56.1 TFLOPS

P6 of 16 ▼2 · 254 pts · +159 this week

Kunal Hindocha

last signed 15 h agoclaimedKhordha, Odisha1 machineearliest result held 2026-10-28

  • 10+ signed runs
  • First to measure 13 builds
  • Best result on 28 builds
  • Machine benchmarked and signed

Points

254

360 behind P1

Signed runs

40

29 in 30 days

Builds measured

40

Best results held

28

3 pts each

Firsts

13

10 pts each

Rooms

0

Kunal Hindocha is P6 of 16 on the 50GRAMx provider standings with 254 points, from 40 signed runs on 1 machine in Khordha, Odisha. Their fastest signed result is Llama 3.2 3B at 225 tokens per second. They hold the network's best result on 28 builds and were the first machine anywhere to measure 13. Every number is signed by the machine that measured it.

Fastest models on their machines

Output tokens per second, signed · higher is better

  1. Llama 3.2 3B225 tok/s1-bit by unsloth
  2. Phi 4 Mini-Reasoning189 tok/s3-bit by unsloth
  3. Gemma 4 E2B173 tok/s4-bit by unsloth
  4. Phi 4 Mini154 tok/s2-bit by maziyarpanahi
  5. Qwen2.5 0.5B Instruct120 tok/s4-bit by Qwen
  6. Qwen 3 4B90 tok/s1-bit by unsloth
  7. Sarvam-12 tok/s4-bit by bartowski

A million tokens here

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

  1. Llama 3.2 3B$1.14OpenRouter $0.33
  2. Phi 4 Mini-Reasoning$1.36no API sells it
  3. Gemma 4 E2B$1.49no API sells it
  4. Phi 4 Mini$1.66no API sells it
  5. Qwen2.5 0.5B Instruct$2.14no API sells it
  6. Qwen 3 4B$2.84no API sells it
  7. Sarvam-1$128no API sells it

What they measured, by family

Signed runs per model family

  1. phi-410
  2. qwen-38
  3. llama-3-27
  4. gemma-43
  5. qwen-2-52
  6. musicgen1
  7. sam1
  8. sarvam1
  9. depth-anything1
  10. tiny-sd1

Share this standing

Kunal Hindocha is P6 on the 50GRAMx provider standings: 254 pts from 40 signed AI benchmarks
[![Kunal Hindocha is P6 on the 50GRAMx provider standings: 254 pts from 40 signed AI benchmarks](https://50gramx.com/inferences/providers/kunal-hindocha-5cca/badge.svg)](https://50gramx.com/inferences/providers/kunal-hindocha-5cca)

Activity

2026-07-05: 0 signed runs2026-07-06: 0 signed runs2026-07-07: 0 signed runs2026-07-08: 0 signed runs2026-07-09: 0 signed runs2026-07-10: 0 signed runs2026-07-11: 0 signed runs2026-07-12: 0 signed runs2026-07-13: 0 signed runs2026-07-14: 0 signed runs2026-07-15: 0 signed runs2026-07-16: 0 signed runs2026-07-17: 0 signed runs2026-07-18: 0 signed runs2026-07-19: 0 signed runs2026-07-20: 0 signed runs2026-07-21: 0 signed runs2026-07-22: 0 signed runs2026-07-23: 0 signed runs2026-07-24: 0 signed runs2026-07-25: 0 signed runs2026-07-26: 0 signed runs2026-07-27: 0 signed runs2026-07-28: 0 signed runs2026-07-29: 0 signed runs2026-07-30: 0 signed runs2026-07-31: 0 signed runs2026-08-01: 0 signed runs2026-08-02: 0 signed runs2026-08-03: 0 signed runs2026-08-04: 0 signed runs2026-08-05: 0 signed runs2026-08-06: 0 signed runs2026-08-07: 0 signed runs2026-08-08: 0 signed runs2026-08-09: 0 signed runs2026-08-10: 0 signed runs2026-08-11: 0 signed runs2026-08-12: 0 signed runs2026-08-13: 0 signed runs2026-08-14: 0 signed runs2026-08-15: 0 signed runs2026-08-16: 0 signed runs2026-08-17: 0 signed runs2026-08-18: 0 signed runs2026-08-19: 0 signed runs2026-08-20: 0 signed runs2026-08-21: 0 signed runs2026-08-22: 0 signed runs2026-08-23: 0 signed runs2026-08-24: 0 signed runs2026-08-25: 0 signed runs2026-08-26: 0 signed runs2026-08-27: 0 signed runs2026-08-28: 0 signed runs2026-08-29: 0 signed runs2026-08-30: 0 signed runs2026-08-31: 0 signed runs2026-09-01: 0 signed runs2026-09-02: 0 signed runs2026-09-03: 0 signed runs2026-09-04: 0 signed runs2026-09-05: 0 signed runs2026-09-06: 0 signed runs2026-09-07: 0 signed runs2026-09-08: 0 signed runs2026-09-09: 0 signed runs2026-09-10: 0 signed runs2026-09-11: 0 signed runs2026-09-12: 0 signed runs2026-09-13: 0 signed runs2026-09-14: 0 signed runs2026-09-15: 0 signed runs2026-09-16: 0 signed runs2026-09-17: 0 signed runs2026-09-18: 0 signed runs2026-09-19: 0 signed runs2026-09-20: 0 signed runs2026-09-21: 0 signed runs2026-09-22: 0 signed runs2026-09-23: 0 signed runs2026-09-24: 0 signed runs2026-09-25: 0 signed runs2026-09-26: 0 signed runs2026-09-27: 0 signed runs2026-09-28: 0 signed runs2026-09-29: 0 signed runs2026-09-30: 0 signed runs2026-10-01: 0 signed runs2026-10-02: 0 signed runs2026-10-03: 0 signed runs2026-10-04: 0 signed runs2026-10-05: 0 signed runs2026-10-06: 0 signed runs2026-10-07: 0 signed runs2026-10-08: 0 signed runs2026-10-09: 0 signed runs2026-10-10: 0 signed runs2026-10-11: 0 signed runs2026-10-12: 0 signed runs2026-10-13: 0 signed runs2026-10-14: 0 signed runs2026-10-15: 0 signed runs2026-10-16: 0 signed runs2026-10-17: 0 signed runs2026-10-18: 0 signed runs2026-10-19: 0 signed runs2026-10-20: 0 signed runs2026-10-21: 0 signed runs2026-10-22: 0 signed runs2026-10-23: 0 signed runs2026-10-24: 0 signed runs2026-10-25: 0 signed runs2026-10-26: 0 signed runs2026-10-27: 0 signed runs2026-10-28: 29 signed runs2026-10-29: 0 signed runs2026-10-30: 0 signed runs2026-10-31: 0 signed runs
29 signed runs in the last 17 weeks, one square a day

The machine

Every part as the gram benchmarked and signed it.

gram ·84bf54

last seen 15 h ago · epnd 5b113b6

nvidiaNVIDIA GeForce RTX 3080 Ti

56.1 TFLOP/s fp16 · 12 GB VRAM

CPU

AMD64 Family 25 Model 33 Stepping 0, AuthenticAMD

26592 hashes/s all cores

Memory

15.9 GB

17.7 GB/s · 11.7 ns latency

Disk

disk

728 MB/s read · 69 MB/s write · 177669 IOPS

Network

13.4 MiB/s download

Where

Khordha, Odisha

Walk this region on the map →
40 signed runs28 best results100% awake243 tok/s per $/h

Uptime history starts once the bootstrap runs the build that keeps it (epnd 4317fc1).

Against every machine on the network

  • Card (fp16 TFLOP/s)beats 100%
  • Memory bandwidthbeats 100%
  • CPU, all coresbeats 100%
  • CPU, one corebeats 100%
  • Disk readbeats 40%
  • Download speedbeats 57%

Questions

What machine does Kunal Hindocha run?

Windows · NVIDIA GeForce RTX 3080 Ti 12 GB · 16 CPUs · 16 GB RAM. Every part is benchmarked and signed by the machine itself.

How many AI benchmarks has Kunal Hindocha signed?

40 signed runs across 40 builds; 29 in the last 30 days.

What is Kunal Hindocha's fastest model?

Llama 3.2 3B (1-bit by unsloth) at 225 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 Kunal Hindocha 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.

16 modelsclick a column to sort by it · click a model for every machine it ran on
parameterstokens/secprovedper M tokensper M tokensVerdict
Google
Text & chat · by Google18 builds
5.1B2B active3.8 GB173NVIDIANVIDIA 12 GB128k10 + 20 lang$1.49meterednot soldAnyoneonly on this network
Qwen
Text & chat · by Qwen8 builds
4B2.3 GB90NVIDIANVIDIA 12 GB64k8 + 5 lang$2.84meterednot soldAnyoneonly on this network
meta-llama
Text & chat · by meta-llama16 builds · 2 variants
3.2B1.9 GB225NVIDIANVIDIA 12 GB128k6 + 8 lang$1.14metered$0.332 providersAnyoneAPI 3.5× cheaper
microsoft
Text & chat · by microsoft10 builds
≈4.1B2.3 GB189NVIDIANVIDIA 12 GB4k5 + 3 lang$1.36meterednot soldAnyoneonly on this network
Qwen
Text & chat · by Qwen3 builds
500M0.5 GB120NVIDIANVIDIA 12 GB32k4 + 5 lang$2.14meterednot soldAnyoneonly on this network
microsoft
Text & chat · by microsoft20 builds
≈4.1B2.3 GB154NVIDIANVIDIA 12 GB128k4 + 5 lang$1.66meterednot soldAnyoneonly on this network
sarvamai
Text & chat · by sarvamai2 builds
2B1.4 GB2.0NVIDIANVIDIA 12 GB8k2 + 8 lang$128meterednot soldNot checkedonly on this network
facebook
Music & sound · by facebook1 build
300M2.2 GBran, not timed—1—not soldOwn machines onlyonly on this network
facebook
Vision (counting, locating) · by facebook1 build
90M0.7 GBran, not timed—1—not soldAnyoneonly on this network
Efficient-Large-Model
Image generation · by Efficient-Large-Model1 build
1.6B3 GBran, not timed—1—not soldAnyoneonly on this network
stabilityai
Image generation · by stabilityai1 build
900M2.4 GBran, not timed—1—not soldNot checkedonly on this network
segmind
Image generation · by segmind1 build
320M1 GBran, not timed—1—not soldAnyoneonly on this network
THUDM
Image generation · by THUDM2 builds
2B12.8 GBran, not timed———not soldAnyoneonly on this network
depth-anything
Vision (counting, locating) · by depth-anything1 build
30M0.1 GBran, not timed———not soldAnyoneonly on this network
optimum-intel-internal-testing
Other · by optimum-intel-internal-testing1 build
——ran, not timed———not soldNot checkedonly on this network
wan-ai
Other · by wan-ai1 build
1.3B—ran, not timed———not soldNot checkedonly on this network