gram ·a5be46
last seen 4 days ago · epnd bd8c334
Tesla T4
15 GB VRAM
CPU
4 CPUs
Memory
31 GB
Uptime history starts once the bootstrap runs the build that keeps it (epnd 4317fc1).
This machine has not signed benchmarks of its parts yet.
P2 of 16 · 498 pts · +330 this week
last signed 4 days agonot claimed yet1 machineearliest result held 2026-10-23
Points
498
116 behind P1
Signed runs
91
40 in 30 days
Builds measured
91
Best results held
39
3 pts each
Firsts
29
10 pts each
Rooms
0
Gram ·a5be46 is P2 of 16 on the 50GRAMx provider standings with 498 points, from 91 signed runs on 1 machine. Their fastest signed result is Qwen2.5 0.5B Instruct at 239 tokens per second. They hold the network's best result on 39 builds and were the first machine anywhere to measure 29. Every number is signed by the machine that measured it.
Fastest models on their machines
Output tokens per second, signed · higher is better
Qwen2.5 0.5B Instruct239 tok/s4-bit by Qwen
Sarvam-1111 tok/s4-bit by bartowski
Gemma 4 E2B101 tok/s4-bit by google
Llama 3.2 3B94 tok/s1-bit by unsloth
Gemma 4 E4B83 tok/s4-bit by google
Phi 4 Mini74 tok/s4-bit by unsloth
Qwen 3 4B61 tok/s1-bit by unsloth
Airavata 7B (Hindi)32 tok/s4-bit by mradermacher
OpenHathi 7B Hindi base30 tok/s4-bit by QuantFactory
Qwen 3 Coder-30B-A3B27 tok/s4-bit by unslothA million tokens here
Metered on their machine · OpenRouter price beside it where one is sold
Qwen2.5 0.5B Instruct$0.56no API sells it
Sarvam-1$1.22no API sells it
Gemma 4 E2B$1.39no API sells it
Llama 3.2 3B$1.43OpenRouter $0.33
Gemma 4 E4B$1.73no API sells it
Phi 4 Mini$1.84no API sells it
Qwen 3 4B$2.21no API sells it
Airavata 7B (Hindi)$4.36no API sells it
OpenHathi 7B Hindi base$4.62no API sells it
Qwen 3 Coder-30B-A3B$5.05OpenRouter $0.28What they measured, by family
Signed runs per model family
Every part as the gram benchmarked and signed it.
Tesla T4
15 GB VRAM
CPU
4 CPUs
Memory
31 GB
Uptime history starts once the bootstrap runs the build that keeps it (epnd 4317fc1).
This machine has not signed benchmarks of its parts yet.
Linux · Tesla T4 15 GB · 4 CPUs · 31 GB RAM. Every part is benchmarked and signed by the machine itself.
91 signed runs across 91 builds; 40 in the last 30 days.
Qwen2.5 0.5B Instruct (4-bit by Qwen) at 239 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 Google18 builds | 5.1B2B active | 3.8 GB | 101 | 128k | 10 + 20 lang | $1.39metered | not sold | Anyone | only on this network |
Text & chat · by Google8 builds | 8B4B active | 4.6 GB | 83 | 128k | 10 + 14 lang | $1.73metered | not sold | Anyone | only on this network |
Text & chat · by Google5 builds | 12B | 6.6 GB | 24 | 256k | 10 + 14 lang | $5.79metered | not sold | Anyone | only on this network |
Text & chat · by Google3 builds | 26B4B active | 15.8 GB | 18 | 128k | 10 + 20 lang | $8.79metered | $0.3015 providers · free tier | Anyone | API 29× cheaper |
Text & chat · by Google2 builds | 31B | — | 2.3 | 128k | 10 + 20 lang | $57metered | $0.4016 providers · free tier | Anyone | API 144× cheaper |
Text & chat · by Qwen8 builds | 4B | 2.3 GB | 61 | 64k | 8 + 5 lang | $2.21metered | not sold | Anyone | only on this network |
Text & chat · by yuxinlu14 builds | 12B | — | 26 | 128k | 8 + 13 lang | $5.21metered | not sold | Not checked | only on this network |
Text & chat · by Qwen5 builds | 4B | 7.5 GB | 12 | 128k | 8 + 9 lang | $12metered | not sold | Anyone | only on this network |
Text & chat · by Qwen3 builds | 14B | 8.4 GB | ran, not timed | 64k | 8 + 7 lang | — | $0.242 providers | Anyone | measured |
Text & chat · by Qwen1 build | 1.7B | — | ran, not timed | 64k | 7 + 1 lang | — | not sold | Anyone | only on this network |
Text & chat · by Qwen1 build | 8B | — | ran, not timed | 64k | 7 + 4 lang | — | not sold | Anyone | only on this network |
Text & chat · by meta-llama16 builds · 2 variants | 3.2B | 1.9 GB | 94 | 128k | 6 + 8 lang | $1.43metered | $0.332 providers | Anyone | API 4.3× cheaper |
Text & chat · by Qwen2 builds · 1 variant | 8B | 4.7 GB | ran, not timed | 128k | 6 + 7 lang | — | $0.751 provider | Anyone | measured |
Text & chat · by redhatai1 build | — | — | ran, not timed | 32k | 5 + 6 lang | — | not sold | Not checked | only on this network |
Text & chat · by Qwen3 builds | 500M | 0.5 GB | 239 | 32k | 4 + 5 lang | $0.56metered | not sold | Anyone | only on this network |
Text & chat · by microsoft20 builds | ≈4.1B | 2.3 GB | 74 | 128k | 4 + 5 lang | $1.84metered | not sold | Anyone | only on this network |
Text & chat · by Qwen2 builds | 30B3B active | 16 GB | 27 | 128k | 4 + 9 lang | $5.05metered | $0.282 providers | Anyone | API 18× cheaper |
Text & chat · by sarvamai1 build | 24B | 13.3 GB | 16 | 8k | 4 + 9 lang | $9.33metered | not sold | Anyone | only on this network |
Text & chat · by krutrim-ai-labs1 build | 12B | 7 GB | 14 | 64k | 4 + 9 lang | $10metered | not sold | You & your company | only on this network |
Text & chat · by microsoft3 builds | ≈15B | 8.4 GB | ran, not timed | 32k | 4 + 9 lang | — | not sold | Anyone | only on this network |
Text & chat · by sarvamai2 builds | 2B | 1.4 GB | 111 | 8k | 2 + 8 lang | $1.22metered | not sold | Not checked | only on this network |
Text & chat · by ai4bharat1 build | 7B | 3.9 GB | 32 | — | 1 + 2 lang | $4.36metered | not sold | You & your company | only on this network |
Text to speech · by hexgrad1 build | — | 0.3 GB | ran, not timed | — | 1 + 1 lang | — | not sold | Not checked | only on this network |
Speech to text · by UsefulSensors1 build | — | 0.2 GB | ran, not timed | — | 1 + 1 lang | — | not sold | Anyone | only on this network |
Speech to text · by UsefulSensors1 build | — | 0.1 GB | ran, not timed | — | 1 + 1 lang | — | not sold | Anyone | only on this network |
Music & sound · by facebook1 build | 1.5B | 11.1 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 |
Image generation · by Efficient-Large-Model1 build | 1.6B | 3 GB | ran, not timed | — | 1 | — | not sold | Anyone | only on this network |
Image generation · by stabilityai1 build | 900M | 2.4 GB | ran, not timed | — | 1 | — | not sold | Not checked | only on this network |
Video generation · by Wan-AI1 build | 1.3B | 26.9 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 |
Speech to text · by openai1 build | 810M | 1.5 GB | ran, not timed | — | 1 + 1 lang | — | not sold | Anyone | only on this network |
Text & chat · by sarvamai1 build | 7B | 3.9 GB | 30 | — | — | $4.62metered | not sold | Anyone | only on this network |
Image generation · by THUDM1 build | 5B | 20 GB | ran, not timed | — | — | — | not sold | You & your company | only on this network |
Image generation · by THUDM2 builds | 2B | 12.8 GB | ran, not timed | — | — | — | 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 |
Image generation · by tencent1 build | 13B | 39 GB | ran, not timed | — | — | — | not sold | Not checked | only on this network |
Image generation · by Lightricks1 build | 2B | 23.6 GB | ran, not timed | — | — | — | not sold | You & your company | only on this network |
Other · by lightx2v1 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 |
Other · by wan-ai1 build | 1.3B | — | ran, not timed | — | — | — | not sold | Not checked | only on this network |