P4 of 36 ▼1 · 358 pts
last signed 10 days agonot claimed yetDelhi, Delhi1 machineearliest result held 2026-10-16
Points
358
344 behind P1
Signed runs
44
37 in 30 days
Builds measured
44
Best results held
18
3 pts each
Firsts
26
10 pts each
Rooms
0
Carbon per M tokens
740 g
median · modelled · India grid average
Gram ·afbb8a is P4 of 36 on the 50GRAMx provider standings with 358 points, from 44 signed runs on 1 machine in Delhi, Delhi. Their fastest signed result is Llama 3.2 1B at 113 tokens per second. They hold the network's best result on 18 builds and were the first machine anywhere to measure 26. Every number is signed by the machine that measured it.
Fastest models on their machines
Output tokens per second, signed · higher is better
Llama 3.2 1B113 tok/s4-bit by maziyarpanahi
Sarvam-162 tok/s4-bit by bartowski
Gemma 4 E2B58 tok/s4-bit by unsloth
Llama-3.2-3B-Instruct-uncensored47 tok/s3-bit by bartowski
Phi 4 Mini36 tok/s4-bit by bartowskiPhi 4 Mini-Reasoning26 tok/s3-bit by unsloth
Qwen 3 4B23 tok/s5-bit by QwenPhi 4 Reasoning-Plus3 tok/s6-bit by lmstudio-communityA million tokens here
Metered on their machine · OpenRouter price beside it where one is sold
Llama 3.2 1B$0.81OpenRouter $0.20Gemma 4 E2B$1.62no API sells itSarvam-1$3.16no API sells itPhi 4 Mini$3.30no API sells itPhi 4 Mini-Reasoning$7.67no API sells itQwen 3 4B$8.72no API sells itPhi 4 Reasoning-Plus$60no API sells itWhat they measured, by family
Signed runs per model family
Every part as the gram benchmarked and signed it.
Apple M4
darwin · arm64
CPU
Apple M4
10 cores / 10 threads · 22839 hashes/s all cores
Memory
16 GB
42.7 GB/s · 6.5 ns latency
Disk
disk
13543 MB/s read · 1696 MB/s write · 1733096 IOPS
Where
Delhi, Delhi
Against every machine on the network
macOS · Apple M4 · 10 CPUs · 16 GB RAM. Every part is benchmarked and signed by the machine itself.
44 signed runs across 44 builds; 37 in the last 30 days.
Llama 3.2 1B (4-bit by maziyarpanahi) at 113 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 Google19 builds | 5.1B2B active | 3.8 GB | 5810 CPUs, no GPU | 128k | 10 + 20 lang | $1.62metered | not sold | Anyone | only on this network |
Text & chat · by Qwen8 builds | 4B | 2.3 GB | 23Apple silicon | 64k | 8 + 5 lang | $8.72metered | not sold | Anyone | only on this network |
Text & chat · by microsoft10 builds | ≈4.1B | 2.3 GB | 26Apple silicon | 4k | 5 + 3 lang | $7.67metered | not sold | Anyone | only on this network |
Text & chat · by meta-llama11 builds | 1.2B | 0.8 GB | 11310 CPUs, no GPU | 32k | 5 + 8 lang | $0.81metered | $0.201 provider | Anyone | API 4.0× cheaper |
Text & chat · by microsoft21 builds | ≈4.1B | 2.3 GB | 36Apple silicon | 128k | 4 + 7 lang | $3.30metered | not sold | Anyone | only on this network |
Text & chat · by microsoft3 builds | ≈15B | 8.4 GB | 3.3Apple silicon | 32k | 4 + 9 lang | $60metered | not sold | Anyone | only on this network |
Text & chat · by sarvamai2 builds | 2B | 1.4 GB | 62Apple silicon | 8k | 2 + 9 lang | $3.16metered | not sold | Not checked | 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 |
 Image generation · by segmind1 build | 320M | 1 GB | ran, not timed | — | 1 | — | not sold | Anyone | only on this network |
Other · by prunaai1 build | — | — | ran, not timed | — | — | — | not sold | Not checked | only on this network |
Other · by alibaba-pai1 build | 1.3B | — | ran, not timed | — | — | — | not sold | Not checked | only on this network |
