52.7 TFLOPS

P3 of 36 ▲28 · 395 pts · +987 this week

Gram ·dae679

last signed 5 days agoclaimedSingapore1 machineearliest result held 2026-11-03

10+ signed runs
First to measure 21 builds
Best result on 36 builds
Machine benchmarked and signed

Points

395

307 behind P1

Signed runs

37 in 30 days

Builds measured

Best results held

3 pts each

Firsts

10 pts each

Rooms

Carbon per M tokens

438 g

median · 39 sensor reads · world grid average (Singapore not in the table)

Every number signed by the machine that measured it — check any one in your browser
Open data: table.json · built 2026-11-12 18:03 UTC
Every version, in git history
How it is measured

Put a machine like this on the network Gram ·dae679 runs one gram. Install one on yours and it measures the catalog by itself.Use these machines from your room Ask Evo in your gramx; it routes to a machine that proved the model, at the metered rate shown here.See the whole standings P3 of 36: points, runs, best results and firsts for every provider.

Gram ·dae679 is P3 of 36 on the 50GRAMx provider standings with 395 points, from 77 signed runs on 1 machine in Singapore. Their fastest signed result is FunctionGemma 270M at 341 tokens per second. They hold the network's best result on 36 builds and were the first machine anywhere to measure 21. Every number is signed by the machine that measured it.

Fastest models on their machines

Output tokens per second, signed · higher is better

FunctionGemma 270M341 tok/s4-bit by unsloth
DeepSeek-OCR Base340 tok/s4-bit by sabafallah
DeepSeek-OCR 2 Base335 tok/s4-bit by sabafallah
Gemma 3 270M292 tok/s4-bit by unsloth
MiniCPM-V 4.7 1B221 tok/s4-bit by openbmb
MiniCPM5 1B208 tok/s4-bit by openbmb
Gemma 4 E2B150 tok/s4-bit by google
MiniCPM-V 4.6 Base131 tok/s4-bit by openbmb
Sarvam-1121 tok/s4-bit by bartowski
GLM-OCR Base106 tok/s4-bit by mradermacher

A million tokens here

Metered on their machine · OpenRouter price beside it where one is sold

FunctionGemma 270M$0.63no API sells it
DeepSeek-OCR Base$0.64no API sells it
DeepSeek-OCR 2 Base$0.65no API sells it
Gemma 3 270M$0.74no API sells it
MiniCPM-V 4.7 1B$0.98no API sells it
MiniCPM5 1B$1.04no API sells it
Gemma 4 E2B$1.48no API sells it
MiniCPM-V 4.6 Base$1.65no API sells it
Sarvam-1$1.79no API sells it
GLM-OCR Base$2.04no API sells it

What they measured, by family

Signed runs per model family

Share this standing

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[![Gram ·dae679 is P3 on the 50GRAMx provider standings: 395 pts from 77 signed AI benchmarks](https://50gramx.com/inferences/providers/dae679/badge.svg)](https://50gramx.com/inferences/providers/dae679)

Activity

824 signed runs in the last 17 weeks, one square a day

The machine

Every part as the gram benchmarked and signed it.

gram ·dae679

last seen 5 days ago · epnd a5f43c7

NVIDIA L4

52.7 TFLOP/s fp16 · 22 GB VRAM · 34.2 W

CPU

Intel Xeon @ 2.2 GHz

6 cores / 12 threads · 38.5 MB L3 · 1701 hashes/s all cores

Memory

53 GB

2.8 GB/s · 23.6 ns latency

Disk

overlayfs

3356 MB/s read · 288 MB/s write · 812404 IOPS

Network

116.8 MiB/s download

Where

Singapore

Online 43.1% of the hours the network has a record for · last 30 days

Against every machine on the network

Card (fp16 TFLOP/s)beats 60%
Memory bandwidthbeats 52%
CPU, all coresbeats 70%
CPU, one corebeats 68%
Disk readbeats 46%
Download speedbeats 80%

Questions

What machine does Gram ·dae679 run?

Linux · NVIDIA L4 22 GB · 12 CPUs · 53 GB RAM. Every part is benchmarked and signed by the machine itself.

How many AI benchmarks has Gram ·dae679 signed?

77 signed runs across 77 builds; 37 in the last 30 days.

What is Gram ·dae679's fastest model?

FunctionGemma 270M (4-bit by unsloth) at 341 tokens per second, signed.

How are the standings scored?

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.

Can I check these numbers myself?

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.

Every model Gram ·dae679 measured

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.

Size▾

Proved it can▾

Speed here▾

Measured on▾

any machineNVIDIA (68)

Longest prompt▾

Download fits in▾

Answers in▾

Hosted API▾

sold or notOpenRouter sells itno API sells it

Licence lets you serve▾

Made by▾

Measured▾

68 modelsclick a column to sort by it · click a model for every machine it ran on

	parameters		tokens/sec	proved		per M tokens	per M tokens		Verdict
Text & chat · by Google19 builds	5.1B2B active	3.8 GB	150L4 23 GB·Google Colab	128k	10 + 20 lang	$1.48metered	not sold	Anyone	only on this network
Text & chat · by openbmb1 build	≈870M	0.5 GB	131L4 23 GB·Google Colab	256k	9 + 1 lang	$1.65metered	not sold	Anyone	only on this network
Text & chat · by openbmb1 build	≈8.3B	4.7 GB	11L4 23 GB·Google Colab	16k	9 + 1 lang	$19metered	not sold	Anyone	only on this network
Text & chat · by Qwen7 builds · 5 variants	27B	15 GB	ran, not timed	8k	9 + 14 lang	—	$1.8823 providers	Anyone	measured
Text & chat · by Qwen8 builds	4B	2.3 GB	50L4 23 GB·Google Colab	64k	8 + 5 lang	$4.37metered	not sold	Anyone	only on this network
Text & chat · by openai8 builds · 5 variants	20B	10.8 GB	24L4 23 GB·Google Colab	128k	8 + 18 lang	$9.35metered	$0.1311 providers	Anyone	API 72× cheaper
Text & chat · by zai-org3 builds · 2 variants	≈28B	15.7 GB	41L4 23 GB·Google Colab	128k	8 + 16 lang	$5.67metered	$0.402 providers	Anyone	API 14× cheaper
Text & chat · by Qwen1 build	4B	2.6 GB	42L4 23 GB·Google Colab	256k	8 + 9 lang	$5.21metered	not sold	Anyone	only on this network
Text & chat · by baidu1 build	≈4.5B	2.5 GB	18L4 23 GB·Google Colab	32k	8 + 6 lang	$12metered	not sold	Anyone	only on this network
Text & chat · by ibm-granite1 build	3B	2.1 GB	17L4 23 GB·Google Colab	32k	8 + 3 lang	$13metered	not sold	Anyone	only on this network
Text & chat · by Qwen3 builds	27B	15 GB	5.5L4 23 GB·Google Colab	128k	8 + 9 lang	$41metered	$3.206 providers	Anyone	API 13× cheaper
Text & chat · by openbmb1 build	1B	0.6 GB	208L4 23 GB·Google Colab	64k	7 + 1 lang	$1.04metered	not sold	Anyone	only on this network
Text & chat · by openbmb1 build	≈8.3B	4.7 GB	20L4 23 GB·Google Colab	8k	7 + 2 lang	$11metered	not sold	Anyone	only on this network
Text & chat · by meta-llama17 builds · 2 variants	3.2B	1.9 GB	97L4 23 GB·Google Colab	128k	6 + 9 lang	$2.23metered	$0.332 providers	Anyone	API 6.8× cheaper
Text & chat · by openbmb2 builds	1B	0.6 GB	221L4 23 GB·Google Colab	256k	6 + 3 lang	$0.98metered	not sold	Anyone	only on this network
Text & chat · by zai-org3 builds	≈900M	0.5 GB	106L4 23 GB·Google Colab	4k	6 + 1 lang	$2.04metered	not sold	Anyone	only on this network
Text & chat · by google1 build	4B	2.3 GB	75L4 23 GB·Google Colab	64k	6 + 9 lang	$2.92metered	not sold	You & your company	only on this network
Text & chat · by mistralai1 build	≈24B	13.3 GB	5.5L4 23 GB·Google Colab	40k	6 + 10 lang	$41metered	not sold	Anyone	only on this network
Text & chat · by google13 builds · 2 variants	270M	0.2 GB	341L4 23 GB·Google Colab	—	5 + 3 lang	$0.63metered	not sold	Anyone	only on this network
Text & chat · by openbmb1 build	≈3.6B	2 GB	97L4 23 GB·Google Colab	—	5 + 1 lang	$2.25metered	not sold	Anyone	only on this network
Text & chat · by ibm-granite1 build	3B	2 GB	18L4 23 GB·Google Colab	64k	5 + 3 lang	$12metered	not sold	Anyone	only on this network
Text & chat · by mistralai1 build	3B	2 GB	17L4 23 GB·Google Colab	64k	5 + 2 lang	$13metered	$0.102 providers	Anyone	API 132× cheaper
Text & chat · by google7 builds	270M	0.2 GB	292L4 23 GB·Google Colab	32k	4 + 3 lang	$0.74metered	not sold	Anyone	only on this network
Text & chat · by microsoft21 builds	≈4.1B	2.3 GB	79L4 23 GB·Google Colab	128k	4 + 7 lang	$2.74metered	not sold	Anyone	only on this network
Text & chat · by HuggingFaceTB1 build	3B	1.8 GB	78L4 23 GB·Google Colab	64k	4 + 2 lang	$2.80metered	not sold	Anyone	only on this network
Text & chat · by openbmb1 build	8B	4.6 GB	46L4 23 GB·Google Colab	64k	4 + 5 lang	$4.79metered	not sold	Anyone	only on this network
Text & chat · by krutrim-ai-labs1 build	12B	7 GB	14L4 23 GB·Google Colab	64k	4 + 10 lang	$15metered	not sold	You & your company	only on this network
Text & chat · by deepseek-ai1 build	≈3.2B	1.8 GB	335L4 23 GB·Google Colab	—	3 + 1 lang	$0.65metered	not sold	Anyone	only on this network
Text & chat · by google1 build	4B	2.3 GB	78L4 23 GB·Google Colab	128k	3 + 7 lang	$2.81metered	not sold	Anyone	only on this network
Text & chat · by deepseek-ai1 build	≈3.2B	1.8 GB	340L4 23 GB·Google Colab	—	2 + 1 lang	$0.64metered	not sold	Anyone	only on this network
Text & chat · by sarvamai2 builds	2B	1.4 GB	121L4 23 GB·Google Colab	8k	2 + 9 lang	$1.79metered	not sold	Not checked	only on this network
Text & chat · by ai4bharat1 build	7B	3.9 GB	ran, not timed	4k	2 + 2 lang	—	not sold	Anyone	only on this network
Text & chat · by sarvamai1 build	7B	3.9 GB	ran, not timed	—	1	—	not sold	Anyone	only on this network
Image generation · by Efficient-Large-Model1 build	600M	15.4 GB	ran, not timed	—	1	—	not sold	Anyone	only on this network
Embeddings (search) · by google1 build	≈300M	0.2 GB	ran, not timed	—	1	—	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 SWivid1 build	150M	0.6 GB	ran, not timed	—	1	—	not sold	Own machines only	only on this network
Text to speech · by SWivid1 build	340M	6.3 GB	ran, not timed	—	1 + 1 lang	—	not sold	Own machines only	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
Text to speech · by facebook1 build	40M	0.1 GB	ran, not timed	—	1	—	not sold	Own machines only	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
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
Speaker recognition · by speechbrain1 build	20M	0.1 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	1.5B	2.9 GB	ran, not timed	—	1 + 10 lang	—	not sold	Anyone	only on this network
Speech to text · by openai1 build	810M	1.5 GB	ran, not timed	—	1 + 10 lang	—	not sold	Anyone	only on this network
Speech to text · by openai1 build	770M	2.8 GB	ran, not timed	—	1 + 4 lang	—	not sold	Anyone	only on this network
Speech to text · by openai1 build	240M	0.9 GB	ran, not timed	—	1 + 6 lang	—	not sold	Anyone	only on this network
Text to speech · by coqui1 build	470M	1.9 GB	ran, not timed	—	1	—	not sold	You & your company	only on this network
Text & chat · by tencent4 builds	1.8B	0.9 GB	37L4 23 GB·Google Colab	—	—	$5.93metered	$0.181 provider	Anyone	API 34× cheaper
Text & chat · by tencent2 builds	1.8B	1.1 GB	46L4 23 GB·Google Colab	—	—	$4.66metered	not sold	Not checked	only on this network
Text & chat · by meta-models5 builds · 3 variants	30B	15.6 GB	6.9L4 23 GB·Google Colab	—	—	$33metered	$1.201 provider	Anyone	API 28× cheaper
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
Text & chat · by nm-testing1 build	720M	1.3 GB	ran, not timed	—	—	—	not sold	Anyone	only on this network
Translation · by google1 build	3B	11 GB	ran, not timed	—	0 + 10 lang	—	not sold	Anyone	only on this network
Translation · by facebook1 build	1.3B	5.1 GB	ran, not timed	—	0 + 12 lang	—	not sold	Own machines only	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
Translation · by sarvamai1 build	4B	8 GB	ran, not timed	—	0 + 13 lang	—	$0.102 providers	Anyone	measured