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// RUN ON CONSUMER GPU
Run code2seq on Consumer GPU hardware
33 options ranked by estimated speed at Q4 / 8k context.
| Hardware | Est tok/s | Fits 8k? | Max ctx | ~Price |
|---|---|---|---|---|
| NVIDIA GeForce RTX 5090 → | ~75,243.2 | yes | 426k | ~$1,999 |
| NVIDIA GeForce RTX 4090 → | ~42,324.3 | yes | 314k | ~$1,599 |
| NVIDIA GeForce RTX 3090 Ti → | ~42,324.3 | yes | 314k | ~$1,999 |
| NVIDIA GeForce RTX 5080 → | ~40,308.9 | yes | 201k | ~$999 |
| NVIDIA GeForce RTX 3090 → | ~39,301.2 | yes | 314k | ~$1,499 |
| NVIDIA GeForce RTX 3080 Ti → | ~38,293.4 | yes | 145k | ~$1,199 |
| NVIDIA GeForce RTX 5070 Ti → | ~37,621.6 | yes | 201k | ~$749 |
| AMD Radeon RX 7900 XTX → | ~35,675.7 | yes | 314k | ~$999 |
| NVIDIA GeForce RTX 3080 10GB → | ~31,911.2 | yes | 117k | ~$699 |
| NVIDIA GeForce RTX 4080 → | ~30,903.5 | yes | 201k | ~$1,199 |
| AMD Radeon RX 7900 XT → | ~29,729.7 | yes | 258k | ~$899 |
| NVIDIA GeForce RTX 5070 → | ~28,216.2 | yes | 145k | ~$549 |
| NVIDIA GeForce RTX 4070 Ti Super → | ~28,216.2 | yes | 201k | ~$799 |
| NVIDIA GeForce RTX 3070 Ti → | ~25,529 | yes | 89k | ~$599 |
| AMD Radeon RX 9070 XT → | ~23,932.4 | yes | 201k | ~$599 |
| AMD Radeon RX 7800 XT → | ~23,189.2 | yes | 201k | ~$499 |
| NVIDIA GeForce RTX 4070 Super → | ~21,162.2 | yes | 145k | ~$599 |
| NVIDIA GeForce RTX 4070 → | ~21,162.2 | yes | 145k | ~$599 |
| Intel Arc Pro B70 → | ~21,127.4 | yes | 426k | — |
| Intel Arc A770 16GB → | ~19,459.5 | yes | 201k | ~$329 |
| AMD Radeon RX 6800 XT → | ~19,027 | yes | 201k | ~$649 |
| AMD Radeon RX 6900 XT → | ~19,027 | yes | 201k | ~$999 |
| NVIDIA GeForce RTX 3070 → | ~18,810.8 | yes | 89k | ~$499 |
| NVIDIA GeForce RTX 5060 Ti 16GB → | ~18,810.8 | yes | 201k | ~$429 |
| NVIDIA GeForce RTX 5060 Ti 8GB → | ~18,810.8 | yes | 89k | ~$379 |
| Intel Arc Pro B60 → | ~15,845.6 | yes | 314k | — |
| Intel Arc B580 12GB → | ~15,845.6 | yes | 145k | ~$249 |
| NVIDIA GeForce RTX 4060 Ti 8GB → | ~12,092.7 | yes | 89k | ~$399 |
| NVIDIA GeForce RTX 4060 Ti 16GB → | ~12,092.7 | yes | 201k | ~$499 |
| NVIDIA DGX Spark → | ~11,462.8 | yes | 1735k | ~$3,999 |
| AMD Ryzen AI Max+ 395 → | ~9,513.5 | yes | 1735k | ~$1,999 |
| Intel Arc Pro B50 → | ~7,783.8 | yes | 201k | — |
| NVIDIA GeForce RTX 2050 Mobile → | ~4,702.7 | yes | 33k | — |
Estimate at Q4 (memory-bound). Click any option for its full per-hardware estimate and measured numbers.
FAQ
What Consumer GPU hardware runs code2seq?▶
On GenAIList, 33 Consumer GPU options can run code2seq at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~75,243.2 tok/s.
How fast is code2seq on Consumer GPU hardware?▶
Estimated generation speed ranges from ~4,702.7 to ~75,243.2 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.