Compare
Compare local AI hardware with workload-aware output.
Operating mode: Balanced. Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.
RTX 4070 12GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
RTX 4080 Laptop 12GB
SQwen 3.5 9B
llama.cppQ4_K_MRuns well
9.8 GB / 12.0 GB
63.7 tok/s32K ctx
AGemma 4 E4B
llama.cppQ4_K_MRuns well
8.3 GB / 12.0 GB
49.7 tok/s63K ctx
ACodeGeeX 4 9B
llama.cppQ4_K_MRuns well
8.2 GB / 12.0 GB
61.8 tok/s116K ctx
RTX 4070 12GB
WinnerSQwen 3.5 9B
llama.cppQ4_K_MRuns well
9.8 GB / 12.0 GB
71.5 tok/s32K ctx
AGemma 4 E4B
llama.cppQ4_K_MRuns well
8.3 GB / 12.0 GB
55.7 tok/s63K ctx
ACodeGeeX 4 9B
llama.cppQ4_K_MRuns well
8.2 GB / 12.0 GB
69.3 tok/s116K ctx
Quick comparison
| Metric | RTX 4080 Laptop 12GB | RTX 4070 12GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 58.4 | 65.5 |
| Best grade score | 97 | 98 |