StepFun · stepfun/step3-vl-10b
| Provider | StepFun |
|---|---|
| Family | step |
| Type | vlm |
| Status | active |
| Released | 2026-01-13 |
| Updated | 2026-02-04 |
| Parameters | 10.2B |
| Open weights | yes |
| Relationship | Model |
|---|---|
| Is a finetune of | stepfun-ai/Step3-VL-10B-Base |
Ordered by predicted speed. Bandwidth sets decode rate; memory decides whether it runs at all.
| Device | Memory | Bandwidth | Best quality | Weights | tok/s | Fastest |
|---|---|---|---|---|---|---|
| Cerebras WSE-3 | 44.0 GB | 21000000.0 GB/s | bf16 | 20.34 GB | ~722589.5 | ~2890358.1 q4 |
| NVIDIA GB200 Grace Blackwell Superchip | 372.0 GB | 16000.0 GB/s | bf16 | 20.34 GB | ~550.5 | ~2202.2 q4 |
| AMD Instinct MI355X | 288.0 GB | 8000.0 GB/s | bf16 | 20.34 GB | ~275.3 | ~1101.1 q4 |
| NVIDIA B200 | 180.0 GB | 7700.0 GB/s | bf16 | 20.34 GB | ~264.9 | ~1059.8 q4 |
| Google TPU7x (Ironwood) | 192.0 GB | 7380.0 GB/s | bf16 | 20.34 GB | ~253.9 | ~1015.8 q4 |
| AMD Instinct MI325X | 256.0 GB | 6000.0 GB/s | bf16 | 20.34 GB | ~206.5 | ~825.8 q4 |
| AMD Instinct MI300X | 192.0 GB | 5300.0 GB/s | bf16 | 20.34 GB | ~182.4 | ~729.5 q4 |
| NVIDIA H200 SXM | 141.0 GB | 4800.0 GB/s | bf16 | 20.34 GB | ~165.2 | ~660.7 q4 |
| NVIDIA H100 NVL | 94.0 GB | 3900.0 GB/s | bf16 | 20.34 GB | ~134.2 | ~536.8 q4 |
| NVIDIA H100 SXM | 80.0 GB | 3350.0 GB/s | bf16 | 20.34 GB | ~115.3 | ~461.1 q4 |
| AMD Instinct MI250X | 128.0 GB | 3200.0 GB/s | bf16 | 20.34 GB | ~110.1 | ~440.4 q4 |
| Google TPU v5p | 95.0 GB | 2765.0 GB/s | bf16 | 20.34 GB | ~95.1 | ~380.6 q4 |
| NVIDIA A100 80GB SXM | 80.0 GB | 2039.0 GB/s | bf16 | 20.34 GB | ~70.2 | ~280.6 q4 |
| NVIDIA H100 PCIe | 80.0 GB | 2000.0 GB/s | bf16 | 20.34 GB | ~68.8 | ~275.3 q4 |
| NVIDIA GeForce RTX 5090 | 32.0 GB | 1792.0 GB/s | bf16 | 20.34 GB | ~61.7 | ~246.6 q4 |
| Google TPU v6e (Trillium) | 32.0 GB | 1638.0 GB/s | bf16 | 20.34 GB | ~56.4 | ~225.4 q4 |
| AMD Instinct MI210 | 64.0 GB | 1600.0 GB/s | bf16 | 20.34 GB | ~55.1 | ~220.2 q4 |
| NVIDIA A100 40GB SXM | 40.0 GB | 1555.0 GB/s | bf16 | 20.34 GB | ~53.5 | ~214.0 q4 |
| Google TPU v4 | 32.0 GB | 1200.0 GB/s | bf16 | 20.34 GB | ~41.3 | ~165.2 q4 |
| NVIDIA GeForce RTX 4090 | 24.0 GB | 1008.0 GB/s | fp8 | 10.17 GB | ~69.4 | ~138.7 q4 |
| AMD Radeon RX 7900 XTX | 24.0 GB | 960.0 GB/s | fp8 | 10.17 GB | ~66.1 | ~132.1 q4 |
| NVIDIA GeForce RTX 5080 | 16.0 GB | 960.0 GB/s | fp8 | 10.17 GB | ~66.1 | ~132.1 q4 |
| NVIDIA GeForce RTX 3090 | 24.0 GB | 936.0 GB/s | fp8 | 10.17 GB | ~64.4 | ~128.8 q4 |
| NVIDIA L40S | 48.0 GB | 864.0 GB/s | bf16 | 20.34 GB | ~29.7 | ~118.9 q4 |
| Apple M3 Ultra | 512.0 GB | 819.0 GB/s | bf16 | 20.34 GB | ~28.2 | ~112.7 q4 |
| AMD Radeon RX 7900 XT | 20.0 GB | 800.0 GB/s | fp8 | 10.17 GB | ~55.1 | ~110.1 q4 |
| Apple M2 Ultra | 192.0 GB | 800.0 GB/s | bf16 | 20.34 GB | ~27.5 | ~110.1 q4 |
| Google TPU v5e | 16.0 GB | 800.0 GB/s | fp8 | 10.17 GB | ~55.1 | ~110.1 q4 |
| NVIDIA GeForce RTX 4080 SUPER | 16.0 GB | 736.0 GB/s | fp8 | 10.17 GB | ~50.7 | ~101.3 q4 |
| NVIDIA GeForce RTX 4070 Ti SUPER | 16.0 GB | 672.0 GB/s | fp8 | 10.17 GB | ~46.2 | ~92.5 q4 |
| AMD Radeon RX 9070 XT | 16.0 GB | 640.0 GB/s | fp8 | 10.17 GB | ~44.0 | ~88.1 q4 |
| Apple M4 Max | 128.0 GB | 546.0 GB/s | bf16 | 20.34 GB | ~18.8 | ~75.1 q4 |
| Apple M1 Max | 64.0 GB | 400.0 GB/s | bf16 | 20.34 GB | ~13.8 | ~55.1 q4 |
| Apple M2 Max | 96.0 GB | 400.0 GB/s | bf16 | 20.34 GB | ~13.8 | ~55.1 q4 |
| Apple M3 Max | 128.0 GB | 400.0 GB/s | bf16 | 20.34 GB | ~13.8 | ~55.1 q4 |
| NVIDIA GeForce RTX 3060 12GB | 12.0 GB | 360.0 GB/s | q6 | 7.63 GB | ~33.0 | ~49.5 q4 |
| NVIDIA L4 | 24.0 GB | 300.0 GB/s | fp8 | 10.17 GB | ~20.6 | ~41.3 q4 |
| NVIDIA GeForce RTX 4060 Ti 16GB | 16.0 GB | 288.0 GB/s | fp8 | 10.17 GB | ~19.8 | ~39.6 q4 |
| Apple M4 Pro | 64.0 GB | 273.0 GB/s | bf16 | 20.34 GB | ~9.4 | ~37.6 q4 |
| Apple M4 | 32.0 GB | 120.0 GB/s | bf16 | 20.34 GB | ~4.1 | ~16.5 q4 |
Taken from the card's availability section.
| Platform | Id on that platform |
|---|---|
| Hugging Face | stepfun-ai/Step3-VL-10B |
| Benchmark | Evaluated as | Score | Evidence date | Source kind | |
|---|---|---|---|---|---|
| aa_lcr | Step3 VL 10B | 0.0% | 2026-09-10 evaluated | independent evaluator | source |
| critpt | Step3 VL 10B | 0.0% | 2026-09-10 evaluated | independent evaluator | source |
| gpqa_diamond | Step3 VL 10B | 68.99% | 2026-09-10 evaluated | independent evaluator | source |
This card reports no benchmark scores yet.
| Benchmark | Catalogue standing | Score |
|---|