Codestral 22B on NVIDIA RTX PRO 6000 Blackwell

Yes — RTX PRO 6000 Blackwell handles Codestral 22B well at Q5_K_M — 73 tok/s. Solid daily-driver performance on 96 GB VRAM.

Model Size

22.2B

Device VRAM

96 GB

Bandwidth

1800 GB/s

Quantization

Q5_K_M

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for Codestral 22B on NVIDIA RTX PRO 6000 Blackwell at Q5_K_M. This is the best supported pairing we can stand behind today.

Quantization	Speed	TTFT	Fits in VRAM	Rating	Confidence
Q5_K_M	73 tok/s	120ms	✓ Yes	Good	estimated

Notes

Q5_K_M

96 GB GDDR7 fits Q5_K_M (15.1 GB) with 81 GB headroom. 1.8 TB/s bandwidth. High quality quantization with good speed.

About Codestral 22B

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

View all Codestral 22B hardware options →

About NVIDIA RTX PRO 6000 Blackwell

NVIDIA RTX PRO 6000 Blackwell has 96 GB at 1800 GB/s. Street price: $7,500.

See all models NVIDIA RTX PRO 6000 Blackwell can run →

Estimate method: Estimated from bandwidth ratio vs RTX 4090 (1800/1008 = 1.78x) with conservative margin. Reference hardware source: nvidia.com (2026-03-29)

Performance varies by driver version, inference engine, quantization method, context length, and system configuration. Figures shown are estimates based on community benchmarks and may not reflect your exact setup. Product names are trademarks of their respective owners. OwnRig is independent and not affiliated with any hardware or AI model provider.