P13 of 36 ▼7 · 72 pts
last signed 14 days agonot claimed yetBengaluru, Karnataka1 machineearliest result held 2026-10-28
Points
72
630 behind P1
Signed runs
17
9 in 30 days
Builds measured
17
Best results held
5
3 pts each
Firsts
4
10 pts each
Rooms
0
Carbon per M tokens
3.4 kg
median · modelled · India grid average
Gram ·d061c9 is P13 of 36 on the 50GRAMx provider standings with 72 points, from 17 signed runs on 1 machine in Bengaluru, Karnataka. Their fastest signed result is Gemma 3 270M at 27 tokens per second. They hold the network's best result on 5 builds and were the first machine anywhere to measure 4. Every number is signed by the machine that measured it.
Fastest models on their machines
Output tokens per second, signed · higher is better
Gemma 3 270M27 tok/s4-bit by unsloth
Llama 3.2 1B6 tok/s
Phi 4 Mini-Reasoning5 tok/s4-bit by lmstudio-community
MiniCPM-V 4 Base4 tok/s4-bit by openbmbA million tokens here
Metered on their machine · OpenRouter price beside it where one is sold
Gemma 3 270M$6.41no API sells itLlama 3.2 1B$31OpenRouter $0.20Phi 4 Mini-Reasoning$37no API sells itMiniCPM-V 4 Base$47no API sells itWhat they measured, by family
Signed runs per model family
Every part as the gram benchmarked and signed it.
AMD Radeon(TM) Vega 8 Mobile Graphics
1 GB VRAM
CPU
AMD Ryzen 5 2500U with Radeon Vega Mobile Gfx
8517 hashes/s all cores
Memory
7 GB
6 GB/s · 61.5 ns latency
Disk
disk
2347 MB/s read · 204 MB/s write · 96070 IOPS
Where
Bengaluru, Karnataka
Against every machine on the network
Windows · AMD Radeon(TM) Vega 8 Mobile Graphics 1 GB · 8 CPUs · 7 GB RAM. Every part is benchmarked and signed by the machine itself.
17 signed runs across 17 builds; 9 in the last 30 days.
Gemma 3 270M (4-bit by unsloth) at 27 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 microsoft10 builds | ≈4.1B | 2.3 GB | 4.8AMD 1 GB | 4k | 5 + 3 lang | $37metered | not sold | Anyone | only on this network |
Text & chat · by meta-llama11 builds | 1.2B | 0.8 GB | 5.6AMD Radeon(TM) Vega 8 Mobile Graphics 1 GB | 32k | 5 + 8 lang | $31metered | $0.201 provider | Anyone | API 155× cheaper |
Text & chat · by openbmb1 build | ≈3.6B | 2 GB | 3.7AMD Radeon(TM) Vega 8 Mobile Graphics 1 GB | — | 5 + 1 lang | $47metered | not sold | Anyone | only on this network |
Text & chat · by google7 builds | 270M | 0.2 GB | 27AMD Radeon(TM) Vega 8 Mobile Graphics 1 GB | 32k | 4 + 3 lang | $6.41metered | not sold | Anyone | only on this network |
Embeddings (search) · by google14 builds | 300M | 0.2 GB | ran, not timed | — | 1 | — | not sold | Anyone | only on this network |
 Text to speech · by facebook1 build | 40M | 0.1 GB | ran, not timed | — | 1 | — | not sold | Own machines only | only on this network |
Music & sound · by facebook1 build | 300M | 2.2 GB | ran, not timed | — | 1 | — | not sold | Own machines only | only on this network |
Vision (counting, locating) · by facebook1 build | 90M | 0.7 GB | ran, not timed | — | 1 | — | not sold | Anyone | only on this network |
 Vision (counting, locating) · by depth-anything1 build | 100M | 0.4 GB | ran, not timed | — | — | — | not sold | Own machines only | only on this network |
Vision (counting, locating) · by depth-anything1 build | 30M | 0.1 GB | ran, not timed | — | — | — | not sold | Anyone | only on this network |
