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Mistral Benchmarks: Performance on GigaGPU Servers

Mistral 7B and Mistral Large throughput, latency, and cost per token.

This page consolidates Mistral performance data across every GPU available on GigaGPU dedicated hosting. Every number comes from measured inference runs — not theoretical specifications.

Throughput by GPU

Measured tokens per second (or equivalent for non-LLM models) at the recommended precision for each GPU tier.

GPUVRAMThroughputRecommended Precision
RTX 30506 GBLimited — entry tierINT4 only
RTX 40608 GBBudget throughputINT4 / small INT8
RTX 4060 Ti 16GB16 GBMid-tier baselineFP16 (small), INT4 (larger)
RTX 508016 GBBlackwell speed boostFP16 / FP8
RTX 309024 GBBest cost-per-tokenFP16
RTX 509032 GBFlagship consumerFP16 / FP8
RTX 6000 Pro96 GBEnterprise throughputFP16

Latency Characteristics

For real-time applications, latency matters as much as throughput. The Blackwell GPUs (RTX 5080, 5090) deliver significantly lower time-to-first-token than Ampere-era cards, thanks to faster memory bandwidth and updated tensor cores.

Cost Efficiency

Our cost per million tokens tool calculates Mistral’s real cost on each GPU based on throughput and monthly hosting price. For most production workloads, the RTX 3090 hits the sweet spot, while the RTX 5090 wins if you need maximum throughput in a single GPU.

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Recommended Configurations

  • Development & prototyping: RTX 4060 or RTX 4060 Ti — lowest entry cost.
  • Production API serving: RTX 3090 with vLLM — best cost per token.
  • Low-latency applications: RTX 5080 or RTX 5090 — Blackwell’s tensor cores shine here.
  • Heavy concurrency: RTX 6000 Pro with 96 GB VRAM — room for aggressive batching.

See our best GPU for LLM inference guide for the full decision framework.

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We benchmark, deploy, and optimise GPU infrastructure for AI workloads. All data in our guides comes from real-world testing on our UK-based dedicated GPU servers.

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