linux · x86_64
CPU
4 CPUs
Memory
31 GB
Network
173.1 MiB/s download
Uptime history starts once the bootstrap runs the build that keeps it (epnd 4317fc1).
Against every machine on the network
This machine has not signed benchmarks of its parts yet.
Linux · no GPU · 4 CPUs · 31 GB RAM. Every part is benchmarked and signed by the machine itself.
45 signed runs across 45 builds; 45 in the last 30 days.
FunctionGemma 270M (4-bit by Mungert) at 40 tokens per second, signed.
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.
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.
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.
| parameters | tokens/sec | proved | per M tokens | per M tokens | Verdict | ||||
|---|---|---|---|---|---|---|---|---|---|
Text & chat · by Qwen3 builds | 800M | 0.5 GB | 164 CPUs, no GPU | 4k | 6 + 1 lang | $1.91metered | not sold | Anyone | only on this network |
Text & chat · by LiquidAI1 build | 1.2B | 0.7 GB | 164 CPUs, no GPU | 4k | 6 + 1 lang | $1.95metered | not sold | You & your company | only on this network |
Text & chat · by meta-llama11 builds | 1.2B | 0.8 GB | 114 CPUs, no GPU | 32k | 5 + 8 lang | $2.66metered | $0.201 provider | Anyone | API 13× cheaper |
Text & chat · by google7 builds | 270M | 0.2 GB | 374 CPUs, no GPU | 32k | 4 + 3 lang | $0.82metered | not sold | Anyone | only on this network |
Text & chat · by google13 builds · 2 variants | 270M | 0.2 GB | 404 CPUs, no GPU | — | 4 + 3 lang | $0.76metered | not sold | Anyone | only on this network |
Text & chat · by ibm-granite6 builds | 1B | 1 GB | 114 CPUs, no GPU | 4k | 4 + 6 lang | $2.85metered | not sold | Anyone | only on this network |
Text & chat · by google6 builds | 1B | 0.8 GB | 134 CPUs, no GPU | 8k | 3 + 8 lang | $2.45metered | not sold | Anyone | only on this network |
Text & chat · by mradermacher7 builds | 270M | — | 394 CPUs, no GPU | — | 2 + 3 lang | $0.79metered | not sold | Not checked | only on this network |
