OwnRig

Codestral 22B on NVIDIA GeForce RTX 4070 Ti 12GB

NVIDIA GeForce RTX 4070 Ti 12GB can run Codestral 22B at 12 tok/s at Q3_K_M, though performance is marginal. Consider a higher-end GPU for better results.

Model Size

22.2B

Device VRAM

12 GB

Bandwidth

504 GB/s

Quantizations Tested

1

Performance by Quantization

Each row shows Codestral 22B performance at a different quality level on NVIDIA GeForce RTX 4070 Ti 12GB.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q3_K_M12 tok/s650ms✓ YesMarginalestimated

Notes

Q3_K_M

Q3_K_M fits in 10.3GB with ~1.7GB headroom. Compressed quality but usable for coding.

About Codestral 22B

Codestral 22B (22.2B) is a coding, ai coding, ai building model. Mistral's dedicated coding model. Strong at code completion and generation across 80+ languages. Fits on a single 16GB GPU at Q3/Q4. Non-production license limits commercial use.

View all Codestral 22B hardware options →

About NVIDIA GeForce RTX 4070 Ti 12GB

NVIDIA GeForce RTX 4070 Ti 12GB has 12 GB at 504 GB/s. Street price: $749.

See all models NVIDIA GeForce RTX 4070 Ti 12GB can run →

Source: Performance estimates based on model size and device bandwidth (2026-03-15)

Data last updated: 2026-03-01