P11 of 36 ▲21 · 77 pts · +1088 this week
online nowclaimedHyderabad, Telangana1 machineearliest result held 2026-10-23
Points
77
625 behind P1
Signed runs
35
23 in 30 days
Builds measured
35
Best results held
14
3 pts each
Firsts
0
10 pts each
Rooms
3
21GVTmGuZJZ6SY9tENvf, asPepgKbRT1dsKNkRGZd
Carbon per M tokens
4.1 kg
median · modelled · India grid average
Gram ·2e5c02 is P11 of 36 on the 50GRAMx provider standings with 77 points, from 35 signed runs on 1 machine in Hyderabad, Telangana. Their fastest signed result is Gemma 3 270M at 41 tokens per second. They hold the network's best result on 14 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
Gemma 3 270M41 tok/s4-bit by unsloth
MiniCPM-V 4.6 Base27 tok/s4-bit by openbmbFunctionGemma 270M24 tok/s4-bit by unsloth
Qwen2.5 0.5B Instruct23 tok/s4-bit by QwenMiniCPM5 1B21 tok/s4-bit by openbmb
DeepSeek-OCR 2 Base15 tok/s4-bit by sabafallah
Hunyuan MT 2 1.8B14 tok/s4-bit by tencentDeepSeek-OCR Base13 tok/s4-bit by sabafallah
GLM-OCR Base13 tok/s4-bit by mradermacherHunyuan MT 1.5 1.8B7 tok/s4-bit by tencentA million tokens here
Metered on their machine · OpenRouter price beside it where one is sold
Gemma 3 270M$1.72no API sells itMiniCPM-V 4.6 Base$2.62no API sells itFunctionGemma 270M$3.01no API sells itQwen2.5 0.5B Instruct$3.08no API sells itMiniCPM5 1B$3.48no API sells itDeepSeek-OCR 2 Base$4.72no API sells itHunyuan MT 2 1.8B$5.07OpenRouter $0.18DeepSeek-OCR Base$5.44no API sells itGLM-OCR Base$5.50no API sells itHunyuan MT 1.5 1.8B$9.70no API sells itWhat they measured, by family
Signed runs per model family
Every part as the gram benchmarked and signed it.
Intel(R) Iris(R) Xe Graphics
1 GB VRAM
CPU
11th Gen Intel Core i5-1135G7
751 hashes/s all cores
Memory
15.8 GB
3 GB/s · 497.7 ns latency
Disk
disk
245 MB/s read · 10 MB/s write · 290 IOPS
Where
Hyderabad, Telangana
Against every machine on the network
Windows · Intel(R) Iris(R) Xe Graphics 1 GB · 8 CPUs · 16 GB RAM. Every part is benchmarked and signed by the machine itself.
35 signed runs across 35 builds; 23 in the last 30 days.
Gemma 3 270M (4-bit by unsloth) at 41 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 openbmb1 build | ≈870M | 0.5 GB | 27Intel(R) Iris(R) Xe Graphics 1 GB | 256k | 9 + 1 lang | $2.62metered | not sold | Anyone | only on this network |
Text & chat · by openbmb1 build | 1B | 0.6 GB | 21Intel(R) Iris(R) Xe Graphics 1 GB | 64k | 7 + 1 lang | $3.48metered | not sold | Anyone | only on this network |
Text & chat · by zai-org3 builds | ≈900M | 0.5 GB | 13Intel(R) Iris(R) Xe Graphics 1 GB | 4k | 6 + 1 lang | $5.50metered | not sold | Anyone | only on this network |
Text & chat · by google13 builds · 2 variants | 270M | 0.2 GB | 24Intel(R) Iris(R) Xe Graphics 1 GB | — | 5 + 3 lang | $3.01metered | not sold | Anyone | only on this network |
Text & chat · by openbmb1 build | ≈3.6B | 2 GB | 3.2Intel(R) Iris(R) Xe Graphics 1 GB | — | 5 + 1 lang | $23metered | not sold | Anyone | only on this network |
 Text & chat · by mistralai1 build | 3B | 2 GB | 4.7Intel(R) Iris(R) Xe Graphics 1 GB | 64k | 5 + 2 lang | $16metered | $0.102 providers | Anyone | API 156× cheaper |
Text & chat · by google7 builds | 270M | 0.2 GB | 41Intel(R) Iris(R) Xe Graphics 1 GB | 32k | 4 + 3 lang | $1.72metered | not sold | Anyone | only on this network |
Text & chat · by Qwen3 builds | 500M | 0.5 GB | 23Intel(R) Iris(R) Xe Graphics 1 GB | 32k | 4 + 5 lang | $3.08metered | not sold | Anyone | only on this network |
Text & chat · by deepseek-ai1 build | ≈3.2B | 1.8 GB | 15Intel(R) Iris(R) Xe Graphics 1 GB | — | 3 + 1 lang | $4.72metered | not sold | Anyone | only on this network |
Text & chat · by deepseek-ai1 build | ≈3.2B | 1.8 GB | 13Intel(R) Iris(R) Xe Graphics 1 GB | — | 2 + 1 lang | $5.44metered | not sold | Anyone | only on this network |
 Text & chat · by sarvamai2 builds | 2B | 1.4 GB | 4.8Intel(R) Iris(R) Xe Graphics 1 GB | 8k | 2 + 9 lang | $15metered | not sold | Not checked | 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 SWivid1 build | 150M | 0.6 GB | ran, not timed | — | 1 | — | not sold | Own machines only | 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 |
 Other · by ununununununununununununununununununun1 build | — | — | ran, not timed | — | 1 | — | not sold | You & your company | only on this network |
Other · by ununununununununununununununununununun1 build | — | — | ran, not timed | — | 1 | — | not sold | You & your company | only on this network |
Speech to text · by facebook1 build | 2.3B | 8.6 GB | ran, not timed | — | 1 + 13 lang | — | not sold | Own machines only | only on this network |
 Image generation · by segmind1 build | 320M | 1 GB | ran, not timed | — | 1 | — | not sold | Anyone | only on this network |
Text & chat · by tencent4 builds | 1.8B | 0.9 GB | 14Intel(R) Iris(R) Xe Graphics 1 GB | — | — | $5.07metered | $0.181 provider | Anyone | API 29× cheaper |
Text & chat · by tencent2 builds | 1.8B | 1.1 GB | 7.4Intel(R) Iris(R) Xe Graphics 1 GB | — | — | $9.70metered | not sold | Not checked | 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 |
Translation · by facebook1 build | 600M | 2.3 GB | ran, not timed | — | 0 + 12 lang | — | not sold | Own machines only | only on this network |
